HIIT Publications

Below you can find statistics of HIIT publications in 2010-2018 and the full list of publications for 2018. The publications of the new programmes FCAI and HiDATA are included for the first time in 2018, which is consistent with the funding figures given.

In 2018, Aalto University and the University of Helsinki produced 36 joint publications in the field of IT. Of these joint publications, 33 (92%) can be found on the list below, confirming the expectation that the majority of the joint research of the two universities is done within the framework of HIIT.

Publications 2010 2011 2012 2013 2014 2015 2016 2017 2018
Articles in international scientific journals with referee practice 69 79 81 101 122 128 129 181 199
Articles in international edited works and conference proceedings with referee practice 153 134 128 137 152 161 169 187 286
Scientific monographs and edited books 8 9 8 5 10 12 4 5 5
Other publications 25 29 31 16 13 9 13 20 19
Computer programs and algorithms 10 8 3 2 3 10 4 4 3
Doctoral theses 10 7 10 18 22 20 22 15 30
Total 275 266 261 279 322 340 341 412 542
HIIT publications 2010-2018.

Publications in 2018

Articles in international scientific journals with referee practice
  1. 23andMe Res Team, Dorothee Diogo, Chao Tian, Christopher S. Franklin, Mervi Alanne-Kinnunen, Michael March, Chris C. A. Spencer, Ciara Vangjeli, Michael E. Weale, Hannele Mattsson, Elina Kilpeläinen, Patrick M. A. Sleiman, Dermot F. Reilly, Joshua McElwee, Joseph C. Maranville, Arnaub K. Chatterjee, Aman Bhandari, Khanh-Dung H. Nguyen, Karol Estrada, Mary-Pat Reeve, Janna Hutz, Nan Bing, Sally John, Daniel G. MacArthur, Veikko Salomaa, Samuli Ripatti, Hakon Hakonarson, Mark J. Daly, Aarno Palotie, David A. Hinds, Peter Donnelly, Caroline S. Fox, Aaron G. Day-Williams, Robert M. Plenge, and Heiko Runz. Phenome-wide association studies across large population cohorts support drug target validation. Nature Communications, 9, 10 2018.
  2. 23andMe Res Team, Raymond K. Walters, Renato Polimanti, Emma C. Johnson, Jeanette N. McClintick, Mark J. Adams, Amy E. Adkins, Fazil Aliev, Silviu-Alin Bacanu, Anthony Batzler, Sarah Bertelsen, Joanna M. Biernacka, Tim B. Bigdeli, Li-Shiun Chen, Toni-Kim Clarke, Yi-Ling Chou, Franziska Degenhardt, Anna R. Docherty, Alexis C. Edwards, Pierre Fontanillas, Jerome C. Foo, Louis Fox, Josef Frank, Ina Giegling, Scott Gordon, Laura M. Hack, Annette M. Hartmann, Sarah M. Hartz, Stefanie Heilmann-Heimbach, Stefan Herms, Colin Hodgkinson, Per Hoffmann, Jouke Jan Hottenga, Martin A. Kennedy, Mervi Alanne-Kinnunen, Bettina Konte, Jari Lahti, Marius Lahti-Pulkkinen, Dongbing Lai, Lannie Ligthart, Anu Loukola, Brion S. Maher, Hamdi Mbarek, Andrew M. McIntosh, Matthew B. McQueen, Teemu Palviainen, Samuli Ripatti, Aarno Palotie, Johan G. Eriksson, Jaakko A. Kaprio, Benjamin M. Neale, and Katri Räikkönen. Transancestral GWAS of alcohol dependence reveals common genetic underpinnings with psychiatric disorders. Nature Neuroscience, 21(12):1656-1669, 12 2018.
  3. Nidia Obscura Acosta, Veli Mäkinen, and Alexandru I. Tomescu. A safe and complete algorithm for metagenomic assembly. Algorithms for Molecular Biology, 13, 2 2018.
  4. Anna Adamaszek, Parinya Chalermsook, Alina Ene, and Andreas Wiese. Submodular unsplittable flow on trees. Mathematical Programming, 172(1-2):565–589, 11 2018.
  5. Talayeh Aledavood, Sune Lehmann, and Jari Saramäki. Social network differences of chronotypes identified from mobile phone data. EPJ Data Science, 7(1):1-13, 12 2018.
  6. Mehreen Ali, Suleiman A. Khan, Krister Wennerberg, and Tero Aittokallio. Global proteomics profiling improves drug sensitivity prediction : results from a multi-omics, pan-cancer modeling approach. Bioinformatics, 34(8):1353-1362, 4 2018.
  7. Alhadi Almangush, Matti Pirinen, Ilkka Heikkinen, Antti A. Mäkitie, Tuula Salo, and Ilmo Leivo. Tumour budding in oral squamous cell carcinoma: a meta-analysis. British Journal of Cancer, 118(4):577-586, 2 2018.
  8. Mario Alviano, Carmine Dodaro, Matti Järvisalo, Marco Maratea, and Alessandro Previti. Cautious Reasoning in ASP via Minimal models and Unsatisfiable Cores. Theory and Practice of Logic Programming, 18(3-4):319-336, 7 2018.
  9. Salvatore Andolina, Khalil Klouche, Tuukka Ruotsalo, Patrik Floréen, and Giulio Jacucci. Querytogether: Enabling entity-centric exploration in multi-device collaborative search. Information Processing and Management, 54(6):1182-1202, 11 2018.
  10. Rao Muhammad Anwer, Fahad Shahbaz Khan, Joost van de Weijer, Matthieu Molinier, and Jorma Laaksonen. Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification. ISPRS Journal of Photogrammetry and Remote Sensing, 138:74-85, 4 2018.
  11. Brian J. Arnold, Michael U. Gutmann, Yonatan H. Grad, Samuel K. Sheppard, Jukka Corander, Marc Lipsitch, and William P. Hanage. Weak Epistasis May Drive Adaptation in Recombining Bacteria. Genetics, 208(3):1247-1260, 3 2018.
  12. Per Austrin, Petteri Kaski, Mikko Koivisto, and Jesper Nederlof. Sharper upper bounds for unbalanced uniquely decodable code pairs. IEEE Transactions on Information Theory, 64(2):1368-1373, 2 2018.
  13. Frederick Ayala-Gomez, Balint Daroczy, Andras Benczur, Michael Mathioudakis, and Aristides Gionis. Global citation recommendation using knowledge graphs. Journal of Intelligent and Fuzzy Systems, 34(5):3089-3100, 2018.
  14. Rohit Babbar, Martin Heni, Andreas Peter, Martin Hrabě de Angelis, Hans Ulrich Häring, Andreas Fritsche, Hubert Preissl, Bernhard Schölkopf, and Róbert Wagner. Prediction of glucose tolerance without an oral glucose tolerance test. Frontiers in Endocrinology, 9, 3 2018.
  15. Eric Bach, Sandor Szedmak, Celine Brouard, Sebastian Boecker, and Juho Rousu. Liquid-chromatography retention order prediction for metabolite identification. Bioinformatics, 34(17):875-883, 9 2018.
  16. Mareike Bacha-Trams, Yuri I Alexandrov, Emilia Broman, Enrico Glerean, Minna Kauppila, Janne Kauttonen, Elisa Ryyppö, Mikko Sams, and Iiro P Jääskeläinen. A drama movie activates brains of holistic and analytical thinkers differentially. Social Cognitive and Affective Neuroscience, 13(12):1293-1304, 11 2018.
  17. Golnaz Badkobeh, Gabriele Fici, and Simon J. Puglisi. Algorithms for anti-powers in strings. Information Processing Letters, 137:57-60, 9 2018.
  18. Hideo Bannai, Travis Gagie, Shunsuke Inenaga, Juha Karkkainen, Dominik Kempa, Marcin Piatkowski, and Shiho Sugimoto. Diverse Palindromic Factorization is NP-Complete. International Journal of Foundations of Computer Science, 29(2):143-163, 2 2018.
  19. Nikhil Bansal, Parinya Chalermsook, Bundit Laekhanukit, Danupon Nanongkai, and Jesper Nederlof. New Tools and Connections for Exponential-Time Approximation. Algorithmica, 2018.
  20. Oswald Barral, Ilkka Kosunen, and Giulio Jacucci. No Need to Laugh Out Loud: Predicting Humor Appraisal of Comic Strips Based on Physiological Signals in a Realistic Environment. ACM Transactions on Computer – Human Interaction, 24(6), 1 2018.
  21. Djamal Belazzougui, Travis Gagie, Veli Mäkinen, Marco Previtali, and Simon J. Puglisi. Bidirectional Variable-Order de Bruijn Graphs. International Journal of Foundations of Computer Science, 29(8):1279-1295, 12 2018.
  22. Christian Benner, Aki S. Havulinna, Veikko Salomaa, Samuli Ripatti, and Matti Pirinen. Efficient fine-mapping to identify causal genetic variants and quantify their contribution to complex phenotypes. Genetic Epidemiology, 42(7):688-689, 10 2018.
  23. Erik Benson, Abdulmelik Mohammed, Daniel Rayneau-Kirkhope, Andreas Gdin, Pekka Orponen, and Björn Högberg. Effects of design choices on the stiffness of wireframe DNA origami structures. ACS Nano, 12(9):9291-9299, 9 2018.
  24. Sahely Bhadra, Peter Blomberg, Sandra Castillo, and Juho Rousu. Principal metabolic flux mode analysis. Bioinformatics, 34(14):2409-2417, 2018.
  25. Kunal Bhattacharya, Venla Berg, Asim Ghosh, Daniel Monsivais, János Kertész, Kimmo Kaski, and Anna Rotkirch. Network of families in a contemporary population: regional and cultural assortativity. EPJ Data Science, 7(1):1-17, 12 2018.
  26. Kunal Bhattacharya and Kimmo Kaski. Social physics: uncovering human behaviour from communication. Advances in Physics: X, 4(1):1-29, 11 2018.
  27. Andreas Björklund, Petteri Kaski, and Ryan Williams. Generalized Kakeya sets for polynomial evaluation and faster computation of fermionants. Algorithmica, 1 2018.
  28. K. H. Blomqvist and L. Kärkkäinen. Differential photoplethysmogram sensor with an optical notch filter shows potential for reducing motion artifact signals. Biomedical Physics & Engineering Express, 4(4), 5 2018.
  29. Rita Borgo, Luana Micallef, Benjamin Bach, Fintan McGee, and Bongshin Lee. Information Visualization Evaluation Using Crowdsourcing. Computer Graphics Forum, 37(3):573-595, 2018.
