Oktie Hassanzadeh

Orcid: 0000-0001-5307-9857

Affiliations:
  • IBM Research
  • University of Toronto, Canada (former)


According to our database1, Oktie Hassanzadeh authored at least 95 papers between 2005 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
WikiCausal: Corpus and Evaluation Framework for Causal Knowledge Graph Construction.
CoRR, 2024

TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes.
CoRR, 2024

Distilling Event Sequence Knowledge From Large Language Models.
CoRR, 2024

2nd International Workshop on Tabular Data Analysis (TaDA).
Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

CHRONOS: A Schema-Based Event Understanding and Prediction System.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
An analysis of one-to-one matching algorithms for entity resolution.
VLDB J., November, 2023

tFood: Semantic Table Annotations Benchmark for Food Domain.
Dataset, April, 2023

An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge Graph.
CoRR, 2023

Improving Neural Ranking Models with Traditional IR Methods.
CoRR, 2023

Open Government Data Corpus for Table Search.
CoRR, 2023

A Cross-Domain Evaluation of Approaches for Causal Knowledge Extraction.
CoRR, 2023

LakeBench: Benchmarks for Data Discovery over Data Lakes.
CoRR, 2023

Event Prediction using Case-Based Reasoning over Knowledge Graphs.
Proceedings of the ACM Web Conference 2023, 2023

Preface TaDA.
Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023


A Case-Based Reasoning Approach to Knowledge-Based Event Prediction.
Proceedings of the ISWC 2023 Posters, 2023


Results of SemTab 2023.
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, 2023

Matching table metadata with business glossaries using large language models.
Proceedings of the 18th International Workshop on Ontology Matching co-located with the 22nd International Semantic Web Conference (ISWC 2023), 2023

Pairwise Causality Guided Transformers for Event Sequences.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Probabilistic Rule Induction from Event Sequences with Logical Summary Markov Models.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Probabilistic Attention-to-Influence Neural Models for Event Sequences.
Proceedings of the International Conference on Machine Learning, 2023

2022
Rule-Based Link Prediction over Event-Related Causal Knowledge in Wikidata.
Proceedings of the 3rd Wikidata Workshop 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), 2022

Knowledge Graph Embeddings for Causal Relation Prediction.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), 2022


Results of SemTab 2022.
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, 2022

Knowledge-Based News Event Analysis and Forecasting Toolkit.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Summary Markov Models for Event Sequences.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Bipartite Graph Matching Algorithms for Clean-Clean Entity Resolution: An Empirical Evaluation.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

SPOCK @ Causal News Corpus 2022: Cause-Effect-Signal Span Detection Using Span-Based and Sequence Tagging Models.
Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

2021
Bipartite Graph Matching Algorithms for Entity Resolution: An Empirical Evaluation.
CoRR, 2021

Building a Knowledge Graph of Events and Consequences Using Wikidata.
Proceedings of the 2nd Wikidata Workshop (Wikidata 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Predicting the Future with Wikidata and Wikipedia.
Proceedings of the ISWC 2021 Posters, 2021

Results of SemTab 2021.
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Results of SemTab 2020.
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching (SemTab 2020) co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

SemTab 2019: Resources to Benchmark Tabular Data to Knowledge Graph Matching Systems.
Proceedings of the Semantic Web - 17th International Conference, 2020

Causal Knowledge Extraction through Large-Scale Text Mining.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Interactive Planning-Based Hypothesis Generation with LTS+ +.
Proceedings of the Knowledge Engineering Tools and Techniques for AI Planning, 2020

2019
IBM Scenario Planning Advisor: Plan recognition as AI planning in practice.
AI Commun., 2019

Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Automated Feature Enhancement for Predictive Modeling using External Knowledge.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018
Ontology augmentation through matching with web tables.
Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

Inducing Implicit Relations from Text Using Distantly Supervised Deep Nets.
Proceedings of the Semantic Web - ISWC 2018, 2018

IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Semantic Concept Discovery over Event Databases.
Proceedings of the Semantic Web - 15th International Conference, 2018

2017
Large-scale structural and textual similarity-based mining of knowledge graph to predict drug-drug interactions.
J. Web Semant., 2017

Towards Comprehensive Noise Detection in Automatically Created Knowledge Graphs.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Semantic Concept Discovery Over Event Data.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Matching Web Tables with Knowledge Base Entities: From Entity Lookups to Entity Embeddings.
Proceedings of the Semantic Web - ISWC 2017, 2017

