Ira Assent

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 68

Top Venues

CoRR

EDBT

ICDE

Data Min. Knowl. Discov.

RWTH Aachen University, Germany (PHD)

Education History

RWTH Aachen University, Germany

PHD

Publications

Andrew Draganov, Jakob Rødsgaard Jørgensen, Katrine Scheel Nellemann, Davide Mottin, Ira Assent, Tyrus Berry, Çigdem Aslay
ActUp: Analyzing and Consolidating tSNE and UMAP. CoRR (2023)
Atefeh Moradan, Andrew Draganov, Davide Mottin, Ira Assent
UCoDe: unified community detection with graph convolutional networks. Mach. Learn. 112 (12) (2023)
Ignacio Talavera Cepeda, Amalie Brogaard Pauli, Ira Assent
Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference. SemEval@ACL (2023)
Antonela Tommasel, Rafael Pablos-Sarabia, Ira Assent
Re2Dan: Retrieval of Medical Documents for e-Health in Danish. RecSys (2023)
Amalie Brogaard Pauli, Rafael Sarabia, Leon Derczynski, Ira Assent
TeamAmpa at SemEval-2023 Task 3: Exploring Multilabel and Multilingual RoBERTa Models for Persuasion and Framing Detection. SemEval@ACL (2023)
Rafael Pablos-Sarabia, Joachim Nyborg, Morten Birk, Ira Assent
RainAI - Precipitation Nowcasting from Satellite Data. CoRR (2023)
Jakob Rødsgaard Jørgensen, Ira Assent
EGG-SynC: Exact GPU-parallelized Grid-based Clustering by Synchronization. EDBT (2023)
Anna Beer, Andrew Draganov, Ellen Hohma, Philipp Jahn, Christian M. M. Frey, Ira Assent
Connecting the Dots - Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering. KDD (2023)
Andrew Draganov, Jakob Rødsgaard Jørgensen, Katrine Scheel, Davide Mottin, Ira Assent, Tyrus Berry, Çigdem Aslay
ActUp: Analyzing and Consolidating tSNE and UMAP. IJCAI (2023)
Aaron Hurst, Daniel E. Lucani, Ira Assent, Qi Zhang
GLEAN: Generalized-Deduplication-Enabled Approximate Edge Analytics. IEEE Internet Things J. 10 (5) (2023)
Amalie Brogaard Pauli, Leon Derczynski, Ira Assent
Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification. EMNLP (2023)
Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent
SGD Biased towards Early Important Samples for Efficient Training. ICDM (2023)
Antonela Tommasel, Ira Assent
Recommendation fairness and where to find it: An empirical study on fairness of user recommender systems. BigData (2023)
Jakob Rødsgaard Jørgensen, Ira Assent, Hans-Jörg Schulz
AVID: GPU-enabled Visual Analytics with GPU-FAST-PROCLUS. EDBT (2022)
Son T. Mai, Jon Jacobsen, Sihem Amer-Yahia, Ivor T. A. Spence, Nhat-Phuong Tran, Ira Assent, Quoc Viet Hung Nguyen
Incremental Density-Based Clustering on Multicore Processors. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Karl-Emi Kjær Bilstrup, Magnus Høholt Kaspersen, Ira Assent, Simon Enni, Marianne Graves Petersen
From Demo to Design in Teaching Machine Learning. FAccT (2022)
Joachim Nyborg, Charlotte Pelletier, Ira Assent
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding. CVPR Workshops (2022)
Jakob Rødsgaard Jørgensen, Katrine Scheel, Ira Assent, Ajeet Ram Pathak, Anne C. Elster
GPU-FAST-PROCLUS: A Fast GPU-parallelized Approach to Projected Clustering. EDBT (2022)
Joachim Nyborg, Charlotte Pelletier, Ira Assent
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding. CoRR (2022)
Andrew Draganov, Tyrus Berry, Jakob Rødsgaard Jørgensen, Katrine Scheel Nellemann, Ira Assent, Davide Mottin
GiDR-DUN; Gradient Dimensionality Reduction - Differences and Unification. CoRR (2022)
Mads Toftrup, Søren Asger Sørensen, Manuel R. Ciosici, Ira Assent
A reproduction of Apple's bi-directional LSTM models for language identification in short strings. EACL (Student Research Workshop) (2021)
Mads Toftrup, Søren Asger Sørensen, Manuel R. Ciosici, Ira Assent
A reproduction of Apple's bi-directional LSTM models for language identification in short strings. CoRR (2021)
