Finding partial orders from unordered 0-1 data. - Antti Ukkonen; Mikael Fortelius; Heikki Mannila (KDD, 2005)

Algorithms for discovering bucket orders from data. - Aristides Gionis; Heikki Mannila; Kai Puolamäki; Antti Ukkonen (KDD, 2006)

Visualizing Sets of Partial Rankings. - Antti Ukkonen (IDA, 2007)

Finding Outlying Items in Sets of Partial Rankings. - Antti Ukkonen; Heikki Mannila (PKDD, 2007)

Searching the wikipedia with contextual information. - Antti Ukkonen; Carlos Castillo 001; Debora Donato; Aristides Gionis (CIKM, 2008)

Feature Selection in Taxonomies with Applications to Paleontology. - Gemma C. Garriga; Antti Ukkonen; Heikki Mannila (Discovery Science, 2008)

Algorithms for finding orders and analyzing sets of chains. - Antti Ukkonen (2008)

Mining Local Correlation Patterns in Sets of Sequences. - Antti Ukkonen (Discovery Science, 2009)

A randomized approximation algorithm for computing bucket orders. - Antti Ukkonen; Kai Puolamäki; Aristides Gionis; Heikki Mannila (Inf. Process. Lett., 2009)

Frequent Partial Orders. - Antti Ukkonen (Encyclopedia of Database Systems, 2009)

The Support Vector Tree. - Antti Ukkonen (Algorithms and Applications, 2010)

Example-dependent Basis Vector Selection for Kernel-Based Classifiers. - Antti Ukkonen; Marta Arias (ECML/PKDD (3), 2010)

Approximate Top-k Retrieval from Hidden Relations - Antti Ukkonen (CoRR, 2010)

Sparsification of influence networks. - Michael Mathioudakis; Francesco Bonchi; Carlos Castillo 001; Aristides Gionis; Antti Ukkonen (KDD, 2011)

Characterizing Uncertain Data using Compression. - Francesco Bonchi; Matthijs van Leeuwen; Antti Ukkonen (SDM, 2011)

Web search queries can predict stock market volumes - Ilaria Bordino; Stefano Battiston; Guido Caldarelli; Matthieu Cristelli; Antti Ukkonen; Ingmar Weber (CoRR, 2011)

Clustering Algorithms for Chains. - Antti Ukkonen (J. Mach. Learn. Res., 2011)

Chromatic correlation clustering. - Francesco Bonchi; Aristides Gionis; Francesco Gullo; Antti Ukkonen (KDD, 2012)

Answers, not links: extracting tips from yahoo! answers to address how-to web queries. - Ingmar Weber; Antti Ukkonen; Aristides Gionis (WSDM, 2012)

The Crowd-Median Algorithm. - Hannes Heikinheimo; Antti Ukkonen (HCOMP, 2013)

Discovering Skylines of Subgroup Sets. - Matthijs van Leeuwen; Antti Ukkonen (ECML/PKDD (3), 2013)

CSI: Community-Level Social Influence Analysis. - Yasir Mehmood 002; Nicola Barbieri; Francesco Bonchi; Antti Ukkonen (ECML/PKDD (2), 2013)

Activity preserving graph simplification. - Francesco Bonchi; Gianmarco De Francisci Morales; Aristides Gionis; Antti Ukkonen (Data Min. Knowl. Discov., 2013)

Overlapping correlation clustering. - Francesco Bonchi; Aristides Gionis; Antti Ukkonen (Knowl. Inf. Syst., 2013)

Distance oracles in edge-labeled graphs. - Francesco Bonchi; Aristides Gionis; Francesco Gullo; Antti Ukkonen (EDBT, 2014)

Indirect Estimation of Shortest Path Distributions with Small-World Experiments. - Antti Ukkonen (IDA, 2014)

Fast Estimation of the Pattern Frequency Spectrum. - Matthijs van Leeuwen; Antti Ukkonen (ECML/PKDD (2), 2014)

Navigating Complex Information Spaces: A Portfolio Theory Approach. - Payel Bandyopadhyay; Tuukka Ruotsalo; Antti Ukkonen; Giulio Jacucci (Symbiotic, 2014)

Estimating the pattern frequency spectrum inside the browser. - Matthijs van Leeuwen; Antti Ukkonen (CoRR, 2014)

Crowdsourced Nonparametric Density Estimation Using Relative Distances. - Antti Ukkonen; Behrouz Derakhshan; Hannes Heikinheimo (HCOMP, 2015)

