Deepak P

Orcid: 0000-0002-1336-2356

Affiliations:
  • Queen's University Belfast, UK


According to our database1, Deepak P authored at least 121 papers between 2004 and 2024.

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Bibliography

2024
AI Safety: Necessary, but insufficient and possibly problematic.
CoRR, 2024

Towards Fairer Centroids in K-means Clustering.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
AI and core electoral processes: Mapping the horizons.
AI Mag., September, 2023

On Efficient Large Maximal Biplex Discovery.
IEEE Trans. Knowl. Data Eng., 2023

FiSH: fair spatial hot spots.
Data Min. Knowl. Discov., 2023

Blacks is to Anger as Whites is to Joy? Understanding Latent Affective Bias in Large Pre-trained Neural Language Models.
CoRR, 2023

REDAffectiveLM: Leveraging Affect Enriched Embedding and Transformer-based Neural Language Model for Readers' Emotion Detection.
CoRR, 2023

A Group-Level Learning Approach Using Logistic Regression for Fairer Decisions.
Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops, 2023

Data Fusion for Better Fake Reviews Detection.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Multi-task Ensemble Learning for Fake Reviews Detection and Helpfulness Prediction: A Novel Approach.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

The Case for Circularities in Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2023

Group Fairness in Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2023

Multiple Evidence Combination for Fact-Checking of Health-Related Information.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022
Improved Methods to Aid Unsupervised Evidence-Based Fact Checking for Online Heath News.
J. Data Intell., 2022

Readers' affect: predicting and understanding readers' emotions with deep learning.
J. Big Data, 2022

Warping resilient scalable anomaly detection in time series.
Neurocomputing, 2022

Cluster-level Group Representativity Fairness in k-means Clustering.
CoRR, 2022

On Gender Bias in Fake News.
CoRR, 2022

Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers.
CoRR, 2022

Exploring Rawlsian Fairness for K-Means Clustering.
CoRR, 2022

Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias.
CoRR, 2022

Span Detection for Kinematics Word Problems.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

On Efficient Large Maximal Biplex Discovery (Extended abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Never Judge a Case by Its (Unreliable) Neighbors: Estimating Case Reliability for CBR.
Proceedings of the Case-Based Reasoning Research and Development, 2022

Counterfactuals as Explanations for Monotonic Classifiers.
Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

Evidence Extraction to Validate Medical Claims in Fake News Detection.
Proceedings of the Health Information Science - 11th International Conference, 2022

Deep Extreme Mixture Model for Time Series Forecasting.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Data Science for Fake News - Surveys and Perspectives
The Information Retrieval Series 42, Springer, ISBN: 978-3-030-62695-2, 2021

A distributional semantics-based information retrieval framework for online social networks.
Intell. Decis. Technol., 2021

Emotion-aware polarity lexicons for Twitter sentiment analysis.
Expert Syst. J. Knowl. Eng., 2021

FairLOF: Fairness in Outlier Detection.
Data Sci. Eng., 2021

On Fairness and Interpretability.
CoRR, 2021

FiSH: Fair Spatial Hotspots.
CoRR, 2021

Ranking Online Reviews Based on Their Helpfulness: An Unsupervised Approach.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Unsupervised Keyword Combination Query Generation from Online Health Related Content for Evidence-Based Fact Checking.
Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

Towards Richer Realizations of Holographic CBR.
Proceedings of the Case-Based Reasoning Research and Development, 2021

Revisiting Fast and Slow Thinking in Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2021

Thinking Fast and Slow: A CBR Perspective.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Cross-modal Data Linkage for Common Entity Identification.
Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

2020
Whither Fair Clustering?
CoRR, 2020

Modeling Implicit Communities using Spatio-Temporal Point Processes from Geo-tagged Event Traces.
CoRR, 2020

Unsupervised Separation of Native and Loanwords for Malayalam and Telugu.
CoRR, 2020

Fair Outlier Detection.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Modeling Implicit Communities from Geo-Tagged Event Traces Using Spatio-Temporal Point Processes.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Representativity Fairness in Clustering.
Proceedings of the WebSci '20: 12th ACM Conference on Web Science, 2020

On the Coherence of Fake News Articles.
Proceedings of the ECML PKDD 2020 Workshops, 2020

Exploring Thematic Coherence in Fake News.
Proceedings of the ECML PKDD 2020 Workshops, 2020

ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences.
Proceedings of the iiWAS '20: The 22nd International Conference on Information Integration and Web-based Applications & Services, Virtual Event / Chiang Mai, Thailand, November 30, 2020

Emotion cognizance improves health fake news identification.
Proceedings of the IDEAS 2020: 24th International Database Engineering & Applications Symposium, 2020

Local connectivity in centroid clustering.
Proceedings of the IDEAS 2020: 24th International Database Engineering & Applications Symposium, 2020

BiLSTM-Autoencoder Architecture for Stance Prediction.
Proceedings of the 2020 International Conference on Data Science and Engineering, 2020

Unsupervised Fake News Detection: A Graph-based Approach.
Proceedings of the HT '20: 31st ACM Conference on Hypertext and Social Media, 2020

Fairness in Clustering with Multiple Sensitive Attributes.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Fairness in Unsupervised Learning.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Distributed Representations for Arithmetic Word Problems.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Location-Specific Influence Quantification in Location-Based Social Networks.
ACM Trans. Intell. Syst. Technol., 2019

Emotion Cognizance Improves Fake News Identification.
CoRR, 2019

Warping Resilient Time Series Embeddings.
CoRR, 2019

Sentiment and Emotion Based Representations for Fake Reviews Detection.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

2018
Leveraging semantic resources in diversified query expansion.
World Wide Web, 2018

Topic-Specific Sentiment Analysis Can Help Identify Political Ideology.
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, 2018

