Dr. Hajira Jabeen left SDA. The profile below reflects the status at the point of her departure and is no longer updated.
Senior Researcher
Computer Science Institute
University of Bonn
Profiles: LinkedIn, Google Scholar, DBLP
Room 1.066
Endenicher Allee 19a, 53117 Bonn
University of Bonn, Computer Science
jabeen@iai.uni-bonn.de
Short CV
Dr. Hajira Jabeen is a Senior Researcher at the University of Bonn. She received her PhD degree in computer Science from National University of Computing and Emerging Sciences, Islamabad, Pakistan.
Her research interests includes Big Data Artificial Intelligence, Evolutionary Computation, Semantic Web, Data Mining and Machine Learning.
Research Interests
- Big Data
- Data Mining and Data Analysis
- Semantic Web
- Machine Learning
Publications
2022
SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs Proceedings Article
In: 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2022, Laguna Hills, CA, USA, September 19-21, 2022, pp. 1–8, IEEE, 2022.
Ethical and Sustainability Considerations for Knowledge Graph based Machine Learning Proceedings Article
In: 5th IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2022, Laguna Hills, CA, USA, September 19-21, 2022, pp. 53–60, IEEE, 2022.
DistAD: A Distributed Generic Anomaly Detection Framework over Large KGs Proceedings Article
In: 16th IEEE International Conference on Semantic Computing, ICSC 2022, Laguna Hills, CA, USA, January 26-28, 2022, pp. 243–250, IEEE, 2022.
Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets Journal Article
In: IEEE Access, vol. 10, pp. 2269–2283, 2022.
2021
Large Scale Distributed Optimization using Apache Spark: Distributed Scalable Shade-Bat (DistSSB) Proceedings Article
In: IEEE Congress on Evolutionary Computation, CEC 2021, Kraków, Poland, June 28 - July 1, 2021, pp. 2559–2566, IEEE, 2021.
DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs Proceedings Article
In: CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, pp. 4465–4474, ACM, 2021.
Literal2Feature: An Automatic Scalable RDF Graph Feature Extractor Proceedings Article
In: Further with Knowledge Graphs - Proceedings of the 17th International Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, September 6-9, 2021, pp. 74–88, IOS Press, 2021.
A Scalable Approach for Distributed Reasoning over Large-scale OWL Datasets Proceedings Article
In: Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2021, Volume 2: KEOD, Online Streaming, October 25-27, 2021, pp. 51–60, SCITEPRESS, 2021.
Deploying a Strategy to Unlock Big Data Research and Teaching Activities in the West Balkan Region Proceedings Article
In: ITiCSE '21: Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V.1, Virtual Event, Germany, June 26 - July 1, 2021, pp. 491–497, ACM, 2021.
A Big Data Learning Platform for the West Balkans and Beyond Proceedings Article
In: ITiCSE '21: Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V.2, Virtual Event, Germany, June 26 - July 1, 2021, pp. 617–618, ACM, 2021.
DistSim - Scalable Distributed in-Memory Semantic Similarity Estimation for RDF Knowledge Graphs Proceedings Article
In: 15th IEEE International Conference on Semantic Computing, ICSC 2021, Laguna Hills, CA, USA, January 27-29, 2021, pp. 333–336, IEEE, 2021.
2020
AutoChef: Automated Generation of Cooking Recipes Proceedings Article
In: IEEE Congress on Evolutionary Computation, CEC 2020, Glasgow, United Kingdom, July 19-24, 2020, pp. 1–7, IEEE, 2020.
Affinity Dependent Negative Sampling for Knowledge Graph Embeddings Proceedings Article
In: Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020), Heraklion, Greece, June 02, 2020 - moved online, CEUR-WS.org, 2020.
A Distributed Approach for Parsing Large-scale OWL Datasets Proceedings Article
In: Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020, pp. 227–234, SCITEPRESS, 2020.
Cross-administration comparative analysis of open fiscal data Proceedings Article
In: ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, Athens, Greece, 23-25 September, 2020, pp. 459–468, ACM, 2020.
DISE: A Distributed in-Memory SPARQL Processing Engine over Tensor Data Proceedings Article
In: IEEE 14th International Conference on Semantic Computing, ICSC 2020, San Diego, CA, USA, February 3-5, 2020, pp. 400–407, IEEE, 2020.
Multilingual Ontology Merging Using Cross-lingual Matching Proceedings Article
In: IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI/IAT 2020, Melbourne, Australia, December 14-17, 2020, pp. 113–120, IEEE, 2020.
OWLStats: Distributed Computation of OWL Dataset Statistics Proceedings Article
In: IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI/IAT 2020, Melbourne, Australia, December 14-17, 2020, pp. 381–386, IEEE, 2020.
IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA Journal Article
In: Expert Syst. Appl., vol. 147, pp. 113135, 2020.
Big Data Outlook, Tools, and Architectures Book Section
In: Knowledge Graphs and Big Data Processing, vol. 12072, pp. 35–55, Springer, 2020.
Scalable Knowledge Graph Processing Using SANSA Book Section
In: Knowledge Graphs and Big Data Processing, vol. 12072, pp. 105–121, Springer, 2020.
2019
Clustering Pipelines of Large RDF POI Data Proceedings Article
In: The Semantic Web: ESWC 2019 Satellite Events - ESWC 2019 Satellite Events, Portorov z, Slovenia, June 2-6, 2019, Revised Selected Papers, pp. 24–27, Springer, 2019.
Towards a Scalable Semantic-Based Distributed Approach for SPARQL Query Evaluation Proceedings Article
In: Semantic Systems. The Power of AI and Knowledge Graphs - 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings, pp. 295–309, Springer, 2019.
