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<!DOCTYPE html>
<html>
<head>
<title>Hajira Jabeen</title>
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<body>
<div class="header">
<h1>Hajira Jabeen, PhD</h1>
<h2>Team lead : Artificial Intelligence for Research Data Management (AI4RDM)</h2>
<h2>Institute of Biomedical Informatics (BI-K), Uniklinik Köln</h2>
</div>
<h2 class="page-header">Summary</h2>
<table id="t02">
<tbody>
<tr>
<td>
As a key researcher at the Biomedical Informatics (BI-K), Uniklinik Köln, I focus on harnessing the power of Artificial Intelligence (AI) to drive advancements in Data Science and Data Management within the healthcare domain. My work revolves around developing scalable AI models and algorithms for optimizing data analytics and ensuring effective data stewardship, particularly in managing biomedical data. By integrating cutting-edge techniques such as Knowledge Graphs, Natural Language Processing (NLP), and FAIR Data Management principles, I aim to transform data into actionable insights, enhancing research capabilities and improving clinical outcomes.<br>
Previously, I served as Team Leader in Big Data Analytics at the <a href="https://www.gesis.org/en/home">GESIS-Leibniz Institute for the Social Sciences</a>, and as an Associate Researcher at <a href="http://sda.tech/">Smart Data Analytics (SDA)</a>, focusing on distributed semantic analytics. I also worked as a Data Science Expert at the University of Cologne for n <a href="https://www.ceplas.eu/en/home/"> CEPLAS</a>. My research has spanned diverse domains, including distributed analytics, data mining, semantic web, and the FAIRification of data. I've contributed to several H2020-funded projects, developing scalable architectures across several domains such as maritime, energy, food, social science, smart cities, and plant sciences. I’m passionate about organizational roles, teaching, research, and fostering industry collaborations.
<br>
email: <a href="mailto:">hajira.jabeen[at]uk-koeln.de</a> <br>
skype:<a href="skype:<username>?chat">hajira.jabeen</a> <br>
</td>
<td style="width: 96px;">
<a href="./HJ.jpg"> <img src="./HJ.jpg" alt="Photo" height="142" width="109"> </a>
</td>
</tr>
</tbody>
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<div class="tab">
<button class="tablinks" onclick="fields(event, 'Publications')">Publications</button>
<button class="tablinks" onclick="fields(event, 'Experience')">Experience</button>
<button class="tablinks" onclick="fields(event, 'Funded Research Projects')">Funded Research Projects</button>
<button class="tablinks" onclick="fields(event, 'Supervision')">Supervision</button>
<button class="tablinks" onclick="fields(event, 'Teaching')">Teaching</button>
<button class="tablinks" onclick="fields(event, 'Organisation')">Organisation</button>
</div>
<div id="Organisation" class="tabcontent">
<table id="t01" width="100%">
<tbody>
<tr>
<th>
<strong>Conferences Organization</strong>
</th>
</tr>
<tr>
<td>
<strong>General Chair</strong>
<ol>
<li>
Workshop on Large Scale RDF Analytics, LASCAR 2020
</li>
<li>
Workshop on Large Scale RDF Analytics, LASCAR 2019
</li>
<li>
Computer Science Conference for University of Bonn Students, CSCUBS 2018
</li>
</ol>
<strong>Senior Adviser</strong>
<ol>
<li>
Computer Science Conference for University of Bonn Students, CSCUBS 2019
</li>
</ol>
</td>
</tr>
<tr>
<th>
<strong>Special Schools Organization</strong>
</th>
</tr>
<tr>
<td>
<ol>
<li>
GRADANA school, Bonn, Germany 2017
</li>
<li>
GRADANA school, Thessaloniki, Greece 2019
</li>
<li>
LAMBDA BDA school, Belgrad, Serbia, 2019
</li>
</ol>
</td>
</tr>
<tr>
<th>
<strong>Journal Reviewer</strong>
</th>
</tr>
<tr>
<td>
<ol>
<li>
Knowledge Based Systems
</li>
<li>
Semantic Web Journal
</li>
<li>
Neurocomputing
</li>
<li>
Applied Soft Computing
</li>
</ol>
</td>
</tr>
<tr>
<th>
<strong>Program Committee Member</strong>
</th>
</tr>
<tr>
<td>
<ol>
<li>
IEEE International Conference on Semantic Computing, ICSC 2020
</li>
<li>
Extended Semantic Web Conference, ESWC 2020
</li>
<li>
International Conference on Advancements in Computational Sciences ICACS-2019
</li>
<li>
Data Analytics 2016
</li>
<li>
Extended Semantic Web Conference ESWC 2016
</li>
<li>
International Conference on Collection, handling, and documentation of digital forensics ICACC-2015
</li>
<li>
International Conference on Frontiers of Information Technology FIIT 2015
</li>
<li>
International Conference on Anti-Cybercrimes, ICACC-2015
</li>
<li>
IEEE World Congress on Computational Intelligence WCCI 2014
</li>
<li>
IEEE International Conference on Computer Science and Information Technology, IEEE-ICCSIT-2011
</li>
</ol>
</td>
</tr>
<tr>
<th>
<strong>Invited Talks</strong>
</th>
</tr>
<tr>
<td>
<ol>
<li>
Using the SANSA Stack on a 38 Billion Triple Ethereum Blockchain Dataset, “SEMANTiCS”, 2018
</li>
<li>
Distributed Knowledge Graph Processing, at ZEF, University of Bonn, 2018
</li>
<li>
Big Data Europe Platform at “European Big Data Value Forum” , Paris, France, 2017
</li>
<li>
Big Data Integrator Platform at “Apache Big Data Europe”, Seville, Spain, 2016