Multiview Triplet Embedding: Learning Attributes in Multiple Maps. - Ehsan Amid; Antti Ukkonen (ICML, 2015)

A Kernel-Learning Approach to Semi-supervised Clustering with Relative Distance Comparisons. - Ehsan Amid; Aristides Gionis; Antti Ukkonen (ECML/PKDD (1), 2015)

Same bang, fewer bucks: efficient discovery of the cost-influence skyline. - Matthijs van Leeuwen; Antti Ukkonen (SDM, 2015)

Threading and conversation in co-located chats. - Matti Nelimarkka; Vilma Lehtinen; Antti Ukkonen; Kai Kuikkaniemi; Giulio Jacucci (Comput. Hum. Behav., 2015)

Chromatic Correlation Clustering. - Francesco Bonchi; Aristides Gionis; Francesco Gullo; Charalampos E. Tsourakakis; Antti Ukkonen (ACM Trans. Knowl. Discov. Data, 2015)

Expect the Unexpected - On the Significance of Subgroups. - Matthijs van Leeuwen; Antti Ukkonen (DS, 2016)

Semigeometric Tiling of Event Sequences. - Andreas Henelius; Isak Karlsson; Panagiotis Papapetrou; Antti Ukkonen; Kai Puolamäki (ECML/PKDD (1), 2016)

Semi-supervised Kernel Metric Learning Using Relative Comparisons. - Ehsan Amid; Aristides Gionis; Antti Ukkonen (CoRR, 2016)

Finding Statistically Significant Attribute Interactions. - Andreas Henelius; Antti Ukkonen; Kai Puolamäki (CoRR, 2016)

The sharing economy: Why people participate in collaborative consumption. - Juho Hamari; Mimmi Sjöklint; Antti Ukkonen (J. Assoc. Inf. Sci. Technol., 2016)

Crowdsourced Correlation Clustering with Relative Distance Comparisons. - Antti Ukkonen (ICDM, 2017)

Explaining Deviating Subsets Through Explanation Networks. - Antti Ukkonen; Vladimir Dzyuba; Matthijs van Leeuwen (ECML/PKDD (2), 2017)

Multivariate Confidence Intervals. - Jussi Korpela; Emilia Oikarinen; Kai Puolamäki; Antti Ukkonen (SDM, 2017)

Interpreting Classifiers through Attribute Interactions in Datasets. - Andreas Henelius; Kai Puolamäki; Antti Ukkonen (CoRR, 2017)

Large-scale study of social network structure and team performance in a multiplayer online game. - Antti Ukkonen; Juho Hamari (CoRR, 2017)

Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs. - Aristides Gionis; Michael Mathioudakis; Antti Ukkonen (IEEE Trans. Knowl. Data Eng., 2017)

A Progressive Resampling Algorithm for Finding Very Sparse Investment Portfolios. - Marko Hassinen; Antti Ukkonen (MIDAS/PAP@PKDD/ECML, 2018)

Randomisation Algorithms for Large Sparse Matrices. - Kai Puolamäki; Andreas Henelius; Antti Ukkonen (CoRR, 2018)

Frequent Partial Orders. - Antti Ukkonen (Encyclopedia of Database Systems (2nd ed.), 2018)

Cognitive ergonomics for data analysis. - Virpi Kalakoski; Andreas Henelius; Emilia Oikarinen; Antti Ukkonen; Kai Puolamäki (ECCE, 2019)

Relative distance comparisons with confidence judgements. - Stefan Mojsilovic; Antti Ukkonen (SDM, 2019)

Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task. - Virpi Kalakoski; Andreas Henelius; Emilia Oikarinen; Antti Ukkonen; Kai Puolamäki (Behav. Inf. Technol., 2019)

Introduction to the special issue for the ECML PKDD 2019 journal track. - Karsten M. Borgwardt; Po-Ling Loh; Evimaria Terzi; Antti Ukkonen (Mach. Learn., 2019)

Generating Images Instead of Retrieving Them: Relevance Feedback on Generative Adversarial Networks. - Antti Ukkonen; Pyry Joona; Tuukka Ruotsalo (SIGIR, 2020)

Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network. - Janne Pylkkönen; Antti Ukkonen; Juho Kilpikoski; Samu Tamminen; Hannes Heikinheimo (Interspeech, 2021)

An organizational digital footprint for interruption management: a data-driven approach. - Tiina Kalliomäki-Levanto; Antti Ukkonen (Inf. Technol. People, 2022)