It Pays to Be Certain: Unsupervised Record Linkage via Ambiguity Minimization.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Fast Identification of Interesting Spatial Regions with Applications in Human Development Research.
Proceedings of the Database and Expert Systems Applications, 2018

Content and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Lexicon based feature extraction for emotion text classification.
Pattern Recognit. Lett., 2017

Lexicon Generation for Emotion Detection from Text.
IEEE Intell. Syst., 2017

Location Inference from Tweets using Grid-based Classification.
CoRR, 2017

Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

LoCaTe: Influence Quantification for Location Promotion in Location-based Social Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Unsupervised Separation of Transliterable and Native Words for Malayalam.
Proceedings of the 14th International Conference on Natural Language Processing, 2017

Latent Space Embedding for Retrieval in Question-Answer Archives.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

LTRo: Learning to Route Queries in Clustered P2P IR.
Proceedings of the Advances in Information Retrieval, 2017

2016
Learning Concept Hierarchies through Probabilistic Topic Modeling.
CoRR, 2016

Select, Link and Rank: Diversified Query Expansion and Entity Ranking Using Wikipedia.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Emotion-Corpus Guided Lexicons for Sentiment Analysis on Twitter.
Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

Clustering-Based Query Routing in Cooperative Semi-Structured Peer to Peer Networks.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

MixKMeans: Clustering Question-Answer Archives.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Leveraging Stratification in Twitter Sampling.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Evaluating Document Retrieval Methods for Resource Selection in Clustered P2P IR.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Operators for Similarity Search - Semantics, Techniques and Usage Scenarios
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-21257-9, 2015

Inferring and Exploiting Categories for Next Location Prediction.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Indexing and matching trajectories under inconsistent sampling rates.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Entity Linking for Web Search Queries.
Proceedings of the Advances in Information Retrieval, 2015

2014
Detecting localized homogeneous anomalies over spatio-temporal data.
Data Min. Knowl. Discov., 2014

Generating a Word-Emotion Lexicon from #Emotional Tweets.
Proceedings of the Third Joint Conference on Lexical and Computational Semantics, 2014

Fast Mining of Interesting Phrases from Subsets of Text Corpora.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Entity Linking: Detecting Entities within Text.
Proceedings of the 20th International Conference on Management of Data, 2014

Unsupervised Solution Post Identification from Discussion Forums.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Query Suggestions for Textual Problem Solution Repositories.
Proceedings of the Advances in Information Retrieval, 2013

2012
Exploiting Evidence from Unstructured Data to Enhance Master Data Management.
Proc. VLDB Endow., 2012

Interpretable and reconfigurable clustering of document datasets by deriving word-based rules.
Knowl. Inf. Syst., 2012

Improving Recall of Regular Expressions for Information Extraction.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Finding Relevant Tweets.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012

Configurable and Extensible Multi-flows for Providing Analytics as a Service on the Cloud.
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

Retrieving similar discussion forum threads: a structure based approach.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Spatio-Temporal Indexing: Current Scenario, Challenges and Approaches.
Proceedings of the 18th International Conference on Management of Data, 2012

Two-part segmentation of text documents.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Fast Rule Mining Over Multi-Dimensional Windows.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Text Retrieval Using SMS Queries: Datasets and Overview of FIRE 2011 Track on SMS-Based FAQ Retrieval.
Proceedings of the Multilingual Information Access in South Asian Languages, 2011

Efficient reverse skyline retrieval with arbitrary non-metric similarity measures.
Proceedings of the EDBT 2011, 2011

More or better: on trade-offs in compacting textual problem solution repositories.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Efficient RkNN Retrieval with Arbitrary Non-Metric Similarity Measures.
Proc. VLDB Endow., 2010

Content-Aware Master Data Management.
Proceedings of the 16th International Conference on Management of Data, 2010

2009
Unsupervised segmentation of conversational transcripts.
Stat. Anal. Data Min., 2009

A service delivery platform for server management services.
IBM J. Res. Dev., 2009

CAESAR: A Context-Aware, Social Recommender System for Low-End Mobile Devices.
Proceedings of the MDM 2009, 2009

Efficient skyline retrieval with arbitrary similarity measures.
Proceedings of the EDBT 2009, 2009

CRM Analytics Framework.
Proceedings of the 15th International Conference on Management of Data, 2009

2008
Intelligent user assistance for cost effective usage of mobile phone.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Efficient online top-K retrieval with arbitrary similarity measures.
Proceedings of the EDBT 2008, 2008

2007
Mining conversational text for procedures with applications in contact centers.
Int. J. Document Anal. Recognit., 2007

Optimizing on Mobile Usage Cost for the Lower Income Group: Insights and Recommendations.
Proceedings of the Human-Computer Interaction, 2007

<i> SymAB</i> : Symbol-Based Address Book for the Semi-literate Mobile User.
Proceedings of the Human-Computer Interaction, 2007

2006
Building Clusters of Related Words: An Unsupervised Approach.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Differential Voting in Case Based Spam Filtering.
Proceedings of the 6th Industrial Conference on Data Mining, Poster Proceedings, 2006

Corpus Based Unsupervised Labeling of Documents.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

UnURL: Unsupervised Learning from URLs.
Proceedings of the 13th International Conference on Management of Data, 2006

Unsupervised Learning from URL Corpora.
Proceedings of the 13th International Conference on Management of Data, 2006

2005
Spam Filtering using Spam Mail Communities.
Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet (SAINT 2005), 31 January, 2005

2004
Identifying the subject of small, sparsely linked collections from a web community.
Int. J. Web Based Communities, 2004

Context Disambiguation in Web Search Results.
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004


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