</li>
<li>
Data Classification using Genetic Programming, at IT University of Copenhagen, Denmark, 2014
</li>
<li>
Evolutionary Algorithms for Data Classification, at Aarhus University, Denmark, 2013
</li>
<li>
Genetic Programming and Classification, at “University of Cardiff”, Cardiff, England, 2010
</li>
<li>
Many Webinars for Big Data Europe
</li>
</ol>
</td>
</tr>
</tbody>
</table>
</div>
<div id="Teaching" class="tabcontent">
<table id="t01" width="100%">
<tbody>
<tr>
<th>
<strong>PhD</strong>
</th>
</tr>
<tr>
<td>
<ol>
<li>Theoretical Computational Intelligence</li>
<li>Data Mining</li>
</ol>
</td>
</tr>
<tr>
<th>
<strong>Master Theses</strong>
</th>
</tr>
<tr>
<td>
<ol>
<li>Distributed Big Data Analytics</li>
<li>Knowledge Graph Analytics</li>
<li>Advance Data Mining</li>
<li>Advance Artificial Intelligence</li>
<li>Advance Operating Systems</li>
<li>Advance Computer Architecture</li>
<li>Advance Analysis of Algorithms</li>
</ol>
</td>
</tr>
<tr>
<th>
<strong>Seminars</strong>
</th>
</tr>
<tr>
<td>
<ol>
<li>Model Driven Software Engineering</li>
<li>Knowledge Graphs</li>
</ol>
</td>
</tr>
<tr>
<th>
<strong>Bachelor</strong>
</th>
</tr>
<tr>
<td>
<ol>
<li>Introduction to Computer Science</li>
<li>Computer Programming ( C++, Java)</li>
<li>Web Development</li>
<li>Compute Architecture</li>
<li>Machine Learning</li>
<li>Object Oriented Programming</li>
<li>Data Mining</li>
<li>Artificial Intelligence</li>
<li>Information Systems</li>
<li>Computer Organization and Assembly</li>
</ol>
</td>
</tr>
</tbody>
</table>
</div>
<div id="Publications" class="tabcontent">
<ol>
<table id="t01" width="100%">
<tbody>
<tr>
<th>
<strong>Peer Reviewed Journal Articles</strong>
</th>
</tr>
<tr>
<td>
<li><a href="./publications/LLM-KG.pdf">Large language models and knowledge graphs: Opportunities and challenges</a>
<br /> J Z Pan, S Razniewski, .... <u>H Jabeen</u>, .. D. Graux,
<br /> Transactions on Graph Data and Knowledge (TGDK), 2024
</li>
<li><a href="./publications/SE4KG_Pro.pdf">SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs</a>
<br /> C F Draschner, J Lehmann, <u>H Jabeen</u>,
<br /> International Journal of Semantic Computing , 2023
</li>
<li><a href="./publications/EvoRecipes.pdf">
EvoRecipes: A Generative Approach for Evolving Context-Aware Recipes</a>
<br /> F Maqbool, S Razzaq, A Yar, <u>H Jabeen</u>, 2023
<br />IEEE Access
</li>
<li><a href="./publications/MoMatch_IEEE.pdf">
Towards the Multilingual Semantic Web: Multilingual Ontology Matching and Assessment</a>
<br />S Ibrahim, S Fathalla, J Lehmann, and <u>H Jabeen</u>, 2023
<br />IEEE Access
</li>
<li><a href="./publications/Graph_Coloring.pdf">
Graph Coloring using Evolutionary Computation: A case study of Blind Naked Mole Rat Algorithm</a>
<br /> F Maqbool, S Razzaq, A Yar, <u>H Jabeen</u>, 2023
<br />Expert Systems
</li>
<li><a href="./publications/OWLStats_EIS_Journal_March_2022.pdf">Efficient Computation of Comprehensive Statistical information of Large-scale OWL Dataset: A Scalable Approach</a>
<br />H Allah, S Fathalla, J Lehmann, and <u>H Jabeen</u>, 2022
<br />Enterprise Information Systems
</li>
<li><a href="./publications/FinantialIntegration.pdf">IOTA: Interlinking of Heterogeneous Multilingual Open Fiscal DaTA </a>
<br />Musyafa, F., Vidal, M, Orlandi, F, Lehmann, J. and <u>H Jabeen</u>, 2019
<br />Expert Systems With Applications
</li>
<li><a href="./publications/BioKEEN Application Note .pdf">BioKEEN: A library for learning and evaluating biological knowledge graph embeddings </a>
<br />M Ali, CT Hoyt, DD Fernandez, J Lehmann, <u>H Jabeen</u>, 2019
<br />Bioinformatics
</li>
<li><a href="./publications/opsode.pdf">OPSODE: Opposition based particle swarm optimization instilled with differential evolution</a>
<br />Q Abbas, J Ahmad, <u>H Jabeen</u>
<br />International Journal of Advanced and Applied Sciences, 2017</li>
<li><a href="./publications/tour.pdf">Tournament selection mechanism based random vector selection in differential evolution algorithm</a>
<br />Q Abbas, J Ahmad, <u>H Jabeen</u>
<br />International Journal of Advanced and Applied Sciences, 2017</li>
<li><a href="./publications/DE-ScienceAsia-2017.pdf">The analysis, identification and measures to remove inconsistencies from differential evolution mutation variants</a>
<br />Q Abbas, J Ahmad, <u>H Jabeen</u>
<br />SCIENCEASIA, 2017</li>
<li><a href="./publications/tour.pdf">Random Controlled Pool base Differential Evolution Algorithm (RCPDE)</a>
<br />Q Abbas, J Ahmad, <u>H Jabeen</u>
<br />Intelligent Automation & Soft Computing, 2017</li>
<li><a href="./publications/swj_sml_bench.pdf">SML-Bench:A benchmarking framework for structured machine learning</a>
<br />P Westphal, L Bühmann, S Bin, <u>H Jabeen</u>, J Lehmann
<br />Semantic Web, 1-15, 2017</li>
<li><a href="./publications/FPR.pdf">Fitness Proportionate Random Vector Selection based DE Algorithm (FPRVDE)</a>
<br />Q Abbas, J Ahmad, <u>H Jabeen</u>
<br />International Journal of Advanced Computer Science and Applications(IJACSA) , 2016</li>