  30. Brainstorm Consortium, Verneri Anttila, Brendan Bulik-Sullivan, Hilary K. Finucane, Raymond K. Walters, Jose Bras, Laramie Duncan, Valentina Escott-Price, Guido J. Falcone, Padhraig Gormley, Rainer Malik, Nikolaos A. Patsopoulos, Stephan Ripke, Zhi Wei, Dongmei Yu, Phil H. Lee, Patrick Turley, Benjamin Grenier-Boley, Vincent Chouraki, Yoichiro Kamatani, Claudine Berr, Luc Letenneur, Didier Hannequin, Philippe Amouyel, Anne Boland, Jean-Francois Deleuze, Emmanuelle Duron, Badri N. Vardarajan, Christiane Reitz, Alison M. Goate, Matthew J. Huentelman, M. Ilyas Kamboh, Eric B. Larson, Ekaterina Rogaeva, Peter St George-Hyslop, Hakon Hakonarson, Walter A. Kukull, Priit Palta, Juho Wedenoja, Ville Artto, Mari Kaunisto, Salli Vepsäläinen, Mitja I. Kurki, Eija Hämäläinen, Jaakko Kaprio, Andres Metspalu, Anna Keski-Rahkonen, Anu Raevuori, Samuli Ripatti, Jouko Lönnqvist, Mark Daly, Aarno Palotie, and Benjamin M. Neale. Analysis of shared heritability in common disorders of the brain. Science, 360(6395):1313, 6 2018.
  31. Toby Burrows, Eero Antero Hyvönen, Lynn Ransom, and Hanno Wijsman. Mapping Manuscript Migrations. Digging into Data for the History and Provenance of Medieval and Renaissance Manuscripts. Manuscript Studies: A Journal of Schoenberg Institute for Manuscript Studies, 3(1):249, 2018.
  32. Dmitrii Bychkov, Nina Linder, Riku Turkki, Stig Nordling, Panu E. Kovanen, Clare Verrill, Margarita Walliander, Mikael Lundin, Caj Haglund, and Johan Lundin. Deep learning based tissue analysis predicts outcome in colorectal cancer. Scientific Reports, 8, 2 2018.
  33. Marianna Capecci, Maria Gabriella Ceravolo, Francesco Ferracuti, Sabrina Iarlori, Ville Kyrki, Andrea Monteri, Luca Romeo, and Federica Verdini. A Hidden Semi-Markov Model based approach for rehabilitation exercise assessment. Journal of Biomedical Informatics, 78:1-11, 2 2018.
  34. Pablo Cesar, Cheng-Hsin Hsu, Chun-Ying Huang, and Pan Hui. Best Papers of the ACM Multimedia Systems (MMSys) Conference 2017 and the ACM Workshop on Network and Operating System Support for Digital Audio and Video (NOSSDAV) 2017. ACM Transactions on Multimedia Computing Communications and Applications, 14(3), 8 2018.
  35. Liqiong Chang, Jiaqi Lu, Ju Wang, Xiaojiang Chen, Dingyi Fang, Zhanyong Tang, Petteri Nurmi, and Zheng Wang. SleepGuard: Capturing Rich Sleep Information Using Smartwatch Sensing Data. Proceedings of ACM on interactive, mobile, wearable and ubiquitous technologies, 2(3), 9 2018.
  36. Dimitris Chatzopoulos, Mahdieh Ahmadi, Sokol Kosta, and Pan Hui. FlopCoin: A Cryptocurrency for Computation Offloading. IEEE Transactions on Mobile Computing, 17(5):1062-1075, 5 2018.
  37. Yang Chen, Jiyao Hu, Hao Zhao, Yu Xiao, and Pan Hui. Measurement and Analysis of the Swarm Social Network With Tens of Millions of Nodes. IEEE Access, 6:4547-4559, 1 2018.
  38. Anna Cichonska, Tapio Pahikkala, Sandor Szedmak, Heli Julkunen, Antti Airola, Markus Heinonen, Tero Aittokallio, and Juho Rousu. Learning with multiple pairwise kernels for drug bioactivity prediction. Bioinformatics, 34(13):i509-i518, 7 2018.
  39. Calogero Cristodaro, Laura Ruotsalainen, and Fabio Dovis. Benefits and Limitations of the Record and Replay Approach for GNSS Receiver Performance Assessment in Harsh Scenarios. Sensors, 18(7), 7 2018.
  40. William Cross, Michal Kovac, Ville Mustonen, Daniel Temko, Hayley Davis, Ann-Marie Baker, Sujata Biswas, Roland Arnold, Laura Chegwidden, Chandler Gatenbee, Alexander R. Anderson, Viktor H. Koelzer, Pierre Martinez, Xiaowei Jiang, Enric Domingo, Dan J. Woodcock, Yun Feng, Monika Kovacova, Tim Maughan, Marnix Jansen, Manuel Rodriguez-Justo, Shazad Ashraf, Richard Guy, Christopher Cunningham, James E. East, David C. Wedge, Lai Mun Wang, Claire Palles, Karl Heinimann, Andrea Sottoriva, Simon J. Leedham, Trevor A. Graham, and Ian P. M. Tomlinson. The evolutionary landscape of colorectal tumorigenesis. Nature Ecology & Evolution, 2(10):1661-1672, 10 2018.
  41. Yong Cui, Shihan Xiao, Xin Wang, Zhenjie Yang, Shenghui Yan, Chao Zhu, Xiang Yang Li, and Ning Ge. Diamond: Nesting the Data Center Network With Wireless Rings in 3-D Space. IEEE-ACM Transactions on Networking, 26(1):145-160, 2018.
  42. Bhargav Dave, Andrea Buda, Antti Nurminen, and Kary Främling. A framework for integrating BIM and IoT through open standards. Automation in Construction, 95:35-45, 11 2018.
  43. Jingtao Ding, Rui Xu, Yong Li, Pan Hui, and Depeng Jin. Measurement-Driven Modeling for Connection Density and Traffic Distribution in Large-Scale Urban Mobile Networks. IEEE Transactions on Mobile Computing, 17(5):1105-1118, 5 2018.
  44. Claudia Ehrentraut, Markus Ekholm, Hideyuki Tanushi, Jörg Tiedemann, and Hercules Dalianis. Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boosting. Health informatics journal., 24(1):24-42, 3 2018.
  45. Thomas Eiter, Gerhard Friedrich, Richard Taupe, and Antonius Weinzierl. Lazy Grounding for Dynamic Configuration. Künstliche Intelligenz, 32(2-3):197–198, 8 2018.
  46. Thomas Eiter, Tobias Kaminski, Christoph Redl, and Antonius Weinzierl. Exploiting Partial Assignments for Efficient Evaluation of Answer Set Programs with External Source Access. Journal of Artificial Intelligence Research, 62:665-727, 7 2018.
  47. eQTLGen Consortium, Ting Qi, Yang Wu, Jian Zeng, Futao Zhang, A. Xue, L. Jiang, Z. Zhu, K. Kemper, L. Yengo, Z. Zheng, M. Agbessi, H. Ahsan, I. Alves, A. Andiappan, P. Awadalla, A. Battle, F. Beutner, M. Jan Bonder, D. Boomsma, M. Christiansen, A. Claringbould, P. Deelen, T. Esko, M.-J. Favé, L. Franke, T. Frayling, S. Gharib, G. Gibson, G. Hemani, R. Jansen, M. Kähönen, A. Kalnapenkis, S. Kasela, J. Kettunen, Y. Kim, H. Kirsten, P. Kovacs, K. Krohn, J. Kronberg-Guzman, V. Kukushkina, Z. Kutalik, B. Lee, T. Lehtimäki, M. Loeffler, M. Perola, Natalia Pervjakova, S. Ripatti, I. Seppälä, L. Tong, and J. Yang. Identifying gene targets for brain-related traits using transcriptomic and methylomic data from blood. Nature Communications, 9(1), 2018.
  48. Hugo Gabriel Eyherabide and Ines Samengo. Assessing the Relevance of Specific Response Features in the Neural Code. Entropy, 20(11), 11 2018.
  49. Ali Faisal and Mirva Peltoniemi. Establishing Video Game Genres Using Data-Driven Modeling and Product Databases. Games and Culture, 13(1):20-43, 2018. VK: A-4613-2012.
  50. Wei Feng, Zheng Yan, Hengrun Zhang, Kai Zeng, Yu Xiao, and Thomas Hou. A Survey on Security, Privacy and Trust in Mobile Crowdsourcing. IEEE Internet of Things Journal, 5(4):2971-2992, 2018.
  51. Nunzia Giorgia Ferrara, Mohammad Zahidul H. Bhuiyan, Stefan Soderholm, Laura Ruotsalainen, and Heidi Kuusniemi. A new implementation of narrowband interference detection, characterization, and mitigation technique for a software-defined multi-GNSS receiver. GPS Solutions, 22(4), 10 2018.
  52. Huber Flores, Pan Hui, Petteri Nurmi, Eemil Lagerspetz, Sasu Tarkoma, Jukka Manner, Vassilis Kostakos, Yong Li, and Xiang Su. Evidence-Aware Mobile Computational Offloading. IEEE Transactions on Mobile Computing, 17(8):1834-1850, 8 2018.
  53. Pierre Fraigniaud, Juho Hirvonen, and Jukka Suomela. Node labels in local decision. Theoretical Computer Science, 751:61-73, 2018.
  54. Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, and Michael Mathioudakis. Quantifying Controversy on Social Media. ACM Transactions on Social Computing, 1(1):1-26, 1 2018.
  55. Alberto Geniola, Markku Antikainen, and Tuomas Aura. Automated analysis of freeware installers promoted by download portals. Computers and Security, 77:209-225, 8 2018.
  56. Qingyuan Gong, Yang Chen, Jiyao Hu, Qiang Cao, Pan Hui, and Xin Wang. Understanding Cross-Site Linking in Online Social Networks. ACM Transactions on the Web, 12(4), 11 2018.
  57. Qingyuan Gong, Yang Chen, Xiaolong Yu, Chao Xu, Zhichun Guo, Yu Xiao, Fehmi Ben Abdesslem, Xin Wang, and Pan Hui. Exploring the power of social hub services. World Wide Web – Internet and Web Information Systems, 1 2018.
