Ira Assent

Re²Dan: Retrieval of Medical Documents for e-Health in Danish. / Tommasel, Antonela; Pablos Sarabia, Rafael; Assent, Ira.
Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023. Association for Computing Machinery, 2023. s. 1208-1211.

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ActUp: Analyzing and Consolidating tSNE & UMAP. / Draganov, Andrew; Jørgensen, Jakob; Scheel, Katrine et al.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23). International Joint Conferences on Artificial Intelligence, 2023. s. 3651-3658 (Proceedings of the International Joint Conference on Artificial Intelligence).

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Connecting the Dots: Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering. / Beer, Anna; Draganov, Andrew; Hohma, Ellen et al.
KDD 2023 : Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York: Association for Computing Machinery, 2023. s. 80-92 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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Modelling Persuasion through Misuse of Rhetorical Appeals. / Pauli, Amalie Brogaard; Derczynski, Leon; Assent, Ira.
NLP4PI 2022 - 2nd Workshop on NLP for Positive Impact, Proceedings of the Workshop. Association for Computational Linguistics, 2022. s. 89-100.

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From Demo to Design in Teaching Machine Learning. / Bilstrup, Karl Emi Kjær; Kaspersen, Magnus Høholt; Assent, Ira et al.
Proceedings of the 5th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2022. Association for Computing Machinery, 2022. s. 2168-2178 (ACM International Conference Proceeding Series).

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AVID: GPU-enabled Visual Analytics with GPU-FAST-PROCLUS. / Jørgensen, Jakob Rødsgaard; Assent, Ira; Schulz, Hans-Jörg.
Proceedings of the 25th International Conference on Extending Database Technology (EDBT'22). openproceedings.org, 2022. s. 562-565.

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Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding. / Nyborg, Joachim Christiansen; Pelletier, Charlotte; Assent, Ira.
Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE, 2022. s. 1391-1401.

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ECINN: Efficient Counterfactuals from Invertible Neural Networks. / Hvilshøj, Frederik; Iosifidis, Alexandros; Assent, Ira.
32nd British Machine Vision Conference 2021, BMVC 2021, Virtual. 2021.

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Direct Analytics of Generalized Deduplication Compressed IoT Data. / Hurst, Aaron; Zhang, Qi; Lucani Rötter, Daniel Enrique et al.
2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings. IEEE, 2021. (IEEE Global Communications Conference (GLOBECOM)).

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Active Learning of SVDD Hyperparameter Values. / Trittenbach, Holger; Böhm, Klemens; Assent, Ira.
Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020. red. / Geoff Webb; Zhongfei Zhang; Vincent S. Tseng; Graham Williams; Michalis Vlachos; Longbing Cao. IEEE, 2020. s. 109-117 9260103.

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A real-world data resource of complex sensitive sentences based on documents from the Monsanto trial. / Neerbek, Jan; Eskildsen, Morten; Dolog, Peter et al.
LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. red. / Nicoletta Calzolari; Frederic Bechet; Philippe Blache; Khalid Choukri; Christopher Cieri; Thierry Declerck; Sara Goggi; Hitoshi Isahara; Bente Maegaard; Joseph Mariani; Helene Mazo; Asuncion Moreno; Jan Odijk; Stelios Piperidis. European Language Resources Association, 2020. s. 1258-1267.

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Accelerated High-Quality Mutual-Information Based Word Clustering. / Ciosici, Manuel R.; Assent, Ira; Derczynski, Leon.
LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Marseille: European Language Resources Association, 2020. s. 2491-2496.

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One of these words is not like the other: a reproduction of outlier identification using non-contextual word representations. / Andersen, Jesper Brink; Bertelsen, Mikkel Bak; Schou, Mikkel Hørby et al.
Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems. Association for Computational Linguistics, 2020.

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Abbreviation Explorer - an interactive system for pre-evaluation of Unsupervised Abbreviation Disambiguation. / Ciosici, Manuel Rafael; Assent, Ira.
NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Demonstrations Session. red. / Waleed Ammar; Annie Louis; Nasrin Mostafazadeh. Minneapolis: Association for Computational Linguistics, 2019. s. 1-5.

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An Efficient Greedy Algorithm for Sequence Recommendation. / Thai Son, Mai; Assent, Ira; Birk, Mathias Skovgaard et al.
Database and Expert Systems Applications - 30th International Conference, DEXA 2019, Proceedings. 2019. s. 314-326.

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Processing satellite imagery for decision-making in precision agriculture. / Bouros, Panagiotis; Assent, Ira; Jeppesen, Jacob Høxbroe et al.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference (EDBT/ICDT 2019). red. / Paolo Papotti. Sun Site Central Europe, 2019.