<li><a href="./publications/NTS.pdf">A novel tournament selection based differential evolution variant for continuous optimization problems</a>
<br />Q Abbas, J Ahmad, <u>H Jabeen</u>
<br />Mathematical Problems in Engineering, 2015</li>
<li><a href="./publications/NEUCOM.pdf">Two-stage learning for multi-class classification using genetic programming</a>
<br /><u>H Jabeen</u>, AR Baig
<br />Neurocomputing, 2013</li>
<li><a href="./publications/ASOC.pdf">Two layered Genetic Programming for mixed-attribute data classification</a>
<br /><u>H Jabeen</u>, AR Baig
<br />Applied Soft Computing 2012</li>
<li><a href="./publications/IJICIC.pdf">GPSO: A Framework for Optimization of Genetic Programming Classifier Expressions for Binary Classification using Particle Swarm Optimization</a>
<br /><u>H Jabeen</u>, AR Baig
<br />International journal of innovative computing, information and control, 2011</li>
<li><a href="./publications/IJEST1.pdf">A Review of classification using genetic programming</a>
<br /><u>H Jabeen</u>, AR Baig
<br />International journal of engineering science and technology, 2010
<br />
<li><a href="./publications/CHB.pdf">DepthLimited Crossover in Genetic Programming for Classifier Evolution</a>
<br /><u>H Jabeen</u>, AR Baig
<br />Computers in Human Behaviour, 2010
<br />
</td>
</tr>
<tr>
<th>
<strong>Book Chapters</strong>
</th>
</tr>
<tr>
<td>
<li><a href="./publications/NICSO.pdf">Particle Swarm Optimization Based Tuning of Genetic Programming Evolved Classifier Expressions</a>
<br /><u>H Jabeen</u>, A R Baig
<br />Studies in Computational Intelligence (SCI). Vol 284, Springer, 2010</li>
<li><a href="./publications/edbt_bde.pdf">Big Data Europe</a>
<br /><u>H Jabeen</u>, P Archer, S Scerri, A Versteden, I Ermilov, G Mouchakis, J Lehmann and S Auer
<br />EDBT/ICDT Workshops, 2017</li>
<li><a href="./publications/BDoutlook.pdf">Big Data Outlook, Tools, and Architectures</a>
<br /><u>H Jabeen</u>
<br />Knowledge Graphs and Big Data Processing, Springer, 2020</li>
<li><a href="./publications/BDsansa.pdf">Scalable Knowledge Graph Processing using SANSA</a>
<br /><u>H Jabeen</u>, D Graux and G Sejdiu
<br />Knowledge Graphs and Big Data Processing, Springer, 2020</li>
</td>
</tr>
<tr>
<th>
<strong>Conference Proceedings</strong>
</th>
</tr>
<tr>
<td>
<li><a href="./publications/NAACL-24.pdf">The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models</a>
<br /> S Linzbach, L Kallmeyer, S Dietze, <u>H Jabeen</u>,
<br /> Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2024
</li>
<li><a href="./publications/WebSci-24.pdf">Investigating Characteristics, Biases and Evolution of Fact-Checked Claims on the Web</a>
<br /> S Gangopadhyay, S Schellhammer, S Hafid, D Dessi,C Koß, K Todorov, <u>H Jabeen</u>,
<br /> Proceedings of the 35th ACM Conference on Hypertext and Social Media, 2024
</li>
<li><a href="./publications/ACMWeb-24.pdf">Decoding Prompt Syntax: Analysing its Impact on Knowledge Retrieval in Large Language Models</a>
<br /> S Linzbach, L Kallmeyer, S Dietze, <u>H Jabeen</u>,
<br /> Companion Proceedings of the ACM Web Conference, 2023
</li>
<li><a href="./publications/ICSC-24.pdf">Towards syntax-aware pretraining and prompt engineering for knowledge retrieval from large language models.</a>
<br /> S Dietze, <u>H Jabeen</u>, L Kallmeyer and S Linzbach,
<br /> IEEE International Conference on Semantic Computing (ICSC), 204-211, 2023
</li>
<li><a href="./publications/AIKE-23.pdf">Anomaly Detection for Numerical Literals in Knowledge Graphs: A Short Review of Approaches</a>
<br /> F B Moghaddam, J Lehmann, <u>H Jabeen</u>,
<br /> IEEE Sixth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2023
</li>
<li><a href="./publications/ICSC_ExPAD.pdf">ExPAD: An Explainable Distributed Automatic Anomaly Detection Framework over Large KGs</a>
<br /> F B Moghaddam, J Lehmann, <u>H Jabeen</u>,
<br /> IEEE International Conference on Semantic Computing (ICSC), 204-211, 2023
</li>
<li><a href="./publications/Ethics_in_KG_ML_Draschner_AIKE_2022.pdf">Ethical and Sustainability Considerations for Knowledge Graph based Machine Learning</a>
<br /> C F Draschner, J Lehmann, <u>H Jabeen</u>,
<br /> IEEE International Conference on Artificial Intelligence and Knowledge Engineering (IEEE AIKE), 2022
</li>
<li><a href="./publications/SimE4KG_Draschner_AIKE_2022.pdf">SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs</a>
<br /> C F Draschner, J Lehmann, <u>H Jabeen</u>,
<br /> IEEE International Conference on Artificial Intelligence and Knowledge Engineering (IEEE AIKE), 2022
</li>
<li><a href="./publications/ICSC_2022_DistAnomalies_CR.pdf">DistAD: A Distributed Generic Anomaly Detection Framework over Large KGs</a>
<br /> F B Moghaddam, J Lehmann, <u>H Jabeen</u>,
<br /> IEEE International Conference on Semantic Computing (IEEE ICSC), 2022
</li>
<li><a href="./publications/DistRDF2ML_CIKM.pdf">DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs</a>
<br /> C F Draschner, C Stadler, F B Moghaddam, J Lehmann, <u>H Jabeen</u>,
<br />ACM International Conference on Information and Knowledge Management (CIKM), 2021