  58. GoT2D T2D-GENES Consortium, SIGMA Consortium Helmsley IBD Exom, FinMetSeq Consortium, iPSYCH-Broad Consortium, Andrea Ganna, F. Kyle Satterstrom, Seyedeh M. Zekavat, Indraniel Das, Mitja Kurki, Claire Churchhouse, Jessica Alfoldi, Alicia R. Martin, Aki S. Havulinna, Andrea Byrnes, Wesley K. Thompson, Philip R. Nielsen, Konrad J. Karczewski, Elmo Saarentaus, Manuel A. Rivas, Namrata Gupta, Olli Pietilainen, Connor A. Emdin, Francesco Lescai, Jonas Bybjerg-Grauholm, Jason Flannick, Josep M. Mercader, Miriam Udler, Markku Laakso, Veikko Salomaa, Christina Hultman, Samuli Ripatti, Eija Hämäläinen, Jukka S. Moilanen, Jarmo Korkko, Outi Kuismin, Merete Nordentoft, David M. Hougaard, Ole Mors, Thomas Werge, Preben Bo Mortensen, Daniel MacArthur, Mark J. Daly, Patrick F. Sullivan, Adam E. Locke, Aarno Palotie, Anders D. Borglum, Sekar Kathiresan, and Benjamin M. Neale. Quantifying the Impact of Rare and Ultra-rare Coding Variation across the Phenotypic Spectrum. American Journal of Human Genetics, 102(6):1204-1211, 6 2018.
  59. Athanasios Gotsopoulos, Heini Saarimäki, Enrico Glerean, Iiro P. Jääskeläinen, Mikko Sams, Lauri Nummenmaa, and Jouko Lampinen. Reproducibility of importance extraction methods in neural network based fMRI classification. NeuroImage, 181:44-54, 11 2018.
  60. Michael U. Gutmann, Ritabrata Dutta, Samuel Kaski, and Jukka Corander. Likelihood-free inference via classification. Statistics and Computing, 28(2):411-425, 3 2018.
  61. A. Hafsaoui, A. Dandoush, G. Urvoy-Keller, M. Siekkinen, and D. Collange. A fine-grained response time analysis technique in heterogeneous environments. Computer Networks, 130:16-33, 1 2018.
  62. W. U. Hao, S. U.N. Maoyuan, M. I. Peng, Nikolaj Tatti, Chris North, and Naren Ramakrishnan. Interactive discovery of coordinated relationship chains with maximum entropy models. ACM Transactions on Knowledge Discovery from Data, 12(1), 2 2018.
  63. Ville Harjunen, Michiel Spape, Imtiaj Ahmed, Giulio Jacucci, and Niklas Ravaja. Persuaded by the machine: The effect of virtual nonverbal cues and individual differences on compliance in economic bargaining. Computers in Human Behavior, 87:384–394, 2018.
  64. Marcelo Hartmann and Jarno Vanhatalo. Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic Student-t model. Statistics and Computing, 10 2018.
  65. Tuomas Mikael Heikkilä and Teemu Teppo Roos. Quantitative Methods for the Analysis of Medieval Calendars. Digital Scholarship in the Humanities : DSH, 33(4):766–787, 12 2018.
  66. James Hensman, Nicolas Durrande, and Arno Solin. Variational Fourier Features for Gaussian Processes. Journal of Machine Learning Research, 18(1):1-52, 2018.
  67. Sara Heydari, Sam G. Roberts, Robin I. M. Dunbar, and Jari Saramäki. Multichannel social signatures and persistent features of ego networks. Applied network science, 3, 12 2018.
  68. Tuomo Hiippala, Anna Hausmann, Henrikki Toivo Olavi Tenkanen, and Tuuli Kaarina Toivonen. Exploring the linguistic landscape of geotagged social media content in urban environments. Digital Scholarship in the Humanities, 34(2):290-309, 10 2018.
  69. Antti Honkela, Mrinal Das, Arttu Nieminen, Onur Dikmen, and Samuel Kaski. Efficient differentially private learning improves drug sensitivity prediction. Biology Direct, 13(1):1-12, 2 2018.
  70. Darko Hric, Kimmo Kaski, and Mikko Kivelä. Stochastic block model reveals maps of citation patterns and their evolution in time. Journal of Informetrics, 12(3):757-783, 8 2018.
  71. Yi Ta Hsieh, Antti Jylhä, Valeria Orso, Salvatore Andolina, Eve Hoggan, Luciano Gamberini, and Giulio Jacucci. Developing hand-worn input and haptic support for real-world target finding. Personal and Ubiquitous Computing, 1 2018.
  72. Xingyu Huang, Yong Li, Yue Wang, Xinlei Chen, Yu Xiao, and Lin Zhang. CTS: A Cellular-based Trajectory Tracking System with GPS-level Accuracy. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 1(4), 1 2018.
  73. Pan Hui, Yong Li, Jörg Ott, Steve Uhlig, Bo Han, and Kun Tan. Mobile Big Data for Urban Analytics. IEEE Communications Magazine, 56(11):12-12, 11 2018.
  74. Ademir Hujdurovic, Edin Husic, Martin Milanic, Romeo Rizzi, and Alexandru I. Tomescu. Perfect Phylogenies via Branchings in Acyclic Digraphs and a Generalization of Dilworth’s Theorem. ACM transactions on algorithms., 14(2), 6 2018.
  75. Ademir Hujdurovic, Ursa Kacar, Martin Milanic, Bernard Ries, and Alexandru I. Tomescu. Complexity and Algorithms for Finding a Perfect Phylogeny from Mixed Tumor Samples. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 15(1):96-108, 1 2018.
  76. Jenni Hällfors, Teemu Palviainen, Ida Surakka, Richa Gupta, Jadwiga Buchwald, Anu Raevuori, Samuli Ripatti, Tellervo Korhonen, Pekka Jousilahti, Pamela AF Madden, Jaakko Kaprio, and Anu Loukola. Genome-wide association study in Finnish twins highlights the connection between nicotine addiction and neurotrophin signaling pathway. Addiction Biology, 3 2018.
  77. Tomi Janhunen. Cross-Translating Answer Set Programs Using the ASPTOOLS Collection. Künstliche Intelligenz, 32(2-3):183-184, 5 2018.
  78. Tomi Janhunen. Answer Set Programming: Related with Other Solving Paradigms. Künstliche Intelligenz, 32(2-3):125-131, 6 2018.
  79. Xia Jiang, Paul F. O’Reilly, Hugues Aschard, Yi-Hsiang Hsu, J. Brent Richards, Josee Dupuis, Erik Ingelsson, David Karasik, Stefan Pilz, Diane Berry, Bryan Kestenbaum, Jusheng Zheng, Jianan Luan, Eleni Sofianopoulou, Elizabeth A. Streeten, Demetrius Albanes, Pamela L. Lutsey, Lu Yao, Weihong Tang, Michael J. Econs, Henri Wallaschofski, Henry Voelzke, Ang Zhou, Chris Power, Mark I. McCarthy, Erin D. Michos, Eric Boerwinkle, Stephanie J. Weinstein, Neal D. Freedman, Wen-Yi Huang, Natasja M. Van Schoor, Nathalie van der Velde, Lisette C. P. G. M. de Groot, Anke Enneman, L. Adrienne Cupples, Sarah L. Booth, Ramachandran S. Vasan, Ching-Ti Liu, Yanhua Zhou, Samuli Ripatti, Claes Ohlsson, Liesbeth Vandenput, Mattias Lorentzon, Johan G. Eriksson, M. Kyla Shea, Denise K. Houston, Stephen B. Kritchevsky, Yongmei Liu, Kurt K. Lohman, Luigi Ferrucci, Munro Peacock, Christian Gieger, Marian Beekman, Eline Slagboom, Joris Deelen, Diana van Heemst, Marcus E. Kleber, Winfried Maerz, Ian H. de Boer, Alexis C. Wood, Jerome I. Rotter, Stephen S. Rich, Cassianne Robinson-Cohen, Martin den Heijer, Marjo-Riitta Jarvelin, Alana Cavadino, Peter K. Joshi, James F. Wilson, Caroline Hayward, Lars Lind, Karl Michaelsson, Stella Trompet, M. Carola Zillikens, Andre G. Uitterlinden, Fernando Rivadeneira, Linda Broer, Lina Zgaga, Harry Campbell, Evropi Theodoratou, Susan M. Farrington, Maria Timofeeva, Malcolm G. Dunlop, Ana M. Valdes, Emmi Tikkanen, Terho Lehtimaki, Leo-Pekka Lyytikainen, Mika Kahonen, Olli T. Raitakari, Vera Mikkila, M. Arfan Ikram, Naveed Sattar, J. Wouter Jukema, Nicholas J. Wareham, Claudia Langenberg, Nita G. Forouhi, Thomas E. Gundersen, Kay-Tee Khaw, Adam S. Butterworth, John Danesh, Timothy Spector, Thomas J. Wang, Elina Hypponen, Peter Kraft, and Douglas P. Kiel. Genome-wide association study in 79,366 European-ancestry individuals informs the genetic architecture of 25-hydroxyvitamin D levels. Nature Communications, 9, 1 2018.
  80. Hang Hyun Jo, Yohsuke Murase, János Török, János Kertész, and Kimmo Kaski. Stylized facts in social networks: Community-based static modeling. Physica A: Statistical Mechanics and its Applications, 500:23-39, 6 2018.
  81. Olle Järv, Henrikki Toivo Olavi Tenkanen, Maria Pauliina Salonen, Rein Ahas, and Tuuli Kaarina Toivonen. Dynamic cities: Location-based accessibility modelling as a function of time. Applied Geography, 95:101-110, 6 2018.
  82. Marko Järvenpää, Michael U. Gutmann, A. K.I. Vehtari, and Pekka Marttinen. Gaussian process modelling in approximate bayesian computation to estimate horizontal gene transfer in Bacteria. Annals of Applied Statistics, 12(4):2228-2251, 12 2018.
  83. Kustaa Kangas, Petteri Kaski, Janne H. Korhonen, and Mikko Koivisto. On the number of connected sets in bounded degree graphs. The Electronic Journal of Combinatorics, 25(4):1-19, 1 2018.
  84. Antti Kangasrääsiö and Samuel Kaski. Inverse reinforcement learning from summary data. Machine Learning, 107(8-10):1517–1535, 9 2018.
  85. Matti Karppa, Petteri Kaski, and Jukka Kohonen. A faster subquadratic algorithm for finding outlier correlations. ACM Transactions on Algorithms, 14(3):1-26, 7 2018.
  86. Riku Katainen, Iikki Donner, Tatiana Cajuso, Eevi Kaasinen, Kimmo Palin, Veli Mäkinen, Lauri A. Aaltonen, and Esa Pitkänen. Discovery of potential causative mutations in human coding and noncoding genome with the interactive software BasePlayer. Nature Protocols, 13(11):2580-2600, 11 2018.