Frederik Hvilshøj, Alexandros Iosifidis, Ira Assent
ECINN: Efficient Counterfactuals from Invertible Neural Networks. BMVC (2021)
Frederik Hvilshøj, Alexandros Iosifidis, Ira Assent
ECINN: Efficient Counterfactuals from Invertible Neural Networks. CoRR (2021)
Joachim Nyborg, Ira Assent
Weakly-Supervised Cloud Detection with Fixed-Point GANs. IEEE BigData (2021)
Joachim Nyborg, Charlotte Pelletier, Sébastien Lefèvre, Ira Assent
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation. CoRR (2021)
Joachim Nyborg, Ira Assent
Weakly-Supervised Cloud Detection with Fixed-Point GANs. CoRR (2021)
Atefeh Moradan, Andrew Draganov, Davide Mottin, Ira Assent
UCoDe: Unified Community Detection with Graph Convolutional Networks. CoRR (2021)
Ciprian-Octavian Truica, Elena Simona Apostol, Jérôme Darmont, Ira Assent
TextBenDS: a Generic Textual Data Benchmark for Distributed Systems. Inf. Syst. Frontiers 23 (1) (2021)
Aaron Hurst, Qi Zhang, Daniel E. Lucani, Ira Assent
Direct Analytics of Generalized Deduplication Compressed IoT Data. GLOBECOM (2021)
Frederik Hvilshøj, Alexandros Iosifidis, Ira Assent
On Quantitative Evaluations of Counterfactuals. CoRR (2021)
Simon Enni, Ira Assent
Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development. CoRR (2021)
Ciprian-Octavian Truica, Elena Apostol, Jérôme Darmont, Ira Assent
TextBenDS: a generic Textual data Benchmark for Distributed Systems. CoRR (2021)
Jakob Rødsgaard Jørgensen, Katrine Scheel, Ira Assent
GPU-INSCY: A GPU-Parallel Algorithm and Tree Structure for Efficient Density-based Subspace Clustering. EDBT (2021)
Ira Assent, Carlotta Domeniconi, Aristides Gionis, Eyke Hüllermeier
Introduction to the special issue of the ECML PKDD 2020 journal track. Data Min. Knowl. Discov. 34 (5) (2020)
Ira Assent, Carlotta Domeniconi, Aristides Gionis, Eyke Hüllermeier
Introduction to the special issue of the ECML PKDD 2020 journal track. Mach. Learn. 109 (9-10) (2020)
Holger Trittenbach, Klemens Böhm, Ira Assent
Active Learning of SVDD Hyperparameter Values. DSAA (2020)
Jan Neerbek, Morten Eskildsen, Peter Dolog, Ira Assent
A Real-World Data Resource of Complex Sensitive Sentences Based on Documents from the Monsanto Trial. LREC (2020)
Manuel R. Ciosici, Ira Assent, Leon Derczynski
Accelerated High-Quality Mutual-Information Based Word Clustering. LREC (2020)
Son T. Mai, Sihem Amer-Yahia, Ira Assent, Mathias Skovgaard Birk, Martin Storgaard Dieu, Jon Jacobsen, Jesper Kristensen
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs. IEEE Trans. Knowl. Data Eng. 31 (7) (2019)
Manuel R. Ciosici, Ira Assent
Abbreviation Explorer - an interactive system for pre-evaluation of Unsupervised Abbreviation Disambiguation. NAACL-HLT (Demonstrations) (2019)
Junming Shao, Yue Tan, Lianli Gao, Qinli Yang, Claudia Plant, Ira Assent
Synchronization-based clustering on evolving data stream. Inf. Sci. 501 (2019)
Manuel R. Ciosici, Tobias Sommer, Ira Assent
Unsupervised Abbreviation Disambiguation Contextual disambiguation using word embeddings. CoRR (2019)
Jan Neerbek, Peter Dolog, Ira Assent
Selective Training: A Strategy for Fast Backpropagation on Sentence Embeddings. PAKDD (3) (2019)
Holger Trittenbach, Klemens Böhm, Ira Assent
Active Learning of SVDD Hyperparameter Values. CoRR (2019)
Manuel R. Ciosici, Leon Derczynski, Ira Assent
Quantifying the morphosyntactic content of Brown Clusters. NAACL-HLT (1) (2019)
Panagiotis Bouros, Ira Assent, Jacob Jeppesen, Thomas Skjødeberg Toftegaard
Processing Satellite Imagery for Decision-Making in Precision Agriculture. EDBT/ICDT Workshops (2019)
The Hai Pham, Jesper Kristensen, Son T. Mai, Ira Assent, Jon Jacobsen, Bay Vo, Anh Le