</li>
<li><a href="./publications/Inference-KEOD-2021.pdf">A Scalable Approach for Distributed Reasoning over Large-scale OWL Datasets</a>
<br /> H Allah, S Fathalla, J Lehmann, and <u>H Jabeen</u>,
<br />International Conference on Knowledge Engineering and Ontology Development (KEOD), 2021
</li>
<li><a href="./publications/SSB-CEC-2021.pdf">Large Scale Distributed Optimization using Apache Spark: Distributed Scalable Shade-Bat (DistSSB)</a>
<br /> F Maqbool, S Razzaq, A Yar, <u>H Jabeen</u>,
<br />Congress on Evolutionary Computation (IEEE CEC), 2021
</li>
<li><a href="./publications/Inference-KEOD-2021.pdf">Efficient Computation of Comprehensive Statistical information of Large-scale OWL Dataset: A Scalable Approach</a>
<br /> H Allah, S Fathalla, J Lehmann, and <u>H Jabeen</u>
<br /> International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD), 2021
</li>
<li><a href="./publications/Data_Stewards_ECT.pdf">Data Stewards as ambassadors between the NFDI and the community</a>
<br /> Dirk von Suchodoletz, Timo Mühlhaus, Dominik Brilhaus, <u>H Jabeen</u>, Björn Usadel, Jens Krüger, Holger Gauza, and Cristina Martins Rodrigues
<br />E-Science Tage, 2021
</li>
<li><a href="./publications/Literal2Feature_Semantics_2021_CR.pdf">Literal2Feature: An Automatic Scalable RDF Graph Feature Extractor</a>
<br /> F B Moghadam, C Drachner, <u>H Jabeen</u>, J Lehmann
<br />International Conference on Semantic Systems, 2021
</li>
<li><a href="./publications/LAMBDA_ITiCSE_2021_Full_Paper.pdf">Deploying a strategy to unlock Big Data research activities in the West Balkan region</a>
<br /> D Graux, V Janev, <u>H Jabeen</u>, E Sallinger
<br /> 26th Annual Conference on Innovation and Technology in Computer Science Education, 2021
</li>
<li><a href="./publications/LAMBDA_ITiCSE_2021_Demo_.pdf">A Big Data Learning Platform for the West Balkans and Beyond</a>
<br /> D Graux, V Janev, <u>H Jabeen</u>, E Sallinger
<br /> 26th Annual Conference on Innovation and Technology in Computer Science Education, 2021
</li>
<li><a href="./publications/ICSC-DistSim.pdf">DistSim - Scalable Distributed in-Memory Semantic Similarity Estimation for RDF Knowledge Graphs</a>
<br /> C Drachner, J Lehmann, and <u>H Jabeen</u>
<br /> IEEE International Conference on Semantic Computing (IEEE ICSC), 2021
</li>
<li><a href="./publications/WI_AIT2020_MULON.pdf">Multilingual Ontology Merging Using Cross-lingual Matching</a>
<br /> S Ibrahim, S Fathalla, J Lehmann, and <u>H Jabeen</u>
<br /> IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2020
</li>
<li><a href="./publications/DistOWL_KEOD2020_ShortPaper_CameraReady.pdf">A Distributed Approach for Parsing Large-Scale OWL Datasets</a>
<br /> H Allah, S Fathalla, J Lehmann, and <u>H Jabeen</u>
<br /> International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KEOD), 2020
</li>
<li><a href="./publications/OWLStats_WI_IAT2020_IEEE.pdf">OWLStats: Distributed Computation of OWL Dataset Statistics</a>
<br /> H Allah, S Fathalla, J Lehmann, and <u>H Jabeen</u>
<br /> IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2020
</li> <li><a href="./publications/Metadata_for_Emebdding.pdf">Metadata standards for the FAIR sharing of vector embeddings in Biomedicine</a>
<br /> S ̧Kafkas, R Celebi, M Ali, <u>H Jabeen</u>, M Dumontier and R Hoehndorf
<br /> Bio-Ontologies, 2020
</li>
<li><a href="./publications/AutoChef.pdf">AutoChef: Automated Generation of Cooking Recipes</a>
<br /> <u>H Jabeen</u>, J Weinz and J Lehmann
<br /> IEEE Congress on Evolutionary Computation (IEEE CEC), 2020
</li>
<li><a href="./publications/ICEGOV2020_CR.pdf">Cross Administration Comparative Analysis of Open Fiscal Data</a>
<br /> F Musyafa, J Lehmann and <u>H Jabeen</u>
<br /> International Conference on Theory and Practice of Electronic Governance, 2020</li>
<li><a href="./publications/DISE-CR.pdf"> DISE: A Distributed in-Memory SPARQL Processing Engine over Tensor Data</a>
<br /> <u>H Jabeen</u>, E Hazeiv, G Sejdiu and J Lehmann
<br /> IEEE International Conference on Semantic Computing, 2020</li>
<li><a href="./publications/..">Affinity Dependent Negative Sampling forKnowledge Graph Embeddings</a>
<br />M Baig, <u>H Jabeen</u>, M Ali, J Lehmann
<br />Deep Learning for Knowledge Graphs, 2020</li>
<li><a href="./publications/Squerall_ISWC.pdf">Uniform Access to Multiform Data Lakes using Semantic Technologies</a>
<br />MN Mami, D Graux, S Scerri, S Auer, <u>H Jabeen</u> and J Lehmann
<br /> International Conference on Information Integration and Web-based Applications & Services (iiWAS), 2019</li>
<li><a href="./publications/Sparql-SEMANTICS2019.pdf"> Towards A Scalable Semantic-based Distributed Approach for SPARQL query evaluation </a>
<br />Gezim Sejdiu, Damien Graux, Imran Khan, Ioanna Lytra, Hajira Jabeen, Jens Lehmann
<br />International Conference on Semantic Systems, 2019 </li>
<li> <a href="./publications/OECM_SEMANTICS2019.pdf">From Monolingual to Multilingual Ontologies: The Role of Cross-Lingual Ontology Enrichment</a>
<br />S Ibrahim, S Fathalla, HS Yazdi, J Lehmann, <u>H Jabeen</u>