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  178. Tommi Vatanen, Eric A. Franzosa, Randall Schwager, Surya Tripathi, Timothy D. Arthur, Kendra Vehik, ke Lernmark, William A. Hagopian, Marian J. Rewers, Jin Xiong She, Jorma Toppari, Anette G. Ziegler, Beena Akolkar, Jeffrey P. Krischer, Christopher J. Stewart, Nadim J. Ajami, Joseph F. Petrosino, Dirk Gevers, Harri Lähdesmäki, Hera Vlamakis, Curtis Huttenhower, and Ramnik J. Xavier. The human gut microbiome in early-onset type 1 diabetes from the TEDDY study. Nature, 562(7728):589-594, 10 2018.
  179. Andrea Vianello, Luca Chittaro, and Assunta Matassa. TANGAEON: Tangible Interaction to Support People in a Mindfulness Practice. International Journal of Human-Computer Interaction, pages 1-16, 9 2018.
  180. Jussi Viinikka, Ralf Eggeling, and Mikko Koivisto. Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth. Proceedings of Machine Learning Research, 84:1570-1578, 2018.
  181. Liang Wang, Suzan Bayhan, Jörg Ott, Jussi Kangasharju, and Jon Crowcroft. Understanding Scoped-Flooding for Content Discovery and Caching in Content Networks. IEEE Journal on Selected Areas in Communications, 36(8):1887-1900, 8 2018.
  182. Sebastian Weber, Andrew Gelman, Daniel Lee, Michael Betancourt, Aki Vehtari, and Amy Racine-Poon. Bayesian aggregation of average data: An application in drug development. Annals of Applied Statistics, 12(3):1583-1604, 9 2018.
  183. Kishan Wimalawarne, Makoto Yamada, and Hiroshi Mamitsuka. Convex Coupled Matrix and tensor completion. Neural Computation, 30(11):3095-3127, 11 2018.
  184. Hao Wu, Yue Ning, Prithwish Chakraborty, Jilles Vreeken, Nikolaj Tatti, and Naren Ramakrishnan. Generating realistic synthetic population datasets. ACM Transactions on Knowledge Discovery from Data, 12(4):1-22, 7 2018.
  185. Mirko Wächter, Ekaterina Ovchinnikova, Valerij Wittenbeck, Peter Kaiser, Sandor Szedmak, Wail Mustafa, Dirk Kraft, Norbert Krüger, Justus Piater, and Tamim Asfour. Integrating Multi-Purpose Natural Language Understanding, Robot’s Memory, and Symbolic Planning for Task Execution in Humanoid Robots. Robotics and Autonomous Systems, 99:148-165, 2018.
  186. Rong Xie, Yang Chen, Shihan Lin, Tianyong Zhang, Yu Xiao, and Xin Wang. Understanding Skout users’ mobility patterns on a global scale: a data-driven study: a data-driven study. World Wide Web, pages 1-19, 4 2018.
  187. Rong Xie, Yang Chen, Qinge Xie, Yu Xiao, and Xin Wang. We Know Your Preferences in New Cities: Mining and Modeling the Behavior of Travelers. IEEE Communications Magazine, 56(11):28-35, 2018.
  188. Dianlei Xu, Yong Li, Xinlei Chen, Jianbo Li, Pan Hui, Sheng Chen, and Jon Crowcroft. A Survey of Opportunistic Offloading. Communications Surveys & Tutorials, 20(3):2198-2236, 2 2018.
  189. Xin Xu, Jiaheng Lu, and Wei Wang. Hierarchical Clustering of Complex Symbolic Data and Application for Emitter Identification. Journal of Computer Science and Technology, 33(4):807-822, 7 2018.
  190. Yingying Xu, Santeri Puranen, Jukka Corander, and Yoshiyuki Kabashima. Inverse finite-size scaling for high-dimensional significance analysis. Physical Review E, 97(6):1-9, 6 2018.
  191. A. Xue, Y. Wu, Z. Zhu, F. Zhang, K.E. Kemper, Z. Zheng, L. Yengo, L.R. Lloyd-Jones, J. Sidorenko, M. Agbessi, H. Ahsan, I. Alves, A. Andiappan, P. Awadalla, A. Battle, F. Beutner, M.J. Bonder, D. Boomsma, M. Christiansen, A. Claringbould, P. Deelen, T. Esko, M.-J. Favé, L. Franke, T. Frayling, S. Gharib, G. Gibson, G. Hemani, R. Jansen, M. Kähönen, A. Kalnapenkis, S. Kasela, J. Kettunen, Y. Kim, H. Kirsten, P. Kovacs, K. Krohn, J. Kronberg-Guzman, V. Kukushkina, Z. Kutalik, B. Lee, T. Lehtimäki, M. Loeffler, U.M. Marigorta, A. Metspalu, L. Milani, M. Müller-Nurasyid, M. Nauck, M. Nivard, B. Penninx, M. Perola, N. Pervjakova, B. Pierce, J. Powell, H. Prokisch, B. Psaty, O. Raitakari, S. Ring, S. Ripatti, O. Rotzschke, S. Ruëger, A. Saha, M. Scholz, K. Schramm, I. Seppälä, M. Stumvoll, P. Sullivan, A. Teumer, J. Thiery, L. Tong, A. Tönjes, J. van Dongen, J. van Meurs, J. Verlouw, U. Völker, U. Vsa, H. Yaghootkar, B. Zeng, A.F. McRae, P.M. Visscher, J. Zeng, and J. Yang. Genome-wide association analyses identify 143 risk variants and putative regulatory mechanisms for type 2 diabetes. Nature Communications, 9(1), 2018.
  192. Zheng Yan, Kai Zeng, Yu Xiao, Thomas Hou, and Pierangela Samarati. Guest Editorial Special Issue on Trust, Security, and Privacy in Crowdsourcing. IEEE Internet of Things Journal, 5(4):2880-2883, 8 2018.
  193. Chenxi Yang, Yang Chen, Qingyuan Gong, Xinlei He, Yu Xiao, Yuhuan Huang, and Xiaoming Fu. Understanding the Behavioural Differences Between American and German Users: A Data-driven Study. Big Data Mining and Analytics, 1(4):284 – 296, 7 2018.
  194. Yuling Yao, Aki Vehtari, Daniel Simpson, and Andrew Gelman. Using Stacking to Average Bayesian Predictive Distributions (with Discussion). Bayesian Analysis, 13(3):917-1003, 9 2018.
  195. Ronghui You, Zihan Zhang, Yi Xiong, Fengzhu Sun, Hiroshi Mamitsuka, and Shanfeng Zhu. GOLabeler: Improving sequence-based large-scale protein function prediction by learning to rank. Bioinformatics, 34(14):2465-2473, 7 2018.
  196. Moustafa Youssef, Petteri Nurmi, and Chenren Xu. Guest editorial: mobile computing support for geospatial systems. Geoinformatica, 22(1):71-73, 1 2018.
  197. Yansong Zhang, Shan Wang, Jiaheng Lu, and Yu Zhang. Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-memory OLAP. IEEE Transactions on Knowledge and Data Engineering, 2018.
  198. Chao Zhu, Giancarlo Pastor, Yu Xiao, and Antti Ylajaaski. Vehicular Fog Computing for Video Crowdsourcing: Applications, Feasibility, and Challenges. IEEE Communications Magazine, 56(10):58-63, 10 2018.
  199. Chao Zhu, Jin Tao, Giancarlo Pastor Figueroa, Yu Xiao, Yusheng Ji, Quan Zhou, Yong Li, and Antti Ylä-Jääski. Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing. IEEE Internet of Things Journal, 10 2018.
Articles in international edited works and conference proceedings with referee practice
  1. Florian Adriaens, Tijl De Bie, Aristides Gionis, Jefrey Lijffijt, and Polina Rozenshtein. From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths. In Proceedings of the 14th International Workshop on Mining and Learning with Graphs. MLG Workshop, 2018.
  2. Iftikhar Ahmad, Petri Rantanen, Pekka Sillberg, Jorma Laaksonen, Shuhua Liu, Thomas Forss, Aqdas Malik, Marko Nieminen, Rakshith Shetty, Satoru Ishikawa, Jarno Kallio, Jukka P. Saarinen, Moncef Gabbouj, and Jari Soini. VisualLabel: An integrated multimedia content management and access framework. In Naofumi Yoshida, Chawan Koopipat, Yasushi Kiyoki, Petchporn Chawakitchareon, Aran Hansuebsai, Virach Sornlertlamvanich, Bernhard Thalheim, and Hannu Jaakkola, editors, Information Modelling and Knowledge Bases XXIX, Frontiers in Artificial Intelligence and Applications, pages 321-342. IOS Press, 1 2018.
  3. Abu Shohel Ahmed and Tuomas Aura. Turning Trust Around: Smart Contract-Assisted Public Key Infrastructure. In Proceedings of 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering, Trustcom/BigDataSE 2018, IEEE International Conference on Trust, Security and Privacy in Computing and Communications, pages 104-111, United States, 9 2018. Institute of Electrical and Electronics Engineers.
  4. Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkilä, and Nasir Rajpoot. Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. In Computational Pathology and Ophthalmic Medical Image Analysis – First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 69-77, Germany, 1 2018. Springer Verlag.
  5. Md Hijbul Alam, Jaakko Peltonen, Jyrki Nummenmaa, and Kalervo Järvelin. Author Tree-Structured Hierarchical Dirichlet Process. In Michelangelo Ceci, Larisa Soldatova, Joaquin Vanschoren, and George Papadopoulos, editors, Discovery Science – 21st International Conference, DS 2018, Proceedings, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 311-327. Springer Verlag, 1 2018.
  6. Rola Alhalaseh, Myriam Douce Munezero, Miika Leinonen, Leo Juhani Leppänen, Jari Eino Olavi Avikainen, and Hannu Toivonen. Towards Data-Driven Generation of Visualizations for Automatically Generated News Articles. In Proceedings of the 22nd International Academic Mindtrek Conference, pages 100-109, United States, 10 2018. ACM.
  7. Khalid Alnajjar, Hadaytullah Kundi, and Hannu Toivonen. “Talent, Skill and Support.”: A Method for Automatic Creation of Slogans. In Franois Pachet, Anna Jordanous, and Carlos León, editors, Proceedings of the Ninth International Conference on Computational Creativity, Salamanca, Spain, June 25-29, 2018, pages 88-95, United Kingdom, 6 2018. Association for Computational Creativity.
