Ira Assent

Orcid: 0000-0002-1091-9948

Affiliations:
  • Aarhus University, Denmark


According to our database1, Ira Assent authored at least 127 papers between 2006 and 2024.

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Bibliography

2024
Wiki Entity Summarization Benchmark.
CoRR, 2024

HUNIPU: Efficient Hungarian Algorithm on IPUs.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

2023
UCoDe: unified community detection with graph convolutional networks.
Mach. Learn., December, 2023

GLEAN: Generalized-Deduplication-Enabled Approximate Edge Analytics.
IEEE Internet Things J., March, 2023

RainAI - Precipitation Nowcasting from Satellite Data.
CoRR, 2023

TeamAmpa at SemEval-2023 Task 3: Exploring Multilabel and Multilingual RoBERTa Models for Persuasion and Framing Detection.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Re2Dan: Retrieval of Medical Documents for e-Health in Danish.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Connecting the Dots - Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

ActUp: Analyzing and Consolidating tSNE and UMAP.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

SGD Biased towards Early Important Samples for Efficient Training.
Proceedings of the IEEE International Conference on Data Mining, 2023

Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

EGG-SynC: Exact GPU-parallelized Grid-based Clustering by Synchronization.
Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

Recommendation fairness and where to find it: An empirical study on fairness of user recommender systems.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Incremental Density-Based Clustering on Multicore Processors.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

GiDR-DUN; Gradient Dimensionality Reduction - Differences and Unification.
CoRR, 2022

From Demo to Design in Teaching Machine Learning.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

GPU-FAST-PROCLUS: A Fast GPU-parallelized Approach to Projected Clustering.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

AVID: GPU-enabled Visual Analytics with GPU-FAST-PROCLUS.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
TextBenDS: a Generic Textual Data Benchmark for Distributed Systems.
Inf. Syst. Frontiers, 2021

TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation.
CoRR, 2021

On Quantitative Evaluations of Counterfactuals.
CoRR, 2021

Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development.
CoRR, 2021

Direct Analytics of Generalized Deduplication Compressed IoT Data.
Proceedings of the IEEE Global Communications Conference, 2021

GPU-INSCY: A GPU-Parallel Algorithm and Tree Structure for Efficient Density-based Subspace Clustering.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

A reproduction of Apple's bi-directional LSTM models for language identification in short strings.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021

ECINN: Efficient Counterfactuals from Invertible Neural Networks.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Weakly-Supervised Cloud Detection with Fixed-Point GANs.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Introduction to the special issue of the ECML PKDD 2020 journal track.
Data Min. Knowl. Discov., 2020

A Real-World Data Resource of Complex Sensitive Sentences Based on Documents from the Monsanto Trial.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Accelerated High-Quality Mutual-Information Based Word Clustering.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

One of these words is not like the other: a reproduction of outlier identification using non-contextual word representations.
Proceedings of the First Workshop on Evaluation and Comparison of NLP Systems, 2020

Active Learning of SVDD Hyperparameter Values.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs.
IEEE Trans. Knowl. Data Eng., 2019

Synchronization-based clustering on evolving data stream.
Inf. Sci., 2019

Unsupervised Abbreviation Disambiguation Contextual disambiguation using word embeddings.
CoRR, 2019

Selective Training: A Strategy for Fast Backpropagation on Sentence Embeddings.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Quantifying the morphosyntactic content of Brown Clusters.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Abbreviation Explorer - an interactive system for pre-evaluation of Unsupervised Abbreviation Disambiguation.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Processing Satellite Imagery for Decision-Making in Precision Agriculture.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

2018
Interactive Exploration of Subspace Clusters on Multicore Processors.
Trans. Large Scale Data Knowl. Centered Syst., 2018

Anytime parallel density-based clustering.
Data Min. Knowl. Discov., 2018

Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Using Balancing Terms to Avoid Discrimination in Classification.
Proceedings of the IEEE International Conference on Data Mining, 2018