<br />International Conference on Semantic Systems, 2019 </li>
<li> <a href="./publications/SGA.pdf">Scalable Distributed Genetic Algorithm Using Apache Spark (S-GA)</a>
<br />F Maqbool, S Razzaq, J Lehmann, <u>H Jabeen</u>
<br />International Conference on Intelligent Computing, 2019 </li>
<li><a href="./publications/Squerall_ISWC.pdf">Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources</a>
<br />MN Mami, D Graux, S Scerri, S Auer, <u>H Jabeen</u> and J Lehmann
<br /> International Semantic Web Conference, 2019</li>
<li><a href="./publications/iswc_dist_quality.pdf">A Scalable Framework for Quality Assessment of RDF Datasets</a>
<br /> G Sejdiu, A Rula, J Lehmann and <u>H Jabeen</u>
<br />International Semantic Web Conference, 2019</li>
<li><a href="./publications/Pykeen.pdf">The KEEN Universe: An Ecosystem for Knowledge Graph Embeddings with a Focus on Reproducibility and Transferability</a>
<br />M Ali, <u>H Jabeen</u>,CT Hoyt,and J Lehmann
<br /> International Semantic Web Conference, 2019</li>
<li><a href="./publications/evochef.pdf">EvoChef: Show Me What to Cook! Artificial Evolution of Culinary Arts</a>
<br /><u>H Jabeen</u>, N Tahara, J Lehmann
<br />International Conference on Computational Intelligence in Music, Sound, Art, 2019</li>
<li><a href="./publications/CONOD_.pdf">Divided we stand out! forging cohorts for numeric outlier detection in large scale knowledge graphs (conod)</a>
<br /><u>H Jabeen</u>, R Dadwal, G Sejdiu, J Lehmann
<br />European Knowledge Acquisition Workshop, 2019</li>
<li><a href="./publications/ICWE2018.pdf">OpenBudgets. eu: A Platform for Semantically Representing and Analyzing Open Fiscal Data</a>
<br />FA Musyaffa, L Halilaj, Y Li, F Orlandi, <u>H Jabeen</u>, S Auer, ME Vidal
<br />International Conference on Web Engineering, 433-447</li>
<li><a href="./publications/Classifying.pdf">Classifying data heterogeneity within budget and spending open data</a>
<br />FA Musyaffa, F Orlandi, <u>H Jabeen</u>, ME Vidal
<br />Proceedings of the 11th International Conference on Theory and Practice of</li>
<li><a href="./publications/Lifecycle.pdf">Managing lifecycle of big data applications</a>
<br />I Ermilov, ACN Ngomo, A Versteden, <u>H Jabeen</u>, G Sejdiu, G Argyriou, ...
<br />International Conference on Knowledge Engineering and the Semantic Web, 263-276</li>
<li><a href="./publications/SANSA.pdf">Distributed semantic analytics using the sansa stack</a>
<br />J Lehmann, G Sejdiu, L Bühmann, P Westphal, C Stadler, I Ermilov, S Bin, ...<u>H Jabeen</u>
<br />International Semantic Web Conference, 2017</li>
<li><a href="./publications/BDE.pdf">The BigDataEurope platform;supporting the variety dimension of big data</a>
<br />S Auer, S Scerri, A Versteden, E Pauwels, A Charalambidis, ...
<br />International Conference on Web Engineering, 2017</li>
<li><a href="./publications/BD-students.pdf">Big data analytics for behavior monitoring of students</a>
<br />AR Baig, <u>H Jabeen</u>
<br />Procedia Computer Science 82, 43-48</li>
<li><a href="./publications/ICKM1.pdf">Multiclass Classification using Genetic Programming</a>
<br />International Conference on Knowledge Management (ICKM 2012)
<br /><u>H Jabeen</u>, AR Baig, J Ahmed</li>
<li><a href="./publications/ICIC 12.pdf">Lazy learning for multi-class classification using genetic programming</a>
<br /><u>H Jabeen</u>, AR Baig
<br />International Conference on Intelligent Computing, 177-182</li>
<li><a href="./publications/KES.pdf">CLONAL-GP framework for artificial immune system inspired genetic programming for classification</a>
<br /><u>H Jabeen</u>, AR Baig
<br />International Conference on Knowledge-Based and Intelligent Information and</li>
<li><a href="./publications/HAIS.pdf">A framework for optimization of genetic programming evolved classifier expressions using particle swarm optimization</a>
<br /><u>H Jabeen</u>, AR Baig
<br />International Conference on Hybrid Artificial Intelligence Systems, 56-63</li>
<li><a href="./publications/OPSOM.pdf">Opposition based PSO and mutation operators</a>
<br />M Imran, <u>H Jabeen</u>, M Ahmad, Q Abbas, W Bangyal
<br />2010 2nd International Conference on Education Technology and Computer 4, V4 … 12</li>
<li><a href="./publications/water marking.pdf">Word length based zero-watermarking algorithm for tamper detection in text documents</a>
<br />Z Jalil, AM Mirza, <u>H Jabeen</u>
<br />2nd International Conference on Computer Engineering and Technology 2010</li>
<li><a href="./publications/IADIS.pdf">Sponsor-based-architecture for resource management in multi-agent systems</a>
<br />Z Jalil, <u>H Jabeen</u>
<br />IADIS Multi Conference on Computer Science and Information Systems(2007)</li>
<li><a href="./publications/Gecco.pdf">Opposition based initialization in particle swarm optimization (O-PSO)</a>
<br /><u>H Jabeen</u>, Z Jalil, AR Baig
<br /><em>Genetic and Evolutionary Computation Conference (GECCO 2009).</em>
</td>
</tr>
<tr>
<th>
<strong>Posters and Demos</strong></li>
</th>
</tr>
<tr>
<td>
<li><a href="./publications/EvoChef _ Poster.pdf">EvoChef: Show me What to Cook!