  8. Salvatore Andolina, Valeria Orso, Hendrik Schneider, Khalil Klouche, Tuukka Ruotsalo, Luciano Gamberini, and Giulio Jacucci. Investigating Proactive Search Support in Conversations. In DIS ’18, pages 1295-1307, International, 6 2018. ACM.
  9. Salvatore Andolina, Valeria Orso, Hendrik Schneider, Khalil Klouche, Tuukka Ruotsalo, Luciano Gamberini, and Giulio Jacucci. SearchBot: Supporting voice conversations with proactive search. In CSCW 2018 Companion – Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing, pages 9-12. ACM, 10 2018.
  10. Alexandre Angleraud, Quentin Houbre, Ville Kyrki, and Roel Pieters. Human-Robot Interactive Learning Architecture using Ontologies and Symbol Manipulation. In Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2018, pages 384-389, United States, 11 2018. Institute of Electrical and Electronics Engineers.
  11. Rao Muhammad Anwer, Fahad Shahbaz Khan, and Jorma Laaksonen. Two-stream part-based deep representation for human attribute recognition. In Proceedings – 2018 International Conference on Biometrics, ICB 2018, pages 90-97, United States, 7 2018. Institute of Electrical and Electronics Engineers.
  12. Kasper Apajalahti, Eremias Waleigne, Jukka Manner, and Eero Hyvönen. Correlation-Based Feature Mapping of Crowdsourced LTE Data. In 2018 IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Bologna, Italy, pages 1-7, International, 12 2018. IEEE.
  13. Cigdem Aslay, Antonis Matakos, Esther Galbrun, and Aristides Gionis. Maximizing the Diversity of Exposure in a Social Network. In 2018 IEEE International Conference on Data Mining (ICDM), IEEE International Conference on Data Mining (ICDM), pages 863-868. IEEE, 2018.
  14. Cigdem Aslay, Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, and Aristides Gionis. Mining frequent patterns in evolving graphs. In Norman Paton, Selcuk Candan, Haixun Wang, James Allan, Rakesh Agrawal, Alexandros Labrinidis, Alfredo Cuzzocrea, Mohammed Zaki, Divesh Srivastava, Andrei Broder, and Assaf Schuster, editors, CIKM 2018 – Proceedings of the 27th ACM International Conference on Information and Knowledge Management, pages 923-932. ACM, 10 2018.
  15. Amin Babadi, Kourosh Naderi, and Perttu Hämäläinen. Intelligent Middle-Level Game Control. In Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games (CIG’18), pages 25-32. IEEE, 8 2018.
  16. Fahiem Bacchus, Antti Juhani Hyttinen, Matti Juhani Järvisalo, and Paul Henrik Alexander Saikko. Reduced Cost Fixing for Maximum Satisfiability. In Jerome Lang, editor, Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), pages 5209-5213, United States, 2018. AAAI Press.
  17. Alkida Balliu, Sebastian Brandt, Dennis Olivetti, and Jukka Suomela. Almost global problems in the LOCAL model. In 32nd International Symposium on Distributed Computing (DISC 2018), volume 121 of Leibniz International Proceedings in Informatics (LIPIcs), pages 1-16, Germany, 2018. Schloss Dagstuhl – Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing.
  18. Alkida Balliu, Juho Hirvonen, Janne H. Korhonen, Tuomo Lempiäinen, Dennis Olivetti, and Jukka Suomela. New classes of distributed time complexity. In STOC 2018 – Proceedings of the 50th Annual ACM SIGACT Symposium on Theory of Computing, pages 1307-1318. ACM, 6 2018.
  19. Sahely Bhadra and Juho Rousu. Analysis of fluxomic experiments with principal metabolic flux mode analysis. In H. Mamitsuka, editor, Data Mining for Systems Biology, pages 141-161. Humana Press Inc, 1 2018.
  20. Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Counting Connected Subgraphs with Maximum-Degree-Aware Sieving. In Wen-Lian Hsu, Der-Tsai Lee, and Chung-Shou Liao, editors, 29th International Symposium on Algorithms and Computation (ISAAC 2018), Leibniz International Proceedings in Informatics (LIPIcs), pages 1-12. Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, 2018.
  21. Andreas Björklund, Petteri Kaski, and Ryan Williams. Generalized Kakeya sets for polynomial evaluation and faster computation of fermionants. In 12th International Symposium on Parameterized and Exact Computation, IPEC 2017, Leibniz International Proceedings in Informatics, pages 1-13, Germany, 2 2018. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing.
  22. Bart Bogaerts and Antonius Weinzierl. Exploiting Justifications for Lazy Grounding of Answer Set Programs. In Jérme Lang, editor, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018, pages 1737-1745. IJCAI, 2018.
  23. Jori Bomanson, Tomi Janhunen, and Antonius Weinzierl. Towards Lazy Grounding with Lazy Normalization in Answer-Set Programming – Extended Abstract. pages 625-626, 2018.
  24. Marthe Bonamy, Paul Ouvrard, Mikaël Rabie, Jukka Suomela, and Jara Uitto. Distributed recoloring. In Ulrich Schmid and Josef Widder, editors, 32nd International Symposium on Distributed Computing, DISC 2018, Leibniz International Proceedings in Informatics (LIPIcs), pages 1-17, Germany, 10 2018. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing.
  25. Petar Bozovic, Tomaz Erjavec, Jörg Tiedemann, Nikola Ljubesic, and Vojko Gorjanc. Opus-MontenegrinSubs 1.0: First electronic corpus of the Montenegrin language. In Darja Fišer and Andrej Pančur, editors, Proceedings of the conference on Language Technologies & Digital Humanities 2018, pages 24-28, Slovenia, 2018. Ljubljana University Press.
  26. Thanh Bui and Tuomas Aura. Application of Public Ledgers to Revocation in Distributed Access Control. In David Naccache, Shouhuai Xu, Sihan Qing, Pierangela Samarati, Gregory Blanc, Rongxing Lu, Zonghua Zhang, and Ahmed Meddahi, editors, International Conference on Information and Communications Security, pages 781-792. Springer International Publishing Switzerland, 2018.
  27. Thanh Bui, Siddharth Prakash Rao, Markku Antikainen, Viswanathan Manihatty Bojan, and Tuomas Aura. Man-in-the-Machine: Exploiting Ill-Secured Communication Inside the Computer. In Proceedings of the 27th USENIX Security Symposium, pages 1511-1525, United States, 8 2018. USENIX Association.
  28. Mattia Giovanni Campana, Franca Delmastro, Dimitris Chatzopoulos, and Pan Hui. Lightweight modeling of user context combining physical and virtual sensor data. In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, pages 1309-1320, United States, 2018. ACM.
  29. Parinya Chalermsook, Syamantak Das, Guy Even, Bundit Laekhanukit, and Daniel Vaz. Survivable network design for group connectivity in low-treewidth graphs. In Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques – 21st International Workshop, APPROX 2018, and 22nd International Workshop, RANDOM 2018, Leibniz International Proceedings in Informatics, Germany, 8 2018. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing.
  30. Parinya Chalermsook, Mayank Goswami, László Kozma, Kurt Mehlhorn, and Thatchaphol Saranurak. Multi-finger binary search trees. In 29th International Symposium on Algorithms and Computation (ISAAC 2018), Leibniz International Proceedings in Informatics (LIPIcs), pages 1-26, Germany, 2018. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing.
  31. D. Chatzopoulos, S. Gujar, B. Faltings, and P. Hui. Privacy preserving and cost optimal mobile crowdsensing using smart contracts on blockchain. In 2018 IEEE 15th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), IEEE International Conference on Mobile Ad-hoc and Sensor System, pages 442-450, International, 2018. IEEE.
  32. Harshal A. Chaudhari, Michael Mathioudakis, and Evimaria Terzi. Markov Chain Monitoring. In Martin Ester and Dino Pedreschi, editors, Proceedings of the 2018 SIAM International Conference on Data Mining, pages 441-449, United States, 2018. Society for Industrial and Applied Mathematics.
  33. Mangtik Chiu, Jiayu Shu, and Pan Hui. Emotion Recognition through Gait on Mobile Devices. In 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018, pages 800-805, International, 2018. IEEE.
  34. Santiago Cortes Reina, Arno Solin, and Juho Kannala. Deep learning based speed estimation for constraining strapdown inertial navigation on smartphones. In 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP), pages 1-6, United States, 2018. Institute of Electrical and Electronics Engineers.
  35. Santiago Cortés, Arno Solin, Esa Rahtu, and Juho Kannala. ADVIO: An authentic dataset for visual-inertial odometry. In Computer Vision – ECCV 2018 – 15th European Conference, 2018, Proceedings, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 425-440, Germany, 1 2018. Springer Verlag.
  36. Santiago Cortés Reina, Arno Solin, and Juho Kannala. Robust Gyroscope-Aided Camera Self-Calibration. In 2018 21st International Conference on Information Fusion, FUSION 2018, pages 772-779, United States, 9 2018. Institute of Electrical and Electronics Engineers.
  37. Pedram Daee, Tomi Peltola, Aki Vehtari, and Samuel Kaski. User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction. In IUI 2018 – Proceedings of the 23rd International Conference on Intelligent User Interfaces, pages 305-310, United States, 3 2018. Association for Computing Machinery (ACM).
  38. Andrea Della Monica, Laura Ruotsalainen, and Fabio Dovis. Multisensor Navigation in Urban Environment. In 2018 IEEE/ION Position, Location and Navigation Symposium (PLANS), pages 730-738, International, 2018. IEEE.
  39. Krzysztof Dembczynski and Rohit Babbar. Extreme Multi-label Classification for Information Retrieval. In G Pasi, B Piwowarski, L Azzopardi, and A Hanbury, editors, Advances in Information Retrieval, volume 10772 of Lecture Notes in Computer Science, pages 839-840, Switzerland, 2018. Springer International Publishing AG. 40th European Conference on Information Retrieval Research (ECIR), Grenoble, France, Mar 26-29, 2018.
  40. Jieyao Deng, Qingjun Yuan, Hiroshi Mamitsuka, and Shanfeng Zhu. DrugE-rank: Predicting drug-target interactions by learning to rank. In Data Mining for Systems Biology, pages 195-202. Humana Press Inc, 1 2018.
  41. Vivek Dhakal, Anna Maria Feit, Per Ola Kristensson, and Antti Oulasvirta. Observations on typing from 136 million keystrokes. In CHI ’18 Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. ACM, 4 2018.