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Quantifying the morphosyntactic content of Brown Clusters. / Ciosici, Manuel Rafael; Derczynski, Leon; Assent, Ira.
Long and Short Papers: Human Language Technologies. red. / Jill Burstein; Christy Doran; Thamar Solorio. Bind 1 Stroudsburg, PA: Association for Computational Linguistics, 2019. s. 1541-1550.

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Selective Training: A Strategy for Fast Backpropagation on Sentence Embeddings. / Neerbek, Jan; Dolog, Peter; Assent, Ira.
Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Proceedings: PAKDD '19. red. / Qiang Yang; Min-Ling Zhang; Zhiguo Gong; Sheng-Jun Huang; Zhi-Hua Zhou. Springer, 2019. s. 40-53.

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Using Balancing Terms to Avoid Discrimination in Classification. / Enni, S.; Assent, I.
2018 IEEE International Conference on Data Mining, ICDM 2018. IEEE Press, 2018. s. 947-952 8594925.

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Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural Networks. / Neerbek, Jan; Assent, Ira; Dolog, Peter.
Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings: PAKDD '18. red. / Dinh Phung; Vincent S. Tseng; Geoffrey I. Webb; Bao Ho; Mohadeseh Ganji; Lida Rashidi. Bind 10939 Springer VS, 2018. s. 373-385 (Lecture Notes in Computer Science (LNCS); Nr. 10939).

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Interactive Exploration of Subspace Clusters on Multicore Processors. / Pham, The Hai; Kristensen, Jesper; Mai, Son T. et al.
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXIX - Special Issue on Database- and Expert-Systems Applications: Special Issue on Database- and Expert-Systems Applications. red. / Abdelkader Hameurlain; Roland Wagner; Djamal Benslimane; Ernesto Damiani; William I. Grosky. Bind 11310 Berlin, Heidelberg: Springer VS, 2018. s. 169-199 (Lecture Notes in Computer Science (LNCS), Bind 11310).

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Scalable and interactive graph clustering algorithm on multicore CPUs. / Mai, Son T.; Dieu, Martin Storgaard; Assent, Ira et al.
2017 IEEE 33rd International Conference on Data Engineering (ICDE) . IEEE Computer Society Press, 2017. s. 349-360 (Proceedings of the International Conference on Data Engineering).

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TABOO: Detecting unstructured sensitive information using recursive neural networks. / Neerbek, Jan; Assent, Ira; Dolog, Peter.
Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society Press, 2017. s. 1399-1400 7930091 (Proceedings of the International Conference on Data Engineering, Bind 33).

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Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures. / Bøgh, Kenneth Sejdenfaden; Chester, Sean; Sidlauskas, Darius et al.
SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. ACM New York, NY, USA: Association for Computing Machinery, 2017. s. 447-462.

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Interactive exploration of subspace clusters for high dimensional data. / Kristensen, Jesper; Mai, Son T.; Assent, Ira et al.
Database and Expert Systems Applications - 28th International Conference, DEXA 2017, Proceedings. red. / Djamal Benslimane; Ernesto Damiani; William I. Grosky; Abdelkader Hameurlain; Amit Sheth; Roland R. Wagner. Bind 10438 LNCS Springer VS, 2017. s. 327-342 (Lecture Notes in Computer Science, Bind 10438).

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AnyDBC: An efficient anytime density-based clustering algorithm for very large complex datasets. / Thai Son, Mai; Assent, Ira; Storgaard, Martin .
KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, 2016. s. 1025-1034.

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Anytime OPTICS: An efficient approach for hierarchical density-based clustering. / Thai Son, Mai; Assent, Ira; Le, Anh Tuan.
Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Proceedings. red. / Shamkant B. Navathe; Weili Wu; Shashi Shekhar; Xiaoyong Du; X. Sean Wang; Hui Xiong. Bind 9642 Springer VS, 2016. s. 164-179 (Lecture Notes in Computer Science (LNCS), Bind 9642).

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On the Evaluation of Outlier Detection: Measures, Datasets, and an Empirical Study Continued. / Campos, Guilherme O.; Zimek, Arthur; Sander, Jorg et al.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen". red. / Ralf Krestel; Davide Mottin; Emmanuel Müller. Bind 1670 ceur workshop proceedings, 2016. s. 1 (CEUR Workshop Proceedings, Bind 1670).

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Efficient caching for constrained skyline queries. / Mortensen, Michael Lind; Chester, Sean; Assent, Ira et al.
International Conference on Extending Database Technology (EDBT 2015). openproceedings.org, 2015. s. 337-348.