Artificial Evolution of Culinary Arts</a>
<br /><u>H Jabeen</u>,N Tahara and J Lehmann
<br />International Conference on Computational Intelligence in Music, Sound, Art and Design </li>
<li><a href="./publications/Smart_Chef_Poster.pdf">Smart Chef - Evolving Recipes</a>
<br /><u>H Jabeen</u>, C Drachner and J Lehmann
<br />International Conference on Computational Intelligence in Music, Sound, Art and Design </li>
<li><a href="./publications/Squerall_Demo.pdf">Querying Data Lakes using Spark and Presto</a>
<br />Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer
<br />WWW 2019 </li>
<li>
<a href="./publications/BDA_2019_LAMBDA_Poster.pdf">LAMBDA: Learning, Applying, Multiplying Big Data Analytics</a>
<br />V Janev, J Lehmann, E Sallinger, S Vahdati, D Graux, and <u>H Jabeen</u>
<br />European Semantic Web Symposium (ESWS 2019) </li>
<li><a href="./publications/PipingClustering_ESWC_2019_Poster.pdf">Clustering Pipelines of large RDF POI Data</a>
<br />R Dadwal, D Graux, G Sejdiu, <u>H Jabeen</u>, J Lehmann
<br />European Semantic Web Symposium (ESWS 2019)</li>
<li><a href="./publications/OECM-ESWC2019Poster.pdf">OECM: A Cross-lingual Approach for Ontology Enrichment</a>
<br />Shimaa Ibrahim, Said Fathalla, Hamed Shariat Yazdi, Jens Lehmann and Hajira Jabeen
<br />European Semantic Web Symposium (ESWS 2019)</li>
<li><a href="./publications/SANSA_Alethio_Semantics_2018_Poster.pdf">Profiting from Kitties on Ethereum: Leveraging Blockchain RDF Data with SANSA</a>
<br />D Graux, G Sejdiu, <u>H Jabeen</u>, J Lehmann, D Sui, D Muhs, J Pfeffer
<br />Semantics, 2018</li>
<li><a href="./publications/CSCUBS.pdf">Efficient Data Parsing and Vandalism Detection
on (Big) Knowledge Bases using Apache Spark</a>
<br />N Roqaya, <u>H Jabeen</u>, J Lehmann
<br />Computer Science Conference for University of Bonn Students, 2018 </li>
<li><a href="./publications/iswc_pd_sansa.pdf">The Tale of Sansa Spark</a>
<br />I Ermilov, J Lehmann, G Sejdiu, L Bühmann, P Westphal, C Stadler, S Bin, ...
<br />International Semantic Web Conference, 2017</li>
<li><a href="./publications/BDEPosterKAUST2.pdf">Big Data Platform for empowering
communities including life sciences</a>
<br /><u>H Jabeen</u>, J Lehmann
<br />Conference for Computational Bioscience Research Center, 2015</li>
<li><a href="./publications/ISWC-2019-Demo.pdf">How to feed the Squerall with RDF and other data nuts?</a>
<br />Mohamed Nadjib Mami, Damien Graux, Simon Scerri, Hajira Jabeen, Sören Auer, Jens Lehmann
<br />ISWC (Posters and Demos), 2019 </li>
<li><a href="./publications/Smart-Chef-P.pdf">Smart Chef - Evolving Recipes</a>
<br /><u>H Jabeen</u>, C Drachner and J Lehmann
<br />International Conference on Computational Intelligence in Music, Sound, Art and Design </li>
<li><a href="./publications/Squerall_BDA_2019.pdf">Interroger des Lacs de Données en utilisant Spark & Presto</a>
<br />M N Mami, D Graux, S Scerri, <u>H Jabeen</u> and S Auer
<br />BDA (Demo Track), 2019 </li>
</td>
</tr>
<tr>
<th>
<strong>Workshop Papers</strong></li>
</th>
</tr>
<tr>
<td>
<li><a href="./publications/SANSA_Databricks_LAMBDA.pdf">Semantic Analytics in the Palm of your Browser</a>
<br /> C F Draschner, F B Moghaddam, J Lehmann, <u>H Jabeen</u>
<br />LAMBDA Big Data Analytics Doctoral Workshop, 2021</li>
<li><a href="./publications/SANSA_Rest_LAMBDA.pdf">Semantic Web Analysis with Flavor of Micro-Services</a>
<br /> F B Moghaddam, C F Draschner, J Lehmann, <u>H Jabeen</u>,
<br />LAMBDA Big Data Analytics Doctoral Workshop, 2021</li>
</td>
</tr>
<tr>
<th>
<strong>Non Reviewed Reports</strong></li>
</th>
</tr>
<tr>
<td>
<li><a href="./publications/Sparkall3.pdf">‘Teach me to fish’ Querying Semantic Data Lakes </a>
<br />MN Mami, <u>H Jabeen</u>, S Auer</li>
<li><a href="https://riojournal.com/articles.php?id=98457&journal_name=rio">TIER2: enhancing Trust, Integrity and Efficiency in Research through next-level Reproducibility</a>
<br />T Ross-Hellauer, T Klebel, A Bannach-Brown, S Horbach, <u>H Jabeen</u>, N Manola, T Metodiev, H Papageorgiou, M Reczko, S Sansone, J Schneider, J Tijdink, T Vergoulis</li>
</td>
</tr>
</tbody>
</table>
</div>
<div id="Experience" class="tabcontent">
<table id="t01">
<tbody>
<tr>
<th style="text-align: left;">2022-09/2024, Team Leader, Big Data Analytics </th>
<th style="text-align: left;"><a href="https://www.gesis.org/en/home">GESIS-Leibniz Institute for the Social Sciences</a></th>
</tr>
<tr>
<td colspan="2">
I played a key role in the strategic planning and development of innovative solutions for large-scale social data analysis. My work focused on applying machine learning, knowledge graphs, and scalable data analytics to complex datasets in social science research. As part of the GESIS Methods Hub, I contributed to the planning and delivery of advanced analytics service, fostering the integration of AI-driven methodologies and ensuring FAIR data practices to support diverse research needs across the social sciences.