  42. Enrico Di Minin, Christoph Alexander Fink, Anna Hausmann, Vuokko Vilhelmiina Heikinheimo, Tuomo Hiippala, Henrikki Toivo Olavi Tenkanen, and Tuuli Kaarina Toivonen. Social media data for conservation science and practice. 5th European Congress of Conservation Biology, 6 2018.
  43. Enrico Di Minin, Christoph Alexander Fink, Anna Hausmann, Vuokko Vilhelmiina Heikinheimo, Rob Slotow, Henrikki Toivo Olavi Tenkanen, and Tuuli Kaarina Toivonen. Can poachers locate rhinoceroses using social media data? Savanna Science Network Meeting, 3 2018.
  44. Fethiye Irmak Dogan, Hande Celikkanat, and Sinan Kalkan. A Deep Incremental Boltzmann Machine for Modeling Context in Robots. In 2018 IEEE International Conference on Robotics and Automation (ICRA), pages 2411-2416, International, 9 2018. IEEE.
  45. Zhaoan Dong, Ju Fan, Jiaheng Lu, Xiaoyong Du, and Tok Wang Ling. Using Crowdsourcing for Fine-Grained Entity Type Completion in Knowledge Bases. In Yi Cai, Yoshiharu Ishikawa, and Jianliang Xu, editors, Web and Big Data, Lecture Notes in Computer Science, pages 248-263, International, 2018. Springer International Publishing.
  46. Iulia Dragomir, Viorel Preoteasa, and Stavros Tripakis. The refinement calculus of reactive systems toolset. In Dirk Beyer and Marieke Huisman, editors, Tools and Algorithms for the Construction and Analysis of Systems – 24th International Conference, TACAS 2018, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2018, Proceedings, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 201-208. Springer Verlag, 1 2018.
  47. Thomas Eiter and Antonius Weinzierl. Preference-Based Inconsistency Management in Multi-Context Systems (Extended Abstract). In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence Journal track, pages 5593-5597.
  48. Héctor Ferrada, Dominki Kempa, and Simon J. Puglisi. Hybrid Indexing Revisited. In Rasmus Pagh and Suresh Venkatasubramanian, editors, 2018 Proceedings of the Twentieth Workshop on Algorithm Engineering and Experiments (ALENEX), pages 1-8, United States, 2018. Society for Industrial and Applied Mathematics.
  49. Huber Flores, Pan Hui, Sasu Tarkoma, Yong Li, Theodoros Anagnostopoulos, Vassilis Kostakos, Chu Luo, and Xiang Su. SensorClone: A Framework for Harnessing Smart Devices with Virtual Sensors. In MMSys ’18: Proceedings of the 9th ACM Multimedia Systems Conference, pages 328-338, United States, 6 2018. ACM.
  50. Huber Flores, Petteri Nurmi, Sasu Tarkoma, and Pan Hui. MobilecloudSim: A context-aware simulation toolkit for mobile computational offloading. In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, pages 38-41, United States, 2018. ACM.
  51. J. Fuentes-Sepulveda, J. Karkkainen, D. Kosolobov, and S. Puglisi. Run compressed rank/select for large alphabets. In Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagrista, and James A. Storer, editors, 2018 Data Compression Conference 27–30 March 2018 Snowbird, Utah, USA, DCC, pages 315-324, International, 2018. IEEE.
  52. Junning Gao, Shuwei Yao, Hiroshi Mamitsuka, and Shanfeng Zhu. AiProAnnotator: Low-rank Approximation with network side information for high-performance, large-scale human Protein abnormality Annotator. In Proceedings – 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018, pages 13-20. IEEE Computer Socienty Press, 2018.
  53. Xianyi Gao, Yulong Yang, Can Liu, Christos Mitropoulos, Janne Lindqvist, and Antti Oulasvirta. Forgetting of passwords: Ecological theory and data. In Proceedings of the 27th USENIX Security Symposium, pages 221-238. USENIX Association, 2018.
  54. Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, and Michael Mathioudakis. Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship. In Proceedings of the 2018 World Wide Web Conference, pages 913-922, Switzerland, 4 2018. International World Wide Web Conferences Steering Committee.
  55. Philip Ginzboorg, Valtteri Niemi, and Jörg Ott. Estimating Message Transmission Time Over Heterogeneous Disrupted Links. In 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), IEEE International Workshop on Signal Processing Advances in Wireless Communications, pages 785-789, International, 6 2018. IEEE.
  56. Ricardo Goncalves, Tomi Janhunen, Matthias Knorr, Joao Leite, and Stefan Woltran. Variable Elimination for DLP-Functions. In Sixteenth International Conference on Principles of Knowledge Representation and Reasoning, pages 643-644, 10 2018. AAAI Publications.
  57. Qingyuan Gong, Yang Chen, Xinlei He, Fei Li, Yu Xiao, Pan Hui, Xin Wang, and Xiaoming Fu. Identification of Influential Users in Emerging Online Social Networks Using Cross-Site Linking. In Yuqing Sun, Tun Lu, Xiaolan Xie, Liping Gao, Liping Gao, and Hongfei Fan, editors, Computer Supported Cooperative Work and Social Computing, Communications in Computer and Information Science, pages 331-341. Springer, 12 2018.
  58. Qingyuan Gong, Xinlei He, Qinge Xie, Shihan Lin, Guozhen She, Ruiyu Fang, Rui Han, Yang Chen, Yu Xiao, Xiaoming Fu, and Xin Wang. LbSLab: A user data collection system in mobile environments. In UbiComp/ISWC 2018 – Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers, pages 624-629. Association for Computing Machinery, Inc, 10 2018.
  59. Antti Granqvist, Tapio Takala, Jari Takatalo, and Perttu Hämäläinen. Exaggeration of Avatar Flexibility in Virtual Reality. In CHI PLAY 2018 – Proceedings of the 2018 Annual Symposium on Computer-Human Interaction in Play, pages 201-209. Association for Computing Machinery, Inc, 2018.
  60. Tommi Gröndahl, Luca Pajola, Mika Juuti, Mauro Conti, and N. Asokan. All You Need Is “Love”: Evading Hate Speech Detection. In Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, pages 2-12. ACM, 2018.
  61. Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Merialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphael Troncy, and Ral Vázquez. The MeMAD submission to the WMT18 multimodal translation task. In Proceedings of the Third Conference on Machine Translation (WMT), Volume 2: Shared Task Papers, volume 2, pages 609-617. Association for Computational Linguistics, 2018.
  62. Stig-Arne Grönroos, Sami Virpioja, and Mikko Kurimo. Cognate-aware morphological segmentation for multilingual neural translation. In Third Conference on Machine Translation (WMT18); Brussels, Belgium, pages 390-397. Association for Computational Linguistics, 10 2018.
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  243. Minna Tamper, Petri Leskinen, Kasper Apajalahti, and Eero Hyvönen. Using Biographical Texts as Linked Data for Prosopographical Research and Applications. In Eleanor Fink, Raffaella Brumana, Manolis Wallace, Anastasios Doulamis, Petros Patias, Marinos Ioannides, and Joao Martins, editors, Digital Heritage. Progress in Cultural Heritage, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 125-137. Springer Verlag, 1 2018.
  244. Minna Tamper, Arttu Oksanen, Jouni Tuominen, Eero Hyvönen, and Aki Hietanen. Anonymization Service for Finnish Case Law: Opening Data without Sacrificing Data Protection and Privacy of Citizens. Law via the Internet, LVI, 10 2018.
  245. Usama Tariq, Rajkumar Muthusamy, and Ville Kyrki. Grasp Planning for Load Sharing in Collaborative Manipulation. In Proceedings of the 2018 IEEE International Conference on Robotics and Automation, ICRA 2018, pages 6847-6854. IEEE Computer Soc, 2018.
  246. Suzanne Elizabeth Thomas, Anna Pia Frederike Wessman, Esko Ikkala, Jouni Antero Tuominen, Mikko Koho, Eero Antero Hyvönen, and Ville Rohiola. (Co-)Creating a Sustainable Platform for Finland’s Archaeological Chance Finds: The Story of SuALT. In Ethan Watrall and Lynn Goldstein, editors, Digital Heritage and Archaeology in Practice, United States, 10 2018. University press of Florida.
  247. Suzie Thomas, Anna Wessman, Jouni Tuominen, Mikko Koho, Esko Ikkala, Eero Hyvönen, Ville Rohiola, and Ulla Salmela. SuALT: Collaborative Research Infrastructure for Archaeological Finds and Public Engagement through Linked Open Data. Digital Humanities in the Nordic Countries, DHN 2018, 3 2018.
  248. Jörg Tiedemann. Emerging Language Spaces Learned From Massively Multilingual Corpora. In Eetu Mäkelä, Mikko Tolonen, and Jouni Tuominen, editors, Proceedings of the Digital Humanities in the Nordic Countries 3rd Conference (DHN 2018), volume 2084 of CEUR Workshop Proceedings, pages 188-197, International, 2018. CEUR Workshop Proceedings.
  249. Kashyap Todi, Jussi Jokinen, Kris Luyten, and Antti Oulasvirta. Familiarisation: Restructuring layouts with visual learning models. In IUI 2018 – Proceedings of the 23rd International Conference on Intelligent User Interfaces, volume Part F135193, pages 547-558. ACM, 3 2018.
  250. Mikko Tolonen, Eetu Mäkelä, Jani Marjanen, Antti Kanner, Leo Lahti, Filip Ginter, Hannu Salmi, Aleksi Vesanto, Asko Nivala, Heli Rantala, and Reetta Sippola. Metadata Analysis and Text Reuse Detection: Reassessing public discourse in Finland through newspapers and journals 1771–1917. Digital Humanities in the Nordic Countries, DHN 2018, 3 2018.
  251. Mikko Sakari Tolonen, Antti Olavi Kanner, Jani Pekka Marjanen, Ville Pekka Vaara, Mark John Hill, Jarkko Ilkka Eetu Mäkelä, and Leo Mikael Lahti. Spheres of “public” in eighteenth-century Britain. Digital Humanities in the Nordic Countries, DHN 2018, 3 2018.
  252. Mikko Sakari Tolonen, Ville Pekka Vaara, and Aleksi Vesanto. Text reuse and Eighteenth-Century Histories of England. In Eetu Mäkelä, Mikko Tolonen, and Jouni Tuominen, editors, Proceedings of the Digital Humanities in the Nordic Countries 3rd Conference (DHN 2018), volume 2084 of CEUR Workshop Proceedings, pages 178-186, 2018. CEUR Workshop Proceedings.