OECM: A Cross-Lingual Approach for Ontology Enrichment Proceedings Article
In: The Semantic Web: ESWC 2019 Satellite Events - ESWC 2019 Satellite Events, Portorov z, Slovenia, June 2-6, 2019, Revised Selected Papers, pp. 100–104, Springer, 2019.
EvoChef: Show Me What to Cook! Artificial Evolution of Culinary Arts Proceedings Article
In: Computational Intelligence in Music, Sound, Art and Design - 8th International Conference, EvoMUSART 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings, pp. 156–172, Springer, 2019.
From Monolingual to Multilingual Ontologies: The Role of Cross-Lingual Ontology Enrichment Proceedings Article
In: Semantic Systems. The Power of AI and Knowledge Graphs - 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9-12, 2019, Proceedings, pp. 215–230, Springer, 2019.
Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA) Proceedings Article
In: Intelligent Computing Theories and Application - 15th International Conference, ICIC 2019, Nanchang, China, August 3-6, 2019, Proceedings, Part I, pp. 424–435, Springer, 2019.
Uniform Access to Multiform Data Lakes using Semantic Technologies Proceedings Article
In: Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, iiWAS 2019, Munich, Germany, December 2-4, 2019, pp. 313–322, ACM, 2019.
The KEEN Universe - An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability Proceedings Article
In: The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II, pp. 3–18, Springer, 2019.
How to Feed the Squerall with RDF and Other Data Nuts? Proceedings Article
In: Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, Industry, and Outrageous Ideas) co-located with 18th International Semantic Web Conference (ISWC 2019), Auckland, New Zealand, October 26-30, 2019, pp. 293–296, CEUR-WS.org, 2019.
Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources Proceedings Article
In: The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II, pp. 229–245, Springer, 2019.
A Scalable Framework for Quality Assessment of RDF Datasets Proceedings Article
In: The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II, pp. 261–276, Springer, 2019.
Querying Data Lakes using Spark and Presto Proceedings Article
In: The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019, pp. 3574–3578, ACM, 2019.
BioKEEN: a library for learning and evaluating biological knowledge graph embeddings Journal Article
In: Bioinform., vol. 35, no. 18, pp. 3538–3540, 2019.
SML-Bench - A benchmarking framework for structured machine learning Journal Article
In: Semantic Web, vol. 10, no. 2, pp. 231–245, 2019.
2018
Divided We Stand Out! Forging Cohorts fOr Numeric Outlier Detection in Large Scale Knowledge Graphs (CONOD) Proceedings Article
In: Knowledge Engineering and Knowledge Management - 21st International Conference, EKAW 2018, Nancy, France, November 12-16, 2018, Proceedings, pp. 534–548, Springer, 2018.
Profiting from Kitties on Ethereum: Leveraging Blockchain RDF with SANSA Proceedings Article
In: Proceedings of the Posters and Demos Track of the 14th International Conference on Semantic Systems co-located with the 14th International Conference on Semantic Systems (SEMANTiCS 2018), Vienna, Austria, September 10-13, 2018, CEUR-WS.org, 2018.
Classifying Data Heterogeneity within Budget and Spending Open Data Proceedings Article
In: Proceedings of the 11th International Conference on Theory and Practice of Electronic Governance, ICEGOV 2018, Galway, Ireland, April 04-06, 2018, pp. 81–90, ACM, 2018.
OpenBudgets.eu: A Platform for Semantically Representing and Analyzing Open Fiscal Data Proceedings Article
In: Web Engineering - 18th International Conference, ICWE 2018, Cáceres, Spain, June 5-8, 2018, Proceedings, pp. 433–447, Springer, 2018.
2017
Managing Lifecycle of Big Data Applications Proceedings Article
In: Knowledge Engineering and Semantic Web - 8th International Conference, KESW 2017, Szczecin, Poland, November 8-10, 2017, Proceedings, pp. 263–276, Springer, 2017.
The Tale of Sansa Spark Proceedings Article
In: 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 - 25th, 2017, CEUR-WS.org, 2017.
Distributed Semantic Analytics Using the SANSA Stack Proceedings Article
In: The Semantic Web - ISWC 2017 - 16th International Semantic Web Conference, Vienna, Austria, October 21-25, 2017, Proceedings, Part II, pp. 147–155, Springer, 2017.
Big Data Europe Proceedings Article
In: Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), Venice, Italy, March 21-24, 2017, CEUR-WS.org, 2017.
The BigDataEurope Platform - Supporting the Variety Dimension of Big Data Proceedings Article
In: Web Engineering - 17th International Conference, ICWE 2017, Rome, Italy, June 5-8, 2017, Proceedings, pp. 41–59, Springer, 2017.
2013
Two-stage learning for multi-class classification using genetic programming Journal Article
In: Neurocomputing, vol. 116, pp. 311–316, 2013.
2012
Two layered Genetic Programming for mixed-attribute data classification Journal Article
In: Appl. Soft Comput., vol. 12, no. 1, pp. 416–422, 2012.
2011
Lazy Learning for Multi-class Classification Using Genetic Programming Proceedings Article
In: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence - 7th International Conference, ICIC 2011, Zhengzhou, China, August 11-14, 2011, Revised Selected Papers, pp. 177–182, Springer, 2011.
DepthLimited crossover in GP for classifier evolution Journal Article
In: Comput. Hum. Behav., vol. 27, no. 5, pp. 1475–1481, 2011.
2010
A Framework for Optimization of Genetic Programming Evolved Classifier Expressions Using Particle Swarm Optimization Proceedings Article
In: Hybrid Artificial Intelligence Systems, 5th International Conference, HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part I, pp. 56–63, Springer, 2010.
CLONAL-GP Framework for Artificial Immune System Inspired Genetic Programming for Classification Proceedings Article
In: Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part I, pp. 61–68, Springer, 2010.