</td>
</tr>
<tr>
<th style="text-align: left;">2020-2021, Senior Researcher & Data Scientist</th>
<th style="text-align: left;">University of Cologne</th>
</tr>
<tr>
<td colspan="2">At CEPLAS (Cluster of Excellence on Plant Sciences), I led efforts in FAIR Data Management (FDM), focusing on the design and implementation of a comprehensive FDM solution in collaboration with the DataPlant consortium. I coordinated closely with multiple NFDI consortia, ensuring alignment with national standards for research data management. In addition to system design, I organised and conducted several workshops on Research Data Management (RDM), helping researchers implement FAIR principles to enhance data accessibility, interoperability, and reusability. I also supported development of research data management plans for several consortia. </td>
</tr>
<tr>
<th style="text-align: left;">2016-2020, Data Scientist and Research Group Leader</th>
<th style="text-align: left;">University of Bonn</th>
</tr>
<tr>
<td colspan="2">
I served as the Head of the Research Group “Distributed Semantics Analytics” within the Smart Data Analytics lab. My leadership involved overseeing research in distributed semantic analytics, focusing on scalable solutions for data integration, knowledge graphs, and machine learning applications. My responsibilities also included teaching, organizational management, and securing research funding.
</td>
</tr>
<tr>
<th style="text-align: left;">2015-2016, PostDoctoral Researcher</th>
<th style="text-align: left;">Leipzig University</th>
</tr>
<tr>
<td colspan="2">Worked as the work package lead at Horizon 2020 funded project Big Data Europe in development of a multi-purpose, open-source and scalable platform that is easy to use by communities.
<br />Research in Description Logics, Structured Machine Learning and Semantic Web using Big Data tools like Spark, Flink, Dockers etc.</td>
</tr>
<tr>
<th style="text-align: left;">2014-2015, Assistant Lecturer</th>
<th style="text-align: left;">IT University of Copenhagen</th>
</tr>
<tr>
<td colspan="2">Shared the teaching responsibilities of the assigned courses to prepare and carry seminars, and go through the exercises. I have participated in following courses : 1. Software Architecture, 2. Data Mining. I remained active member of 'GameAI' and 'Real' research groups and worked with Monte Carlo Tree Search Algorithms, Procedural Game development and Evolutionary Algorithms for Games and Arts.</td>
</tr>
<tr>
<th style="text-align: left;">2013-2014, Software Engineer</th>
<th style="text-align: left;">TEO Intl A/S, Copenhagen</th>
</tr>
<tr>
<td colspan="2">Worked in a team-project for accelerated global team building solution.</td>
</tr>
<tr>
<th style="text-align: left;">2012-2013, Head of the Department</th>
<th style="text-align: left;">IQRA University</th>
</tr>
<tr>
<td colspan="2">The department of ‘Computing and Technology’ has more than 20 employees and about 2000 students. I have efficiently delivered and managed multitude of disciplines in my tenure as the Head of the Department.</td>
</tr>
<tr>
<th style="text-align: left;">2009-2013 , Assistant Professor</th>
<th style="text-align: left;">IQRA University</th>
</tr>
<tr>
<td colspan="2">I have taught a variety of subjects at the Undergraduate, Graduate and PhD level. The peer review and student assessment of my courses have always been outstanding.</td>
</tr>
</tbody>
</table>
</div>
<div id="Funded Research Projects" class="tabcontent">
<table id="t01">
<tbody>
<tr>
<th style="width: 150px; height: 12px;">Project [<em>Role</em>]</th>
<th>Abstract</th>
<th>Date</th>
</tr>
<tr>
<td><a href="https://www.big-data-europe.eu/">Big Data Europe</a>
<br />[Technical Leader]</td>
<td ">Technical lead of <a href="https://github.com/big-data-europe"> “Big Data Integrator Platform”</a> built to handle large volumes of heterogenous data. The platform demonstrates usecases from the seven societal challenges targetted by the European Union H2020 i.e.Climate, Energy, Food, Health, Transport, Security, and Social Sciences</td>
<td >2015-2018</td>
</tr>
<tr >
<td s><a href="http://www.bigdataocean.eu/ ">Big Data Ocean</a> <br />[Technical Leader]</td>
<td >Technical Lead for the data harmonization and platform for maritime data</td>
<td >2016-2019</td>
</tr>
<tr >
<td ><a href="https://openbudgets.eu/ ">OpenBudget</a><br />[ML expert]</td>
<td >Technical advisor for platform development and multimodal data analytics</td>
<td > </td>
</tr>
<tr >
<td ><a href="https://project-lambda.org/ ">LAMBDA</a><br />[Academic expert]</td>
<td ><strong>Knowldge exchange expert and educationist</strong><br />
LAMBDA defines a scientific strategy for stepping up and stimulating scientific excellence and innovation capacity, increasing research capacities and unlocking the research potential of the biggest and the oldest R&D Institute in the ICT area in the whole West Balkan region, turning the Institute Mihajlo Pupin into a regional point of reference when it comes to multidisciplinary ICT competence related to Big Data analytics.</td>
<td >2018-2020</td>
</tr>
<tr >
<td ><a href="http://gradana.csd.auth.gr/ ">Gradana</a><br />[Academic Expert]</td>
<td >Knowldge exchange expert and educationist</td>
<td >2017-2019</td>
</tr>
<tr >
<td ><a href="https://www.ec-better.eu/ ">Better</a><br />[ML Consultant]</td>
<td ><strong>Machine Learning and Analytics consultant</strong><br />
BETTER is implementing a Big Data intermediate service layer focused on creating user-centric services and tools, while addressing the full data lifecycle associated with EO data, to bring more downstream users to the EO market and maximise exploitation of Copernicus data and information services.
