Publications

Project Final Reports

2017

Polina Rozenshtein, Nikolaj Tatti, and Aristides Gionis. Inferring the Strength of Social Ties: A Community-Driven Approach. In Proc. 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '17). pp. 1017-1025.
Preethi Lahoti, Gianmarco De Francisci Morales, and Aristides Gionis. Finding topical experts in Twitter via query-dependent personalized PageRank. In Proc. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM'17, August 2017), pp. 155-162.
Kai Puolamäki, Emilia Oikarinen, Bo Kang, Jefrey Lijffijt, Tijl De Bie. Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach. 2017. arXiv:1710.08167
Jefrey Lijffijt, Bo Kang, Wouter Duivesteijn, Kai Puolamäki, Emilia Oikarinen, Tijl De Bie. Subjectively Interesting Subgroup Discovery on Real-valued Targets. 2017. arXiv:1710.04521
Tuukka Lehtiniemi and Yki Kortesniemi. Can the obstacles to privacy self-management be overcome? Exploring the consent intermediary approach. Big Data & Society 4(2017) 2(July-December): 1–11.
Tung Vuong, Giulio Jacucci, Tuukka Ruotsalo. Watching inside the screen: Digital activity monitoring for task recognition and proactive information retreival. In Proc. ACM Interactive, Mobile, Wearable and Ubiquitous Technologies 1(3), Article 109, September 2017), 23 pages.
Tung Vuong, Giulio Jacucci, Tuukka Ruotsalo. Proactive information retrieval via screen surveillance. Demonstration paper in Proc. 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’17, August 2017), 1313−1316.
Ziyuan Lin and Jaakko Peltonen. An Information Retrieval Approach for Finding Dependent Subspaces of Multiple Views. In Proc. International Conference on Machine Learning and Data Mining 2017 (MLDM 2017, July 2017), Springer, 2017, pp 1-16.
Joel Pyykkö, Dorota Głowacka. Interactive content-based image retrieval with deep neural networks. In Proc. of the 5th International Workshop on Symbiotic Interaction, Symbiotic 2016. Padova, Italy. Springer, 2017, pp. 77-88.
Joel Pyykkö, Dorota Głowacka. Dynamic Exploratory Search in Content-Based Image Retrieval. In Proc. of the Scandinavian Conference on Image Analysis 2017 (SCIA 2017, June 2017). Springer, 2017, pp 538-549.
Alan Medlar, Dorota Głowacka. Using Topic Models to Assess Document Relevance in Exploratory Search. In Proc. of the 2017 Conference on Human Information Interaction and Retrieval (CHIIR 2017). ACM, 2017, pp. 313-316.
Pedram Daee, Tomi Peltola, Marta Soare, Samuel Kaski. Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction. Machine Learning (2017), Volume 106, Issue 9–10, 1599-1620.
Jussi Korpela, Emilia Oikarinen, Kai Puolamäki, Antti Ukkonen. Multivariate confidence intervals. In Proc. 2017 SIAM International Conference on Data Mining (SDM 2017, April 2017), 696-704.
Esther Galbrun, Behzad Golshan, Aristides Gionis, Evimaria Terzi. Finding low-tension communities. In Proc. 2017 SIAM International Conference on Data Mining (SDM 2017, April 2017), 336-344.
Aristides Gionis, Polina Rozenshtein, Nikolaj Tatti, Evimaria Terzi. Community-aware network sparsification. In Proc. 2017 SIAM International Conference on Data Mining (SDM 2017, April 2017), 426-434.
Salvatore Andolina, Hendrik Schneider, Joel Chan, Khalil Klouche, Giulio Jacucci, and Steven Dow. 2017. Crowdboard: Augmenting in-person idea generation with real-time crowds. In Proc. 2017 ACM SIGCHI Conference on Creativity and Cognition (C&C '17, June 2017), 106-118.
Cowley, B., Korpela, J., & Torniainen, J. E. (2017). Computational Testing for Automated Preprocessing: a Matlab toolbox to enable large scale electroencephalography data processing. PeerJ Computer Science, 3(e108).
Antti Kangasrääsiö, Kumaripaba Athukorala, Andrew Howes, Jukka Corander, Samuel Kaski, Antti Oulasvirta (2017). Inferring cognitive models from data using approximate Bayesian computation. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI‘17, May 2017), 1295-1306.
Jaakko Peltonen, Kseniia Belorustceva, and Tuukka Ruotsalo. Improving Search Result Comprehension by Topic-Relevance Map Visualization. Refereed extended abstract in Companion Proceedings of 22nd ACM International Conference on Intelligent User Interfaces (IUI'17, March 2017), 2017, 149-152.
Jaakko Peltonen and Ziyuan Lin. Parallel Coordinate Plots for Neighbor Retrieval. In Proceedings of the International Conference on Information Visualization Theory and Applications (IVAPP 2017, Feb-March 2017), 40-51.
Dominik Sacha, Michael Sedlmair, Leishi Zhang, John A. Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, and Daniel A. Keim. What You See Is What You Can Change: Human-Centered Machine Learning By Interactive Visualization. Neurocomputing, 2017.
Jaakko Peltonen, Kseniia Belorustceva, and Tuukka Ruotsalo. Topic-Relevance Map: Visualization for Improving Search Result Comprehension. In Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI '17). ACM, New York, NY, USA, 2017, pp. 611-622.
Alan Medlar, Joel Pyykkö, and Dorota Glowacka. Towards Fine-Grained Adaptation of Exploration/Exploitation in Information Retrieval. In Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI '17). ACM, New York, NY, USA, 2017, pp. 623-627.
Jaakko Peltonen, Jonathan Strahl, and Patrik Floréen. Negative Relevance Feedback for Exploratory Search with Visual Interactive Intent Modeling. In Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI '17). ACM, New York, NY, USA, 2017, pp. 149-159.
Mats Sjöberg, Hung-Han Chen, Patrik Floréen, Markus Koskela, Kai Kuikkaniemi, Tuukka Lehtiniemi, and Jaakko Peltonen. Digital Me: Controlling and Making Sense of My Digital Footprint. Proceedings of the 5th International Workshop on Symbiotic Interaction, Symbiotic 2016. Padova, Italy. Springer, 2017, pp. 155-167.