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Explanations for Skyline Query Results. / Chester, Sean; Assent, Ira.
International Conference on Extending Database Technology (EDBT 2015). openproceedings.org, 2015. s. 349-360.

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Scalable Parallelization of Skyline Computation for Multi-core Processors. / Chester, Sean; Sidlauskas, Darius; Assent, Ira et al.
31st IEEE International Conference on Data Engineering (ICDE 2015). IEEE Computer Society Press, 2015. s. 1083 - 1094.

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Hashcube: A Data Structure for Space- and Query-Efficient Skycube Compression. / Bøgh, Kenneth Sejdenfaden; Chester, Sean; Sidlauskas, Darius et al.
Proceedings of The 23rd ACM International Conference on Information and Knowledge Management (CIKM 2014). red. / Jianzhong Li ; X. Sean Wang. Association for Computing Machinery, 2014. s. 1767-1770.

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Discriminative features for identifying and interpreting outliers. / Dang, Xuan-Hong; Assent, Ira; Ng, Raymond T. et al.
Proceedings, 2014 IEEE 30th International Conference on Data Engineering (ICDE). IEEE Computer Society Press, 2014. s. 88-99 6816642.

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Frequent Pattern Mining Algorithms for Data Clustering. / Zimek, Arthur; Assent, Ira; Vreeken , Jilles .
Frequent Pattern Mining. red. / Charu C. Aggarwal; Jiawei Han . Springer, 2014. s. 403-423.

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On the Suitability of Skyline Queries for Data Exploration. / Chester, Sean; Mortensen, Michael Lind; Assent, Ira.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference: 1st International Workshop on Exploratory Search in Databases and the Web (ExploreDB 2014). red. / K. Selcuk Candan et al. CEUR-WS.org, 2014. s. 161-166 (CEUR Workshop Proceedings).

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Outlier Detection with Space Transformation and Spectral Analysis. / Dang, Xuan-Hong; Micenková, Barbora; Assent, Ira et al.
Proceedings of the 2013 SIAM International Conference on Data Mining, SDM . red. / Chandrika Kamath; Jennifer Dy; Zoran Obradovic; Joydeep Ghosh; Srinivasan Parthasarathy; Zhi-Hua Zhou. Society for Industrial and Applied Mathematics, 2013. s. 225-233.

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Efficient GPU-based skyline computation. / Bøgh, Kenneth Sejdenfaden; Assent, Ira; Magnani, Matteo.
Proceedings of the Ninth International Workshop on Data Management on New Hardware , DaMoN '13 . red. / Ryan Johnson; Alfons Kemper. Association for Computing Machinery, 2013. 5.

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Explaining outliers by subspace separability. / Micenková, Barbora; Ng, Raymond T.; Dang, Xuan-Hong et al.
Proceedings, IEEE 13th International Conference on Data Mining (ICDM 2013). red. / Hui Xiong; George Karypis; Bhavani Thuraisingham; Diane Cook; Xindong Wu. IEEE Press, 2013. s. 518 - 527 (IEEE International Conference on Data Mining (ICDM'13)).

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From stars to galaxies: skyline queries on aggregate data. / Magnani, Matteo; Assent, Ira.
International Conference on Extending Database Technology . red. / Giovanna Guerrini ; Norman W. . Paton . Association for Computing Machinery, 2013. s. 477-488 .

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Local Outlier Detection with Interpretation. / Dang, Xuan-Hong; Micenková, Barbora; Assent, Ira et al.
Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III. red. / Hendrik Blockeel; Kristian Kersting ; Siegfried Nijssen; Filip Železný. Springer VS, 2013. s. 304-320 (Lecture Notes in Computer Science, Bind 8190).

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SkyView: a user evaluation of the skyline operator. / Magnani, Matteo ; Assent, Ira; Hornbæk, Kasper et al.
Proceedings of the 22nd ACM International Conference on Information & Knowledge Management, CIKM '13 . red. / Qi He ; Arun Iyengar. Association for Computing Machinery, 2013. s. 2249-2254 .

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Multiple Clustering Views via Constrained Projections. / Dang, Xuan-Hong; Assent, Ira; Bailey, James.
2012 SIAM International Conference on Data Mining: 3rd MultiClust Workshop: Discovering, Summarizing and Using Multiple Clusterings. red. / Emmanuel Müller; Thomas Seidl; Arthur Zimek. Society for Industrial and Applied Mathematics, 2012. s. 23-30.

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Outlier Ranking via Subspace Analysis in Multiple Views of the Data. / Muller, Emmanuel ; Assent, Ira; Iglesias, Patricia et al.
Proceedings of the 12th IEEE International Conference on Data Mining, ICDM. IEEE Communications Society, 2012. s. 529 - 538 .

