• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 31 matches

• 2023
• 
  Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki:
  Explaining any black box model using real data. Frontiers Comput. Sci. 5 (2023)
• 
  Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki:
  Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons. IEEE Trans. Vis. Comput. Graph. 29(9): 3937-3948 (2023)
• 2022
• 
  Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki:
  Robust regression via error tolerance. Data Min. Knowl. Discov. 36(2): 781-810 (2022)
• 2021
• 
  Emilia Oikarinen, Henri Tiittanen, Andreas Henelius, Kai Puolamäki:
  Detecting virtual concept drift of regressors without ground truth values. Data Min. Knowl. Discov. 35(3): 726-747 (2021)
• 
  Kai Puolamäki, Emilia Oikarinen, Andreas Henelius:
  Guided Visual Exploration of Relations in Data Sets. J. Mach. Learn. Res. 22: 96:1-96:32 (2021)
• 2019
• 
  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): 1038-1047 (2019)
• 
  Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki:
  Sparse Robust Regression for Explaining Classifiers. DS 2019: 351-366
• 
  Virpi Kalakoski, Andreas Henelius, Emilia Oikarinen, Antti Ukkonen, Kai Puolamäki:
  Cognitive ergonomics for data analysis. ECCE 2019: 38-40
• 
  Rafael Savvides, Andreas Henelius, Emilia Oikarinen, Kai Puolamäki:
  Significance of Patterns in Data Visualisations. KDD 2019: 1509-1517
• 
  Kai Puolamäki, Emilia Oikarinen, Andreas Henelius:
  Guided Visual Exploration of Relations in Data Sets. CoRR abs/1905.02515 (2019)
• 
  Henri Tiittanen, Emilia Oikarinen, Andreas Henelius, Kai Puolamäki:
  Estimating regression errors without ground truth values. CoRR abs/1910.04069 (2019)
• 2018
• 
  Andreas Henelius, Jari Torniainen:
  MIDAS: Open-source framework for distributed online analysis of data streams. SoftwareX 7: 156-161 (2018)
• 
  Andreas Henelius, Emilia Oikarinen, Kai Puolamäki:
  Tiler: Software for Human-Guided Data Exploration. ECML/PKDD (3) 2018: 672-676
• 
  Andreas Henelius, Emilia Oikarinen, Kai Puolamäki:
  Human-Guided Data Exploration. CoRR abs/1804.03194 (2018)
• 
  Kai Puolamäki, Emilia Oikarinen, Buse Gul Atli, Andreas Henelius:
  Human-guided data exploration using randomisation. CoRR abs/1805.07725 (2018)
• 
  Kai Puolamäki, Andreas Henelius, Antti Ukkonen:
  Randomisation Algorithms for Large Sparse Matrices. CoRR abs/1811.05974 (2018)
• 2017
• 
  Andreas Henelius:
  Exploring classifier attribute interactions and time series using constrained randomisations. Aalto University, Espoo, Helsinki, Finland, 2017
• 
  Andreas Henelius, Kai Puolamäki, Antti Ukkonen:
  Interpreting Classifiers through Attribute Interactions in Datasets. CoRR abs/1707.07576 (2017)
• 2016
• 
  Jussi Korpela, Andreas Henelius, Lauri Ahonen, Arto Klami, Kai Puolamäki:
  Using regression makes extraction of shared variation in multiple datasets easy. Data Min. Knowl. Discov. 30(5): 1112-1133 (2016)
• 
  Benjamin Cowley, Marco Filetti, Kristian Lukander, Jari Torniainen, Andreas Henelius, Lauri Ahonen, Oswald Barral, Ilkka Kosunen, Teppo Valtonen, Minna Huotilainen, Niklas Ravaja, Giulio Jacucci:
  The Psychophysiology Primer: A Guide to Methods and a Broad Review with a Focus on Human-Computer Interaction. Found. Trends Hum. Comput. Interact. 9(3-4): 151-308 (2016)
• 
  Andreas Henelius, Isak Karlsson, Panagiotis Papapetrou, Antti Ukkonen, Kai Puolamäki:
  Semigeometric Tiling of Event Sequences. ECML/PKDD (1) 2016: 329-344
• 
  Andreas Henelius:
  A short review and primer on cardiovascular signals in human computer interaction applications. CoRR abs/1612.07677 (2016)
• 
  Andreas Henelius, Kai Puolamäki, Henrik Boström, Panagiotis Papapetrou:
  Clustering with Confidence: Finding Clusters with Statistical Guarantees. CoRR abs/1612.08714 (2016)
• 
  Andreas Henelius, Antti Ukkonen, Kai Puolamäki:
  Finding Statistically Significant Attribute Interactions. CoRR abs/1612.07597 (2016)
• 
  Jari Torniainen, Andreas Henelius:
  A short review and primer on online processing of multiple signal sources in human computer interaction applications. CoRR abs/1609.02339 (2016)
• 2015
• 
  Jari Torniainen, Benjamin Ultan Cowley, Andreas Henelius, Kristian Lukander, Satu Pakarinen:
  Feasibility of an electrodermal activity ring prototype as a research tool. EMBC 2015: 6433-6436
• 
  Andreas Henelius, Kai Puolamäki, Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström, Panagiotis Papapetrou:
  GoldenEye++: A Closer Look into the Black Box. SLDS 2015: 96-105
• 2014
• 
  Andreas Henelius, Kai Puolamäki, Henrik Boström, Lars Asker, Panagiotis Papapetrou:
  A peek into the black box: exploring classifiers by randomization. Data Min. Knowl. Discov. 28(5-6): 1503-1529 (2014)
• 2013
• 
  Andreas Henelius, Jussi Korpela, Kai Puolamäki:
  Explaining Interval Sequences by Randomization. ECML/PKDD (1) 2013: 337-352
• 2012
• 
  Andreas Henelius, Sharman Jagadeesan, Minna Huotilainen:
  A real-time detector system for precise timing of audiovisual stimuli. EMBC 2012: 554-557

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