Interactive Exploration of Subspace Clusters on Multicore Processors. Trans. Large Scale Data Knowl. Centered Syst. 39 (2018)
Jan Neerbek, Ira Assent, Peter Dolog
Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural Networks. PAKDD (3) (2018)
Manuel R. Ciosici, Ira Assent
Abbreviation Expander - a Web-based System for Easy Reading of Technical Documents. COLING (Demos) (2018)
Simon Enni, Ira Assent
Using Balancing Terms to Avoid Discrimination in Classification. ICDM (2018)
Son T. Mai, Ira Assent, Jon Jacobsen, Martin Storgaard Dieu
Anytime parallel density-based clustering. Data Min. Knowl. Discov. 32 (4) (2018)
Kenneth S. Bøgh, Sean Chester, Darius Sidlauskas, Ira Assent
Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures. SIGMOD Conference (2017)
Jan Neerbek, Ira Assent, Peter Dolog
TABOO: Detecting Unstructured Sensitive Information Using Recursive Neural Networks. ICDE (2017)
Jesper Kristensen, Son T. Mai, Ira Assent, Jon Jacobsen, Bay Vo, Anh Le
Interactive Exploration of Subspace Clusters for High Dimensional Data. DEXA (1) (2017)
Son T. Mai, Martin Storgaard Dieu, Ira Assent, Jon Jacobsen, Jesper Kristensen, Mathias Skovgaard Birk
Scalable and Interactive Graph Clustering Algorithm on Multicore CPUs. ICDE (2017)
Kenneth S. Bøgh, Sean Chester, Ira Assent
SkyAlign: a portable, work-efficient skyline algorithm for multicore and GPU architectures. VLDB J. 25 (6) (2016)
Son T. Mai, Ira Assent, Anh Le
Anytime OPTICS: An Efficient Approach for Hierarchical Density-Based Clustering. DASFAA (1) (2016)
Ira Assent, Carlotta Domeniconi, Francesco Gullo, Andrea Tagarelli, Arthur Zimek
MultiClust 2013: Multiple Clusterings, Multiview Data, and Multisource Knowledgedriven Clustering: [Workshop Report]. SIGKDD Explor. 18 (1) (2016)
Guilherme Oliveira Campos, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello, Barbora Micenková, Erich Schubert, Ira Assent, Michael E. Houle
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study. Data Min. Knowl. Discov. 30 (4) (2016)
Son T. Mai, Ira Assent, Martin Storgaard
AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large Complex Datasets. KDD (2016)
Malene Søholm, Sean Chester, Ira Assent
Maximum Coverage Representative Skyline. EDBT (2016)
Sean Chester, Ira Assent
Explanations for Skyline Query Results. EDBT (2015)
Emmanuel Müller, Ira Assent, Stephan Günnemann, Thomas Seidl, Jennifer G. Dy
MultiClust special issue on discovering, summarizing and using multiple clusterings. Mach. Learn. 98 (1-2) (2015)
Kenneth S. Bøgh, Sean Chester, Ira Assent
Work-Efficient Parallel Skyline Computation for the GPU. Proc. VLDB Endow. 8 (9) (2015)
Michael L. Mortensen, Sean Chester, Ira Assent, Matteo Magnani
Efficient caching for constrained skyline queries. EDBT (2015)
Barbora Micenková, Brian McWilliams, Ira Assent
Learning Representations for Outlier Detection on a Budget. CoRR (2015)
Sean Chester, Darius Sidlauskas, Ira Assent, Kenneth S. Bøgh
Scalable parallelization of skyline computation for multi-core processors. ICDE (2015)
Sean Chester, Michael L. Mortensen, Ira Assent
On the Suitability of Skyline Queries for Data Exploration. EDBT/ICDT Workshops (2014)
Matteo Magnani, Ira Assent, Michael L. Mortensen
Taking the Big Picture: representative skylines based on significance and diversity. VLDB J. 23 (5) (2014)
Xuan-Hong Dang, Ira Assent, Raymond T. Ng, Arthur Zimek, Erich Schubert
Discriminative features for identifying and interpreting outliers. ICDE (2014)
Kenneth S. Bøgh, Sean Chester, Darius Sidlauskas, Ira Assent
Hashcube: A Data Structure for Space- and Query-Efficient Skycube Compression. CIKM (2014)
Matteo Magnani, Ira Assent, Kasper Hornbæk, Mikkel R. Jakobsen, Ken Friis Larsen
SkyView: a user evaluation of the skyline operator. CIKM (2013)