2016

2015

2014

Sayantan Hore, Lasse Tyrvainen, Joel Pyykko, and Dorota Glowacka. A reinforcement learning approach to query-less image retrieval. In Symbiotic Interaction, Springer LNCS 8820, 2014, 121-126.
Giulio Jacucci, Anna Spagnolli, Jonathan Freeman, Luciano Gamberini. Symbiotic interaction: a critical definition and comparison to other human-computer paradigms. In Proc. Symbiotic Interaction, Springer LNCS 8820, 2014, 3-20
Jussi Korpela, Kai Puolamäki, Aristides Gionis. Confidence bands for time series data. Data Mining and Knowledge Discovery 28(5-6): 1530-1553, 2014
Andreas Henelius, Kai Puolamäki, Henrik Boström, Lars Asker, Panagiotis Papapetrou. A Peek into the Black Box: Exploring Classifiers by Randomization. Data Mining and Knowledge Discovery 28(5-6): 1503-1529, 2014
Dorota Glowacka, Sayantan Hore. Balancing Exploration - Exploitation in Image Retrieval. In User Modelling, Adaptation and Personalization (UMAP 2014, July 2014)
Manuel J.A. Eugster, Tuukka Ruotsalo, Michiel M. Spapé, Ilkka Kosunen, Oswald Barral, Niklas Ravaja, Giulio Jacucci, and Samuel Kaski. 2014. Predicting term-relevance from brain signals. In Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval (SIGIR '14, July 2014), p. 425-434. ACM, New York, NY, USA, 425-434
Tuukka Ruotsalo, Jaakko Peltonen, Manuel J.A. Eugster, Dorota Glowacka, Aki Reijonen, Giulio Jacucci, Petri Myllymäki, and Samuel Kaski. 2014. Intentradar: search user interface that anticipates user's search intents. In CHI '14 Extended Abstracts on Human Factors in Computing Systems (CHI EA '14, April-May 2014), p. 455-458. ACM, New York, NY, USA, 455-458. DOI=10.1145/2559206.2574807
Antti Kangasrääsiö, Dorota Glowacka, Tuukka Ruotsalo, Jaakko Peltonen, Manuel J. A. Eugster, Ksenia Konyushkova, Kumaripaba Athukorala, Ilkka Kosunen, Aki Reijonen, Petri Myllymäki, Giulio Jacucci, and Samuel Kaski. Interactive Visualization of Search Intent for Exploratory Information Retrieval. Poster at ICML 2014 workshop on Crowdsourcing and Human Computing. Beijing, China, 25.6.2014.
Barış Serim, Vuong Thanh Tung, Tuukka Ruotsalo, Luana Micallef, Giulio Jacucci. mailVis: Visualizing Emailbox for Re-finding Emails. Poster at Vis’14, November 2014
Antti Kangasrääsiö, Dorota Glowacka, and Samuel Kaski. Improving controllability and predictability of an interactive user model driven search interface. Poster at NIPS 2014 workshop on Human Propelled Machine Learning. Montreal, Canada, 13.12.2014.