  253. Nguyen Q. Tran and Alexander Jung. On the sample complexity of graphical model selection from non-stationary samples. In 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 – Proceedings, volume 2018-April, pages 6314-6317, United States, 9 2018. Institute of Electrical and Electronics Engineers.
  254. S. Tripakis. Data-driven and model-based design. In 2018 IEEE Industrial Cyber-Physical Systems (ICPS), pages 103-108. IEEE, 5 2018.
  255. Stavros Tripakis and Roberto Lublinerman. Modular Code Generation from Synchronous Block Diagrams: Interfaces, Abstraction, Compositionality. In Lohstroh M., Derler P., Sirjani M. (eds) Principles of Modeling, pages 449-477. Lecture Notes in Computer Science, vol 10760. Springer, Cham
  256. Jouni Tuominen, Eero Hyvönen, and Petri Leskinen. Bio CRM: A Data Model for Representing Biographical Data for Prosopographical Research. In Antske Fokkens, Serge ter Braake, Ronald Sluijter, Paul Arthur, and Eveline Wandl-Vogt, editors, Proceedings of the Second Conference on Biographical Data in a Digital World 2017, CEUR Workshop Proceedings, pages 59-66. RWTH Aachen, 2018.
  257. Jouni Tuominen, Eetu Mäkelä, Eero Hyvönen, Arno Bosse, Miranda Lewis, and Howard Hotson. Reassembling the republic of letters – A linked data approach. In Eetu Mäkelä, Mikko Tolonen, and Jouni Tuominen, editors, DHN 2018: Digital Humanities in the Nordic Countries 3rd Conference, CEUR Workshop Proceedings, pages 76-88.
  258. Viivi Uurtio, Sahely Bhadra, and Juho Rousu. Sparse Non-linear CCA through Hilbert-Schmidt Independence Criterion. In 2018 IEEE International Conference on Data Mining, ICDM 2018, pages 1278-1283. IEEE, 2018.
  259. Matti Varjokallio, Sami Virpioja, and Mikko Kurimo. First-Pass Techniques for Very Large Vocabulary Speech Recognition of Morphologically Rich Languages. In 2018 IEEE Spoken Language Technology Workshop, pages 227-234. IEEE, 2018.
  260. Tung Vuong, Giulio Jacucci, and Tuukka Ruotsalo. Naturalistic digital task modeling for personal information assistance via continuous screen monitoring. In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, pages 778-785, United States, 2018. ACM.
  261. Otto Kustaa Waltari and Jussi Kangasharju. Quantifying the information leak in IEEE 802.11 network discovery. In Kaushik Roy Chowdhury, Marco Di Felice, Ibrahim Matta, and Bo Sheng, editors, Wired/Wireless Internet Communications, Lecture Notes in Computer Science, pages 207-218, International, 2018. Springer.
  262. Riku Mikael Walve, Pasi Miikka Antero Rastas, and Leena Maija Salmela. Kermit: Guided Long Read Assembly using Coloured Overlap Graphs. In Laxmi Parida and Esko Ukkonen, editors, 18th International Workshop on Algorithms in Bioinformatics (WABI 2018), Leibniz International Proceedings in Informatics (LIPIcs), pages 11:1-11:11, Germany, 2018. Schloss Dagstuhl – Leibniz-Zentrum für Informatik.
  263. Chen Wang, Sayan Sarcar, Masaaki Kurosu, Jeffrey Bardzell, Antti Oulasvirta, Aliaksei Miniukovich, and Xiangshi Ren. Approaching Aesthetics on User Interface and Interaction Design. In ISS 2018 – Proceedings of the 2018 ACM International Conference on Interactive Surfaces and Spaces, pages 481-484. Association for Computing Machinery, Inc, 11 2018.
  264. Anna Pia Frederike Wessman, Suzanne Elizabeth Thomas, Ville Rohiola, Mikko Koho, Esko Ikkala, Jouni Antero Tuominen, Eero Antero Hyvönen, Jutta Kuitunen, Helinä Parviainen, and Marianna Niukkanen. Citizen Science in Archaeology: Developing a Collaborative Web Service for Archaeological Finds in Finland. In John Jameson and Sergiu Musteață, editors, Transforming Heritage Practice in the 21st Century, United States, 7 2018. Springer.
  265. John Williamson, Antti Oulasvirta, Otmar Hilliges, and Per Ola Kristensson. Computational Interaction: Theory and Practice. ACM SIGCHI Annual Conference on Human Factors in Computing Systems, ACM CHI. ACM, 4 2018.
  266. Kishan Wimalawarne and Hiroshi Mamitsuka. Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms. In Conference on Neural Information Processing Systems, NeurIPS 2018, pages 6902-6910, 12 2018.
  267. Han Xiao, Cigdem Aslay, and Aristides Gionis. Robust Cascade Reconstruction by Steiner Tree Sampling. In 2018 IEEE International Conference on Data Mining (ICDM), pages 637-646. IEEE, 11 2018.
  268. Han Xiao, Polina Rozenshtein, Nikolaj Tatti, and Aristides Gionis. Reconstructing a cascade from temporal observations. In Proceedings of the 2018 SIAM International Conference on Data Mining, pages 666-674, Förenta Staterna (USA), 5 2018. Society for Industrial and Applied Mathematics Publications.
  269. Pengfei Xu and Jiaheng Lu. Efficient Taxonomic Similarity Joins with Adaptive Overlap Constraint. In CIKM ’18 Proceedings of the 27th ACM International Conference on Information and Knowledge Management, pages 1563-1566, International, 8 2018. ACM.
  270. Zhicun Xu, Peter Smit, and Mikko Kurimo. The Aalto system based on fine-tuned AudioSet features for DCASE2018 task2 – general purpose audio tagging. In Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018), pages 24-28. Tampere University of Technology, 11 2018.
  271. Yuling Yao, Aki Vehtari, Daniel Simpson, and Andrew Gelman. Yes, but did it work?: Evaluating variational inference. In Jennifer Dy and Andreas Krause, editors, 35th International Conference on Machine Learning, ICML 2018, volume 12 of Proceedings of Machine Learning Research, pages 8887-8895. International Machine Learning Society (IMLS), 1 2018.
  272. Cagatay Yildiz, Markus Heinonen, Jukka Intosalmi, Henrik Mannerström, and Harri Lähdesmäki. Learning Stochastic Differential Equations With Gaussian Processes Without Gradient Matching. In IEEE International Workshop on Machine Learning for Signal Processing. IEEE, 2018.
  273. Cagatay Yildiz, Markus Heinonen, and Harri Lähdesmäki. A Nonparametric Spatio-temporal SDE Model. In NIPS 2018 Spatiotemporal Workshop, pages 1-5. Neural Information Processing Systems Foundation, 2018.
  274. Markus Ylimäki, Juho Kannala, and Janne Heikkilä. Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement. In 2018 24th International Conference on Pattern Recognition, ICPR 2018, International Conference on Pattern Recognition, pages 1977-1982. IEEE, 11 2018.
  275. Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Ahmed Ali, Suwon Shon, James Glass, Yves Scherrer, Tanja Samardžić, Nikola Ljubešić, Jörg Tiedemann, Chris van der Lee, Stefan Grondelaers, Nelleke Oostdijk, Dirk Speelman, Antal van den Bosch, Ritesh Kumar, Bornini Lahiri, and Mayank Jain. Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign. In Marcos Zampieri, Preslav Nakov, Nikola Ljubešić, Jörg Tiedemann, Shervin Malmasi , and Ahmed Ali, editors, Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects, pages 1-17, International, 2018. Association for Computational Linguistics.
  276. Aleksandr Zavodovski, Nitinder Mohan, Suzan Bayhan, Walter Wong, and Jussi Kangasharju. ICON: Intelligent Container Overlays. In HotNets ’18 Proceedings of the 17th ACM Workshop on Hot Topics in Networks, pages 15-21, International, 2018. ACM.
  277. Ayman Zeidan, Eemil Lagerspetz, Kai Zhao, Petteri Tapio Nurmi, Sasu Arimo Olavi Tarkoma, and Huy Vo. GeoMatch: Efficient Large-Scale Map Matching on Apache Spark. In Proceedings of the 2018 IEEE International Conference on Big Data, International, 2018. IEEE.
  278. Jie Zhang, Zhanyong Tang, Meng Li, Dingyi Fang, Petteri Tapio Nurmi, and Zheng Wang. CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing. In Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, International, 10 2018. ACM.
  279. Wenxiao Zhang, Huber Flores, and Pan Hui. Towards collaborative multi-device computing. In 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018, pages 22-27, International, 2018. IEEE.
  280. Wenxiao Zhang, Bo Han, and Pan Hui. Jaguar: Low latency mobile augmented reality with flexible tracking. In MM 2018, pages 355-363, United States, 2018. ACM.
  281. Wenxiao Zhang, Bo Han, Pan Hui, Vijay Gopalakrishnan, Eric Zavesky, and Feng Qian. CARS: Collaborative Augmented Reality for Socialization. In HotMobile ’18, pages 25-30, United States, 2018. ACM.
  282. Yige Zhang, Weixiong Rao, and Yu Xiao. Deep neural network-based telco outdoor localization. ACM Conference on Embedded Networked Sensor Systems, SenSys, pages 307-308. ACM, 11 2018.
  283. Pengyuan Zhou, Wenxiao Zhang, Tristan Braud, Pan Hui, and Jussi Kangasharju. ARVE: Augmented Reality Applications in Vehicle to Edge Networks. In MECOMM ’18 Proceedings of the Workshop on Mobile Edge Communications: Co-located with ACM SIGCOMM 2018, pages 25-30, 8 2018.
  284. Qian Zhou, Yang Chen, Chuanhao Ma, Fei Li, Yu Xiao, Xin Wang, and Xiaoming Fu. Measurement and Analysis of the Reviews in Airbnb. In Proceedings of 2018 IFIP Networking Conference, pages 82-90. IFIP, 2018.
  285. Chao Zhu, Giancarlo Pastor Figueroa, Yu Xiao, Yong Li, and Antti Ylä-Jääski. Fog following me: Latency and quality balanced task allocation in vehicular fog computing. In 2018 15th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON). IEEE, 6 2018.
  286. Emily Sofi Öhman, Jörg Tiedemann, Timo Untamo Honkela, and Kaisla Kajava. Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based Annotation. In Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, pages 24-30, International, 10 2018. Association for Computational Linguistics.
Scientific monographs and edited books
  1. Hiroshi Mamitsuka. Data Mining for Systems Biology: Methods and Protocols. Methods in Molecular Biology. Humana Press Inc, 2nd edition, 1 2018.