Matteo Magnani, Ira Assent
From stars to galaxies: skyline queries on aggregate data. EDBT (2013)
Ira Assent, Xuan-Hong Dang, Barbora Micenková, Raymond T. Ng
Outlier Detection with Space Transformation and Spectral Analysis. SDM (2013)
Kenneth S. Bøgh, Ira Assent, Matteo Magnani
Efficient GPU-based skyline computation. DaMoN (2013)
Xuan-Hong Dang, Barbora Micenková, Ira Assent, Raymond T. Ng
Local Outlier Detection with Interpretation. ECML/PKDD (3) (2013)
Barbora Micenková, Raymond T. Ng, Xuan-Hong Dang, Ira Assent
Explaining Outliers by Subspace Separability. ICDM (2013)
Ira Assent
Clustering high dimensional data. WIREs Data Mining Knowl. Discov. 2 (4) (2012)
Philipp Kranen, Ira Assent, Thomas Seidl
An Index-Inspired Algorithm for Anytime Classification on Evolving Data Streams. Datenbank-Spektrum 12 (1) (2012)
Emmanuel Müller, Ira Assent, Patricia Iglesias Sánchez, Yvonne Mülle, Klemens Böhm
Outlier Ranking via Subspace Analysis in Multiple Views of the Data. ICDM (2012)
Man Lung Yiu, Ira Assent, Christian S. Jensen, Panos Kalnis
Outsourced Similarity Search on Metric Data Assets. IEEE Trans. Knowl. Data Eng. 24 (2) (2012)
Ira Assent
Efficient Density-Based Subspace Clustering in High Dimensions. CHDD (2012)
Xuan-Hong Dang, Ira Assent, James Bailey
Multiple Clustering Views via Constrained Projections. MultiClust@SDM (2012)
Ira Assent, Philipp Kranen, Corinna Baldauf, Thomas Seidl
AnyOut: Anytime Outlier Detection on Streaming Data. DASFAA (1) (2012)
Christian Beecks, Ira Assent, Thomas Seidl
Content-Based Multimedia Retrieval in the Presence of Unknown User Preferences. MMM (1) (2011)
Philipp Kranen, Ira Assent, Corinna Baldauf, Thomas Seidl
The ClusTree: indexing micro-clusters for anytime stream mining. Knowl. Inf. Syst. 29 (2) (2011)
Hoang Vu Nguyen, Vivekanand Gopalkrishnan, Ira Assent
An Unbiased Distance-Based Outlier Detection Approach for High-Dimensional Data. DASFAA (1) (2011)
Emmanuel Müller, Ira Assent, Stephan Günnemann, Thomas Seidl
Scalable density-based subspace clustering. CIKM (2011)
Stephan Günnemann, Ines Färber, Emmanuel Müller, Ira Assent, Thomas Seidl
External evaluation measures for subspace clustering. CIKM (2011)
Emmanuel Müller, Ira Assent, Stephan Günnemann, Patrick Gerwert, Matthias Hannen, Timm Jansen, Thomas Seidl
A Framework for Evaluation and Exploration of Clustering Algorithms in Subspaces of High Dimensional Databases. BTW (2011)
Hardy Kremer, Stephan Günnemann, Anca Maria Ivanescu, Ira Assent, Thomas Seidl
Efficient Processing of Multiple DTW Queries in Time Series Databases. SSDBM (2011)
Carmen Ruiz Vicente, Ira Assent, Christian S. Jensen
Effective Privacy-Preserving Online Route Planning. Mobile Data Management (1) (2011)
Ira Assent
Effiziente Ähnlichkeitssuche und Data Mining in großen Multimediadatenbanken (Efficient Adaptive Retrieval and Mining in Large Multimedia Databases). it Inf. Technol. 52 (1) (2010)
Ira Assent, Hardy Kremer, Thomas Seidl
Speeding Up Complex Video Copy Detection Queries. DASFAA (1) (2010)
Ira Assent, Philipp Kranen, Corinna Baldauf, Thomas Seidl
Detecting outliers on arbitrary data streams using anytime approaches. StreamKDD@KDD (2010)
Ira Assent
Mining and representing recommendations in actively evolving recommender systems. ICDE Workshops (2010)
Ira Assent, Hardy Kremer, Stephan Günnemann, Thomas Seidl
Pattern detector: fast detection of suspicious stream patterns for immediate reaction. EDBT (2010)
Philipp Kranen, Ira Assent, Corinna Baldauf, Thomas Seidl
Self-Adaptive Anytime Stream Clustering. ICDM (2009)
Ira Assent
Efficient Adaptive Retrieval and Mining in Large Multimedia Databases. BTW (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ira Assent