Abbreviation Expander - a Web-based System for Easy Reading of Technical Documents.
Proceedings of the COLING 2018, 2018

2017
Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

TABOO: Detecting Unstructured Sensitive Information Using Recursive Neural Networks.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Scalable and Interactive Graph Clustering Algorithm on Multicore CPUs.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Interactive Exploration of Subspace Clusters for High Dimensional Data.
Proceedings of the Database and Expert Systems Applications, 2017

2016
SkyAlign: a portable, work-efficient skyline algorithm for multicore and GPU architectures.
VLDB J., 2016

MultiClust 2013: Multiple Clusterings, Multiview Data, and Multisource Knowledgedriven Clustering: [Workshop Report].
SIGKDD Explor., 2016

On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study.
Data Min. Knowl. Discov., 2016

AnyDBC: An Efficient Anytime Density-based Clustering Algorithm for Very Large Complex Datasets.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Maximum Coverage Representative Skyline.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Anytime OPTICS: An Efficient Approach for Hierarchical Density-Based Clustering.
Proceedings of the Database Systems for Advanced Applications, 2016

2015
Work-Efficient Parallel Skyline Computation for the GPU.
Proc. VLDB Endow., 2015

MultiClust special issue on discovering, summarizing and using multiple clusterings.
Mach. Learn., 2015

Learning Representations for Outlier Detection on a Budget.
CoRR, 2015

Scalable parallelization of skyline computation for multi-core processors.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Efficient caching for constrained skyline queries.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

Explanations for Skyline Query Results.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014
Taking the Big Picture: representative skylines based on significance and diversity.
VLDB J., 2014

Discriminative features for identifying and interpreting outliers.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

On the Suitability of Skyline Queries for Data Exploration.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Hashcube: A Data Structure for Space- and Query-Efficient Skycube Compression.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Frequent Pattern Mining Algorithms for Data Clustering.
Proceedings of the Frequent Pattern Mining, 2014

2013
Outlier Detection with Space Transformation and Spectral Analysis.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Local Outlier Detection with Interpretation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Explaining Outliers by Subspace Separability.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

From stars to galaxies: skyline queries on aggregate data.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Efficient GPU-based skyline computation.
Proceedings of the Ninth International Workshop on Data Management on New Hardware, 2013

SkyView: a user evaluation of the skyline operator.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Clustering high dimensional data.
WIREs Data Mining Knowl. Discov., 2012

Outsourced Similarity Search on Metric Data Assets.
IEEE Trans. Knowl. Data Eng., 2012

An Index-Inspired Algorithm for Anytime Classification on Evolving Data Streams.
Datenbank-Spektrum, 2012

Multiple Clustering Views via Constrained Projections.
Proceedings of the 3rd MultiClust Workshop: Discovering, 2012

Outlier Ranking via Subspace Analysis in Multiple Views of the Data.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

AnyOut: Anytime Outlier Detection on Streaming Data.
Proceedings of the Database Systems for Advanced Applications, 2012

Efficient Density-Based Subspace Clustering in High Dimensions.
Proceedings of the Clustering High-Dimensional Data - First International Workshop, 2012

2011
The ClusTree: indexing micro-clusters for anytime stream mining.
Knowl. Inf. Syst., 2011

Efficient Processing of Multiple DTW Queries in Time Series Databases.
Proceedings of the Scientific and Statistical Database Management, 2011

Content-Based Multimedia Retrieval in the Presence of Unknown User Preferences.
Proceedings of the Advances in Multimedia Modeling, 2011

Effective Privacy-Preserving Online Route Planning.
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011

An Unbiased Distance-Based Outlier Detection Approach for High-Dimensional Data.
Proceedings of the Database Systems for Advanced Applications, 2011

Scalable density-based subspace clustering.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

External evaluation measures for subspace clustering.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

A Framework for Evaluation and Exploration of Clustering Algorithms in Subspaces of High Dimensional Databases.
Proceedings of the Datenbanksysteme für Business, 2011