</td>
<td > </td>
</tr>
<tr >
<td ><a href="http://www.slipo.eu/ ">SLIPO</a><br />[ML Consultant]</td>
<td ><strong>Machine Learning and Analytics consultant</strong><br />
SLIPO develops software, models and processes for: transforming conventional POI formats and schemas into RDF data; interlinking POI entities from different datasets; enriching POI entities with additional metadata, including temporal, thematic and semantic properties; fusing Linked POI data in order to produce more complete and accurate POI profiles; assessing the quality of the integrated POI data; offering value added services based on spatial aggregation, association extraction and spatiotemporal prediction.
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<td > </td>
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<td ><a href="http://cleopatra-project.eu/ ">Cleopetra</a><br />[Academic Expert]</td>
<td >Knowldge exchange expert and educationist</td>
<td >2019-2022</td>
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<td ><a href="http://bio2vec.net/ ">Bio2Vec</a><br />[Co PI]</td>
<td >Technical lead</td>
<td >2017-2020</td>
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<td > <a href="https://platoon-project.eu/">PLATOON</a><br />[Co PI]</td>
<td >Technical lead, (Digital PLAtform and analytic TOOls for eNergy)</td>
<td >2020-2022, </td>
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<strong>PhD</strong>
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<ol>
<li> Context aware learning in Large Language Models, Stephan Linzbach, GESIS </li>
<li> Large Scale Entity Linking for Claims Retrieval, Susmita Gangopathi, GESIS </li>
<li> Intelligent Cognitive Systems for Automated Recipe Generation, Muhammad Saad Razzaq, University of Sargodha, Pakistan, 2024 </li>
<li> Scalability and Fairification of Evolutionary Algorithms, Fahad Maqbool, University of Sargodha, Pakistan, 2024, </li>
<li> Distributed Machine Learning for Knowledge Graphs, Carsten Drachner, University of Bonn, Germany , 2023</li>
<li> Large Scale Distributed Anomaly Detection, F Moghadem Bakhshandegan, University of Bonn, Germany </li>
<li> Scalable Distributed Terminological Decision Trees for RDF, Heba Allah, University of Bonn, Germany </li>
<li> Distributed Knowledge Fusion in Knowledge Graphs, Shemaa Khalid, University of Bonn, Germany </li>
<li> Scalable Multilingual and Heterogenous Fiscal Data Integration, Fathoni Musyafa, University of Bonn, Germany, 2020</li>
<li> Distributed RDF processing using Apache Spark, Gezim Sejdiu, University of Bonn, Germany, 2020 </li>
<li> Performance Analysis of Evolutionary Computation Techniques for Continuous Optimization Problems, Qamar Abbas, Iqra University, Islamabad. 2016 </li>
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<strong>Master Theses</strong>
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<li>Analysis of Syntax on Fact Retrieval from Large Language Models, Tim Tressel, 2023 </li>
<li>Indexed Negative Sampling And Scalable Knowledge Graph Embedding Models, Tasneem Tazeen Rashid, 2021</li>
<li>Ontology based modeling of Food Recipe Concepts and Process, Hammad Malik, 2021</li>
<li>Ontology Webform: Generating web forms using ontologies, Kunal Rout, 2021</li>
<li>Learning Defects from Aircraft Non-Distructuve Testing (NDT) Data, Navya Prakash, 2020 (DLR, Cologne)</li>
<li>Evolution and Generation of Cooking Recipes, Jonas Weinz, 2020</li>
<li>Smart Chef - Evolving Recipes, Carsten Felix Draschner, 2019</li>
<li>Automated Link Discovery for Data Harmonization in the Maritime Domain, Jaime Manuel Trillos, 2019</li>
<li>Scalable Entity Resolution, Amrit Kaur, 2019</li>
<li>Distributed in-memory SPARQL Processing Haziiev Eskender, 2019</li>
<li>Scalable RDF Clustering, Pratik Kumar Agarwal, 2019</li>
<li>Rule Mining on Distributed RDF Data, Kunal Jha, 2018</li>
<li>EvoChef! Teach me how to cook..Machine Generated Recipes Using Evolutionary Algorithm, Nargis Tahara, 2018</li>
<li>Distributed RDF Clustering Framework, Tina Boroukhian, 2018</li>
<li>Distributed Data Parsing and Vandalism Detection on Large-scale Knowledge Graphs Using Apache Spark and Hadoop Ecosystem, Nayef Fayez Roqaya, 2018</li>
<li>Scalable Numerical Outlier Detection in Knowledge Graphs, Rajjat Dadwal, 2018</li>
<li>Association Rule Mining of Linked Data Using Apache Spark, Theresa Nathan, 2017</li>
<li>Reserving Algorithms and Portfolio Analysis for Life Insurance using Apache Spark, Amir Ansari, 2017 (SCOR, Cologne)</li>
<li>Extraction and Fusion of Identity Data, Yujie Diao, 2016 (SMS group GmbH)</li>
<li>Developing a believable MCTSagent in a real-time platform shooter, Lasse Knudsen, Lasse Joergensen 2015</li>
<li>Comprehensive Rule Discovery Using Differential Evaluation For Breast Cancer Survival, Zubair Farooq, 2014</li>
<li>Comprehensive Rules Discovery Using Particle Swarm Optimization For Back Pain Diagnosis, Hasan Kamal, 2013</li>
<li>Fuzzy Logic Based Intelligent Software Requirement Elicitation Technique Selection Model, Wajid Arshad Abbasi, 2013</li>
<li>A modified decreasing inertia weight in Particle Swarm Optimization (PSO), Muhammad Husnain, 2013</li>
<li>Modified Particle Swarm Optimization (PSO) with Laplace Mutation Operator (LMPSO), Muhammad Imran, 2010</li>
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