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A Framework for Evaluation and Exploration of Clustering Algorithms in Subspaces of High Dimensional Databases. / Müller, Emmanuel; Assent, Ira; Günnemann, Stephan et al.
Proceedings of the 14th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2011). red. / Theo Härder; Wolfgang Lehner; Bernhard Mitschang; Harald Schöning; Holger Schwarz. Gesellschaft für Informatik e.V., 2011. s. 347-366.

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Effective Privacy-Preserving Online Route Planning. / Vicente, Carmen Ruiz; Assent, Ira; Jensen, Christian S.
2011 12th IEEE International Conference on Mobile Data Management (MDM). IEEE Computer Society Press, 2011. s. 119-128.

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Efficient algorithms for collaborative decision making for large scale settings. / Assent, Ira.
Proceedings of the 3rd international workshop on Collaborative information retrieval. Association for Computing Machinery, 2011. s. 15-18.

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External Evaluation Measures for Subspace Clustering. / Günnemann, Stephan; Färber, Ines; Müller, Emmanuel et al.
Proceedings of the 20th ACM international conference on Information and knowledge management . Association for Computing Machinery, 2011. s. 1363-1372.

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Scalable Density-Based Subspace Clustering. / Müller, Emmanuel; Assent, Ira; Günnemann, Stephan et al.
Proceedings of the 20th ACM international conference on Information and knowledge management . Association for Computing Machinery, 2011. s. 1077-1086.

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Detecting Outliers on Arbitrary Data Streams using Anytime Approaches. / Assent, Ira; Kranen, Philipp; Baldauf, Corinna et al.
International Workshop on Novel Data Stream Pattern Mining Techniques (StreamKDD 2010) in conjunction with 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA (2010). 2010.

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Efficient EMD-based Similarity Search in Medical Image Databases. / Wichterich, Marc; Kranen, Philipp; Assent, Ira et al.
Database Technology for Life Sciences and Medicine. red. / Claudia Plant; Christian Böhm. World Scientific, 2010. s. 175-202 (Science, Engineering and Biology Informatics , Bind 6).

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Incremental Learning of Medical Data for Multi-Step Patient Health Classification. / Kranen, Philipp; Müller, Emmanuel; Assent, Ira et al.
Database Technology for Life Sciences and Medicine. red. / Claudia Plant; Christian Böhm. World Scientific, 2010. s. 321-344 (Science, Engineering and Biology Informatics , Bind 6).

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Less is More: Non-Redundant Subspace Clustering. / Assent, Ira; Müller, Emmanuel; Günnemann, Stephan et al.
1st International Workshop on Discovering, Summarizing and Using Multiple Clusterings (MultiClust 2010) in conjunction with 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA (2010). 2010.

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Mining and representing recommendations in actively evolving recommender systems. / Assent, Ira.
International Workshop on Modeling, Managing and Mining of Evolving Social Networks (M3SN), in conjunction with IEEE International Conference on Data Engineering (ICDE 2010), Long Beach, CA, USA. 2010. s. 282-285.

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Pattern Detector: Fast Detection of Suspicious Stream Patterns for Immediate Reaction. / Assent, Ira; Kremer, Hardy; Günnemann, Stephan et al.
Proc. International Conference on Extending Database Technology (EDBT/ICDT 2010), Lausanne, Switzerland. 2010.

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Actively building private recommender networks for evolving reliable relationships. / Assent, Ira.
Proc. International Workshop on Modeling, Managing and Mining of Evolving Social Networks (M3SN), in conjunction with IEEE International Conference on Data Engineering (ICDE 2009). 2009. s. 1611-1614.

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Data Mining For Robust Flight Scheduling. / Assent, Ira; Krieger, Ralph; Welter, Petra et al.
Data Mining for Business Applications. 2009. s. 267-282.

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DensEst: Density Estimation for Data Mining in High Dimensional Spaces. / Müller, Emmanuel; Assent, Ira; Krieger, Ralph et al.
Proceedings of the Ninth SIAM International Conference on Data Mining. 2009. s. 175-186.

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OpenSubspace: An Open Source Framework for Evaluation and Exploration of Subspace Clustering Algorithms in WEKA. / Müller, Emmanuel; Assent, Ira; Günnemann, Stephan et al.
Proceedings of OSDM 2009. 2009. s. 1-12.

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Relevant Subspace Clustering: Mining the Most Interesting Non-Redundant Concepts in High-Dimensional Data. / Müller, Emmanuel; Assent, Ira; Günnemann, Stephan et al.
Proc. IEEE International Conference on Data Mining (ICDM 2009). 2009. s. 377-386.

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