2010
Effiziente Ähnlichkeitssuche und Data Mining in großen Multimediadatenbanken (Efficient Adaptive Retrieval and Mining in Large Multimedia Databases).
it Inf. Technol., 2010

Detecting outliers on arbitrary data streams using anytime approaches.
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques, 2010

Mining and representing recommendations in actively evolving recommender systems.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Pattern detector: fast detection of suspicious stream patterns for immediate reaction.
Proceedings of the EDBT 2010, 2010

Speeding Up Complex Video Copy Detection Queries.
Proceedings of the Database Systems for Advanced Applications, 2010

2009
Evaluating Clustering in Subspace Projections of High Dimensional Data.
Proc. VLDB Endow., 2009

Anticipatory DTW for Efficient Similarity Search in Time Series Databases.
Proc. VLDB Endow., 2009

HSM: Heterogeneous Subspace Mining in High Dimensional Data.
Proceedings of the Scientific and Statistical Database Management, 2009

Robust Adaptable Video Copy Detection.
Proceedings of the Advances in Spatial and Temporal Databases, 2009

DensEst: Density Estimation for Data Mining in High Dimensional Spaces.
Proceedings of the SIAM International Conference on Data Mining, 2009

Relevant Subspace Clustering: Mining the Most Interesting Non-redundant Concepts in High Dimensional Data.
Proceedings of the ICDM 2009, 2009

Self-Adaptive Anytime Stream Clustering.
Proceedings of the ICDM 2009, 2009

Actively Building Private Recommender Networks for Evolving Reliable Relationships.
Proceedings of the 25th International Conference on Data Engineering, 2009

Indexing density models for incremental learning and anytime classification on data streams.
Proceedings of the EDBT 2009, 2009

High-Dimensional Indexing for Multimedia Features.
Proceedings of the Datenbanksysteme in Business, 2009

Efficient Adaptive Retrieval and Mining in Large Multimedia Databases.
Proceedings of the Datenbanksysteme in Business, 2009

2008
Efficient adaptive retrieval and mining in large multimedia databases.
PhD thesis, 2008

Clustering multidimensional sequences in spatial and temporal databases.
Knowl. Inf. Syst., 2008

Public microarray repository semantic annotation with ontologies employing text mining and expression profile correlation.
BMC Bioinform., 2008

Efficient EMD-based similarity search in multimedia databases via flexible dimensionality reduction.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Pleiades: Subspace Clustering and Evaluation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

SubClass: Classification of Multidimensional Noisy Data Using Subspace Clusters.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Morpheus: interactive exploration of subspace clustering.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

INSCY: Indexing Subspace Clusters with In-Process-Removal of Redundancy.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

OutRank: ranking outliers in high dimensional data.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

Efficient similarity search using the Earth Mover's Distance for large multimedia databases.
Proceedings of the 24th International Conference on Data Engineering, 2008

The TS-tree: efficient time series search and retrieval.
Proceedings of the EDBT 2008, 2008

Outlier detection and ranking based on subspace clustering.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

EDSC: efficient density-based subspace clustering.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
VISA: visual subspace clustering analysis.
SIGKDD Explor., 2007

An upper bound for transforming self-verifying automata into deterministic ones.
RAIRO Theor. Informatics Appl., 2007

Clicks: An effective algorithm for mining subspace clusters in categorical datasets.
Data Knowl. Eng., 2007

DUSC: Dimensionality Unbiased Subspace Clustering.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

AttentionAttractor: efficient video stream similarity query processing in real time.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Subspace outlier mining in large multimedia databases.
Proceedings of the Parallel Universes and Local Patterns, 01.05. - 04.05.2007, 2007

2006
Adaptable Distance Functions for Similarity-based Multimedia Retrieval.
Datenbank-Spektrum, 2006

Spatial Multidimensional Sequence Clustering.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Approximation Techniques for Indexing the Earth Mover's Distance in Multimedia Databases.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Efficient multi-step query processing for EMD-based similarity.
Proceedings of the Content-Based Retrieval, 23.04. - 28.04.2006, 2006


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