Antti Ukkonen

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 30

Top Topics

Portfolio Theory

Correlation Clustering

Relative Distance

Top Venues

Data Min. Knowl. Discov.

Publications

Tiina Kalliomäki-Levanto, Antti Ukkonen
An organizational digital footprint for interruption management: a data-driven approach. Inf. Technol. People 35 (8) (2022)
Janne Pylkkönen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo
Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network. Interspeech (2021)
Janne Pylkkönen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo
Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network. CoRR (2021)
Antti Ukkonen, Pyry Joona, Tuukka Ruotsalo
Generating Images Instead of Retrieving Them: Relevance Feedback on Generative Adversarial Networks. SIGIR (2020)
Virpi Kalakoski, Andreas Henelius, Emilia Oikarinen, Antti Ukkonen, Kai Puolamäki
Cognitive ergonomics for data analysis. Experimental study of cognitive limitations in a data-based judgement task. Behav. Inf. Technol. 38 (10) (2019)
Karsten M. Borgwardt, Po-Ling Loh, Evimaria Terzi, Antti Ukkonen
Introduction to the special issue for the ECML PKDD 2019 journal track. Mach. Learn. 108 (8-9) (2019)
Virpi Kalakoski, Andreas Henelius, Emilia Oikarinen, Antti Ukkonen, Kai Puolamäki
Cognitive ergonomics for data analysis. ECCE (2019)
Karsten M. Borgwardt, Po-Ling Loh, Evimaria Terzi, Antti Ukkonen
Introduction to the special issue for the ECML PKDD 2019 journal track. Data Min. Knowl. Discov. 33 (5) (2019)
Stefan Mojsilovic, Antti Ukkonen
Relative distance comparisons with confidence judgements. SDM (2019)
Kai Puolamäki, Andreas Henelius, Antti Ukkonen
Randomisation Algorithms for Large Sparse Matrices. CoRR (2018)
Marko Hassinen, Antti Ukkonen
A Progressive Resampling Algorithm for Finding Very Sparse Investment Portfolios. MIDAS/PAP@PKDD/ECML (2018)
Antti Ukkonen, Juho Hamari
Large-scale study of social network structure and team performance in a multiplayer online game. CoRR (2017)
Antti Ukkonen
Crowdsourced correlation clustering with relative distance comparisons. CoRR (2017)
Aristides Gionis, Michael Mathioudakis, Antti Ukkonen
Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs. IEEE Trans. Knowl. Data Eng. 29 (3) (2017)
Andreas Henelius, Kai Puolamäki, Antti Ukkonen
Interpreting Classifiers through Attribute Interactions in Datasets. CoRR (2017)
Antti Ukkonen, Vladimir Dzyuba, Matthijs van Leeuwen
Explaining Deviating Subsets Through Explanation Networks. ECML/PKDD (2) (2017)
Antti Ukkonen
Crowdsourced Correlation Clustering with Relative Distance Comparisons. ICDM (2017)
Jussi Korpela, Emilia Oikarinen, Kai Puolamäki, Antti Ukkonen
Multivariate Confidence Intervals. SDM (2017)
Andreas Henelius, Antti Ukkonen, Kai Puolamäki
Finding Statistically Significant Attribute Interactions. CoRR (2016)
Juho Hamari, Mimmi Sjöklint, Antti Ukkonen
The sharing economy: Why people participate in collaborative consumption. J. Assoc. Inf. Sci. Technol. 67 (9) (2016)
Matthijs van Leeuwen, Antti Ukkonen
Expect the Unexpected - On the Significance of Subgroups. DS (2016)
Andreas Henelius, Isak Karlsson, Panagiotis Papapetrou, Antti Ukkonen, Kai Puolamäki
Semigeometric Tiling of Event Sequences. ECML/PKDD (1) (2016)
Ehsan Amid, Aristides Gionis, Antti Ukkonen
Semi-supervised Kernel Metric Learning Using Relative Comparisons. CoRR (2016)
Aristides Gionis, Michael Mathioudakis, Antti Ukkonen
Bump hunting in the dark: Local discrepancy maximization on graphs. ICDE (2015)
Ehsan Amid, Aristides Gionis, Antti Ukkonen
A Kernel-Learning Approach to Semi-supervised Clustering with Relative Distance Comparisons. ECML/PKDD (1) (2015)
Matti Nelimarkka, Vilma Lehtinen, Antti Ukkonen, Kai Kuikkaniemi, Giulio Jacucci
Threading and conversation in co-located chats. Comput. Hum. Behav. 53 (2015)