2016
Predicting Drug-Drug Interactions Through Similarity-Based Link Prediction Over Web Data.
Proceedings of the 25th International Conference on World Wide Web, 2016

Annotating web tables through ontology matching.
Proceedings of the 11th International Workshop on Ontology Matching co-located with the 15th International Semantic Web Conference (ISWC 2016), 2016

Interactive Planning-Based Hypothesis Generation with LTS++.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Predicting Drug-Drug Interactions Through Large-Scale Similarity-Based Link Prediction.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Self-Curating Databases.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Finding Diverse High-Quality Plans for Hypothesis Generation.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Joint Learning of Local and Global Features for Entity Linking via Neural Networks.
Proceedings of the COLING 2016, 2016

Towards Large-Scale Predictive Drug Safety: A Computational Framework for Inferring Drug Interactions Through Similarity-Based Link Prediction.
Proceedings of the AMIA 2016, 2016

Tiresias: Knowledge Engineering and Large-Scale Machine Learning for Interpretable Drug-Drug Interaction Prediction.
Proceedings of the AMIA 2016, 2016

2015
Schema Management for Document Stores.
Proc. VLDB Endow., 2015

Toward a complete dataset of drug-drug interaction information from publicly available sources.
J. Biomed. Informatics, 2015

VizCurator: A Visual Tool for Curating Open Data.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Understanding a large corpus of web tables through matching with knowledge bases: an empirical study.
Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015), 2015

LinkedCT Live: Platform for Online Curation of Clinical Trials Data.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Automatic Curation of Clinical Trials Data in LinkedCT.
Proceedings of the Semantic Web - ISWC 2015, 2015

2014
Exploring Big Data with Helix: Finding Needles in a Big Haystack.
SIGMOD Rec., 2014

2013
Record Linkage for Web Data.
PhD thesis, 2013

Publishing bibliographic data on the Semantic Web using BibBase.
Semantic Web, 2013

Discovering Linkage Points over Web Data.
Proc. VLDB Endow., 2013

Next Generation Data Analytics at IBM Research.
Proc. VLDB Endow., 2013

Dynamic enhancement of drug product labels to support drug safety, efficacy, and effectiveness.
J. Biomed. Semant., 2013

Collective ontology alignment.
Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

2012
Instance-Based Matching of Large Ontologies Using Locality-Sensitive Hashing.
Proceedings of the Semantic Web - ISWC 2012, 2012

Data Management Issues on the Semantic Web.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Semantic Link Discovery over Relational Data.
Proceedings of the Semantic Search over the Web, 2012

2011
Linked open drug data for pharmaceutical research and development.
J. Cheminformatics, 2011

Helix: online enterprise data analytics.
Proceedings of the 20th International Conference on World Wide Web, 2011

Linking Semistructured Data on the Web.
Proceedings of the 14th International Workshop on the Web and Databases 2011, 2011

2010
Publishing Bibliographic Data on the Semantic Web using BibBase.
Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

BibBase triplified.
Proceedings of the Proceedings the 6th International Conference on Semantic Systems, 2010

Online annotation of text streams with structured entities.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Creating probabilistic databases from duplicated data.
VLDB J., 2009

Linkage Query Writer.
Proc. VLDB Endow., 2009

Framework for Evaluating Clustering Algorithms in Duplicate Detection.
Proc. VLDB Endow., 2009

LinkedCT: A Linked Data Space for Clinical Trials
CoRR, 2009

Benchmarking Declarative Approximate Selection Predicates
CoRR, 2009

Automated Protein Structure Classification: A Survey
CoRR, 2009

A declarative framework for semantic link discovery over relational data.
Proceedings of the 18th International Conference on World Wide Web, 2009

Linked Movie Data Base.
Proceedings of the WWW2009 Workshop on Linked Data on the Web, 2009

Linking Open Drug Data.
Proceedings of the 5th International Conference on Semantic Systems, 2009

A framework for semantic link discovery over relational data.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2007
Benchmarking declarative approximate selection predicates.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Accuracy of Approximate String Joins Using Grams.
Proceedings of the Fifth International Workshop on Quality in Databases, 2007

2005
A Hybrid Approach for Refreshing Web Page Repositories.
Proceedings of the Database Systems for Advanced Applications, 2005


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