  2. Hiroshi Mamitsuka. Textbook of Machine Learning and Data Mining: with Bioinformatics Applications. Global Data Science Publishing, 9 2018.
  3. Eetu Mäkelä, Mikko Tolonen, and Jouni Tuominen. DHN 2018: Digital Humanities in the Nordic Countries 3rd Conference: Proceedings of the Digital Humanities in the Nordic Countries 3rd Conference, volume 2084 of CEUR Workshop Proceedings. CEUR-WS.org, Germany, 3 2018.
  4. Antti Oulasvirta, Per Ola Kristensson, Xiaojun Bi, and Andrew Howes. Computational interaction. Oxford University Press, United Kingdom, 3 2018.
  5. Marcos Zampieri, Preslav Nakov, Nikola Ljubesic, Jörg Tiedemann, Shervin Malmasi, and Ahmed Ali. Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018). Association for Computational Linguistics, International, 2018.
Other publications
  1. Fahiem Bacchus, Matti Juhani Järvisalo, and Ruben Martins. MaxSAT Evaluation 2018: Solver and Benchmark Descriptions, volume B-2018-2 of Department of Computer Science Series of Publications B. Department of Computer Science, University of Helsinki, Finland, 2018.
  2. Xiaojun Bi, Andrew Howes, Per Ola Kristensson, Antti Oulasvirta, and John Williamson. Introduction. In Computational Interaction, pages 1-13, United Kingdom, 3 2018. Oxford University Press.
  3. W. Duivesteijn, A. Siebes, and Antti Ukkonen. Preface. In Advances in Intelligent Data Analysis XVII – 17th International Symposium, volume 11191 LNCS of Lecture Notes in Computer Science, Switzerland, 2018. Springer Verlag.
  4. Jaap Ham, Anna Spagnolli, Benjamin Blankertz, Luciano Gamberini, and Giulio Jacucci. Preface. In Jaap Ham, Anna Spagnolli, Benjamin Blankertz, Luciano Gamberini, and Giulio Jacucci, editors, Symbiotic Interaction, number 10727 in Lecture Notes in Computer Science LNCS, pages V-VI, International, 2018. Springer.
  5. Marijn J. H. Heule, Matti Juhani Järvisalo, and Martin Suda. Proceedings of SAT Competition 2018: Solver and Benchmark Descriptions, volume B-2018-1 of Department of Computer Science Series of Publications B. Department of Computer Science, University of Helsinki, Finland, 2018.
  6. Eero Hyvönen. Semanttinen web: Linkitetyn avoimen datan käsikirja. Gaudeamus, 2018.
  7. Eero Hyvönen. Sotasampo – talvi- ja jatkosota semanttisessa webissä. Tietoasiantuntija, 2018(1), 4 2018.
  8. Joel Jalkanen, Atte Jaakko Moilanen, and Tuuli Kaarina Toivonen. Uudenmaan ekologiset verkostot Zonation-analyysien perusteella. Number 194 – 2018 in Uudenmaa liiton julkaisuja. E. Uudenmaan liitto, Suomi, 1 2018.
  9. Joel Jalkanen, Atte Jaakko Moilanen, and Tuuli Kaarina Toivonen. Uusimaa-kaavan 2050 luontovaikutusten arviointi Zonation-analyyseihin perustuen. Uudenmaan liiton julkaisuja E 205. Uudenmaan liitto, Suomi, 2018.
  10. Dietrich Kammer, Mandy Keck, Andreas Both, Giulio Jacucci, and Rainer Groh. VisBIA 2018 – Workshop on visual interfaces for big data environments in industrial applications. In Proceedings of VisBIA 2018 – Workshop on Visual Interfaces for Big Data Environments in Industrial Applications, United States, 2018. ACM.
  11. Samuel Kaski. AI is far from ready. Aalto University Magazine, 2018.
  12. Hiroshi Mamitsuka. Preface. In Data Mining for Systems Biology, pages v-vi. Humana Press Inc, 1 2018.
  13. Matti Nelimarkka and Salla-Maaria Laaksonen. Bitit ja politiikka: Tervetuloa laskennallinen yhteiskuntatieteen tutkimus. Politiikka, 60(2):130-131, 2018.
  14. Matti Nelimarkka and Salla-Maaria Laaksonen. Omat ja muiden aiheet: Laskennallinen analyysi vaalijulkisuuden teemoista ja aiheomistajuudesta. Politiikka, 60(2):132-147, 2018.
  15. Aarno Palotie, Mari Kaunisto, Helena Kääriäinen, Markus Perola, Kimmo Pitkänen, Samuli Ripatti, Sirpa Soini, and Elisabeth Widén. Genomitiedon arkaluonteisuus on tiukassa elävä myytti. Suomen lääkärilehti, 73(15):916-917, 2018.
  16. Samuli Ripatti, Helena Kääriäinen, Markus Perola, Veikko Salomaa, and Elisabeth Widén. Jätetäänkö sitten myös verenpaine mittaamatta? Suomen lääkärilehti, 73(15):912, 2018. Kommentti.
  17. Minna Tamper, Arttu Oksanen, and Eero Hyvönen. Schema.org – hakukonejättien semanttinen web. Tietoasiantuntija, 2018(1), 4 2018.
  18. Liisa Maria Tiittula, Mikko Kurimo, Andre Mansikkaniemi, and Päivi Rainò. Ohjelmatekstityksen toimivuus eri kohderyhmien näkökulmasta. MikaEL Kääntämisen ja tulkkauksen tutkimuksen symposiumin verkkojulkaisu, 11:20-34, 2018.
  19. Mikko Sakari Tolonen and Leo Lahti. Digitaaliset ihmistieteet (“Digital Humanities”) ja historiantutkimus. In Matti Hannikainen, Mirkka Danielsbacka, and Tuomas Tepora, editors, Menneisyyden rakentajat, pages 235-258, Suomi, 2018. Gaudeamus.
Computer programs and algorithms
  1. Olle Järv, Henrikki Toivo Olavi Tenkanen, and Tuuli Kaarina Toivonen. Multi-temporal function-based dasymetric interpolation tool for mobile phone data. Version 1.2, 2018.
  2. Jorma Laaksonen. PicSOM Content-Based Information Retrieval System. Version 0.37, 12 2018.
  3. Mats Sjöberg, Arturs Polis, Aditya Surikuchi, and Jorma Laaksonen. DeepCaption: PyTorch-based framework for image captioning research using deep learning. 12 2018.
Doctoral theses
  1. Mudassar Abbas. Training methods for climate and neural network models. PhD thesis, Aalto University, 2018.
  2. Oswald Barral. Implicit Interaction with Textual Information using Physiological Signals. PhD thesis, University of Helsinki, 2018.
  3. Jeremias Berg. Solving Optimization Problems via Maximum Satisfiability : Encodings and Re-Encodings. PhD thesis, University of Helsinki, 2018.
  4. Anna Cichońska. Machine Learning for Systems Pharmacology. PhD thesis, Aalto University, 2018.
  5. Seppo Enarvi. Modeling Conversational Finnish for Automatic Speech Recognition. PhD thesis, Aalto University, 2018.
  6. Anna Maria Feit. Assignment Problems for Optimizing Text Input. PhD thesis, Aalto University, 2018.
  7. Kiran Garimella. Polarization on Social Media. PhD thesis, Aalto University, 2018.
  8. Alok Jaiswal. Integrative Bioinformatics of Functional and Genomic Profiles for Cancer Systems Medicine. PhD thesis, University of Helsinki, 2018.
  9. Antti Kangasrääsiö. Machine Learning Methods for Interactive Search Interfaces and Cognitive Models. PhD thesis, Aalto University, 2018.
  10. Onerva Korhonen. The quest for consistency: Effects of node definition and preprocessing on the structure of functional brain networks. PhD thesis, Aalto University, 2018.
  11. Jussi Korpela. Exploring correlated data: confidence bands and projections of shared variation. PhD thesis, Aalto University, 2018.
  12. Ilkka Kosunen. Exploring the dynamics of the biocybernetic loop in physiological computing. PhD thesis, University of Helsinki, 2018.
  13. Rainer Kujala. From the brain to public transport: Applications of network science. PhD thesis, Aalto University, 2018.
  14. Eemeli Leppäaho. Bayesian Multi-View Factor Models for Drug Response and Brain Imaging Studies. PhD thesis, Aalto University, 2018.
  15. Jian Liu. Privacy-Preserving Cloud-Assisted Services. PhD thesis, Aalto University, 2018.
  16. Eric Malmi. Collective Entity Resolution Methods for Network Inference. PhD thesis, Aalto University, 2018.
  17. Abdulmelik Mohammed. Algorithmic Design of Biomolecular Nanostructures. PhD thesis, Aalto University, 2018.
  18. Rajkumar Muthusamy. Decentralized Grasp Coordination and Kinematic Control for Cooperative Manipulation. PhD thesis, Aalto University, 2018.
  19. Daniel Monsivais Velázquez. Human behavioural patterns : A reality mining study. PhD thesis, Aalto University, 2018.
  20. Matti Nelimarkka. Performative hybrid interaction: Understanding planned events across collocated and mediated interaction spheres. PhD thesis, University of Helsinki, 2018.
  21. Nigul Olspert. From periodic to cyclic processes in stellar magnetic activity research: time series analysis methods and their applications. PhD thesis, Aalto University, 2018.
  22. Ella Peltonen. Crowdsensed Mobile Data Analytics. PhD thesis, University of Helsinki, 2018.
  23. Lidia Pivovarova. Classification and clustering in media monitoring: from knowledge engineering to deep learning. PhD thesis, University of Helsinki, 2018.
  24. Joose Rajamäki. Random Search Algorithms for Optimal Control. PhD thesis, Aalto University, 2018.
  25. Elena Reshetova. Mobile and Embedded Platform Security. PhD thesis, Aalto University, 2018.
  26. Olli-Pekka Rinta-Koski. Machine learning in neonatal intensive care. PhD thesis, Aalto University, 2018.
  27. Polina Rozenshtein. Methods for analyzing temporal networks. PhD thesis, Aalto University, 2018.
  28. Sanja Scepanovic. Data science for sociotechnical systems – from computational sociolinguistics to the smart grid. PhD thesis, Aalto University, 2018.
  29. Pauli Suhonen. Dynamical Aspects of Driven and Chaperone-Assisted Polymer Translocation. PhD thesis, Aalto University, 2018.
  30. Agnieszka Szwajda. Bioinformatic identification of disease driver networks using functional profiling data. PhD thesis, University of Helsinki, 2018.