Antti Ukkonen, Behrouz Derakhshan, Hannes Heikinheimo
Crowdsourced Nonparametric Density Estimation Using Relative Distances. HCOMP (2015)
Matthijs van Leeuwen, Antti Ukkonen
Same bang, fewer bucks: efficient discovery of the cost-influence skyline. SDM (2015)
Francesco Bonchi, Aristides Gionis, Francesco Gullo, Charalampos E. Tsourakakis, Antti Ukkonen
Chromatic Correlation Clustering. ACM Trans. Knowl. Discov. Data 9 (4) (2015)
Ehsan Amid, Antti Ukkonen
Multiview Triplet Embedding: Learning Attributes in Multiple Maps. ICML (2015)
Payel Bandyopadhyay, Tuukka Ruotsalo, Antti Ukkonen, Giulio Jacucci
Navigating Complex Information Spaces: A Portfolio Theory Approach. Symbiotic (2014)
Matthijs van Leeuwen, Antti Ukkonen
Fast Estimation of the Pattern Frequency Spectrum. ECML/PKDD (2) (2014)
Francesco Bonchi, Aristides Gionis, Francesco Gullo, Antti Ukkonen
Distance oracles in edge-labeled graphs. EDBT (2014)
Antti Ukkonen
Indirect Estimation of Shortest Path Distributions with Small-World Experiments. IDA (2014)
Matthijs van Leeuwen, Antti Ukkonen
Estimating the pattern frequency spectrum inside the browser. CoRR (2014)
Hannes Heikinheimo, Antti Ukkonen
The Crowd-Median Algorithm. HCOMP (2013)
Matthijs van Leeuwen, Antti Ukkonen
Discovering Skylines of Subgroup Sets. ECML/PKDD (3) (2013)
Yasir Mehmood, Nicola Barbieri, Francesco Bonchi, Antti Ukkonen
CSI: Community-Level Social Influence Analysis. ECML/PKDD (2) (2013)
Francesco Bonchi, Aristides Gionis, Antti Ukkonen
Overlapping correlation clustering. Knowl. Inf. Syst. 35 (1) (2013)
Francesco Bonchi, Gianmarco De Francisci Morales, Aristides Gionis, Antti Ukkonen
Activity preserving graph simplification. Data Min. Knowl. Discov. 27 (3) (2013)
Ingmar Weber, Antti Ukkonen, Aristides Gionis
Answers, not links: extracting tips from yahoo! answers to address how-to web queries. WSDM (2012)
Francesco Bonchi, Aristides Gionis, Francesco Gullo, Antti Ukkonen
Chromatic correlation clustering. KDD (2012)
Michael Mathioudakis, Francesco Bonchi, Carlos Castillo, Aristides Gionis, Antti Ukkonen
Sparsification of influence networks. KDD (2011)
Ilaria Bordino, Stefano Battiston, Guido Caldarelli, Matthieu Cristelli, Antti Ukkonen, Ingmar Weber
Web search queries can predict stock market volumes CoRR (2011)
Antti Ukkonen
Clustering Algorithms for Chains. J. Mach. Learn. Res. 12 (2011)
Francesco Bonchi, Aristides Gionis, Antti Ukkonen
Overlapping Correlation Clustering. ICDM (2011)
Francesco Bonchi, Matthijs van Leeuwen, Antti Ukkonen
Characterizing Uncertain Data using Compression. SDM (2011)
Antti Ukkonen
The Support Vector Tree. Algorithms and Applications (2010)
Antti Ukkonen
Approximate Top-k Retrieval from Hidden Relations CoRR (2010)
Antti Ukkonen, Marta Arias
Example-dependent Basis Vector Selection for Kernel-Based Classifiers. ECML/PKDD (3) (2010)
Antti Ukkonen, Kai Puolamäki, Aristides Gionis, Heikki Mannila
A randomized approximation algorithm for computing bucket orders. Inf. Process. Lett. 109 (7) (2009)
Antti Ukkonen
Mining Local Correlation Patterns in Sets of Sequences. Discovery Science (2009)
Gemma C. Garriga, Antti Ukkonen, Heikki Mannila
Feature Selection in Taxonomies with Applications to Paleontology. Discovery Science (2008)
Antti Ukkonen, Carlos Castillo, Debora Donato, Aristides Gionis
Searching the wikipedia with contextual information. CIKM (2008)
Antti Ukkonen, Heikki Mannila
Finding Outlying Items in Sets of Partial Rankings. PKDD (2007)
Antti Ukkonen
Visualizing Sets of Partial Rankings. IDA (2007)
Aristides Gionis, Heikki Mannila, Kai Puolamäki, Antti Ukkonen
Algorithms for discovering bucket orders from data. KDD (2006)
Antti Ukkonen, Mikael Fortelius, Heikki Mannila
Finding partial orders from unordered 0-1 data. KDD (2005)