A multi-agent simulation using cultural algorithms: the effect of culture on the resilience of social systems. - Ziad Kobti; Robert G. Reynolds; Timothy A. Kohler (IEEE Congress on Evolutionary Computation, 2003)

The Effects of Generalized Reciprocal Exchange on the Resilience of Social Networks: An Example from the Prehispanic Mesa Verde Region. - Robert G. Reynolds; Timothy A. Kohler; Ziad Kobti (Comput. Math. Organ. Theory, 2003)

The effect of kinship cooperation learning strategy and culture on the resilience of social systems in the village multi-agent simulation. - Ziad Kobti; Robert G. Reynolds; Timothy A. Kohler (IEEE Congress on Evolutionary Computation, 2004)

The Emergence of Complex Hierarchical Hub Social Network in the Mesa Verde Village Simulation Using Cultural Learning. - Ziad Kobti; Robert G. Reynolds; Timothy A. Kohler (FLAIRS, 2005)

Modeling protein exchange across the social network in the village multi-agent simulation. - Ziad Kobti; Robert G. Reynolds (SMC, 2005)

Unraveling ancient mysteries: reimagining the past using evolutionary computation in a complex gaming environment. - Robert G. Reynolds; Ziad Kobti; Timothy A. Kohler; L. Y. L. Yap (IEEE Trans. Evol. Comput., 2005)

A Cultural Algorithm to Guide Driver Learning in Applying Child Vehicle Safety Restraint. - Ziad Kobti; Anne W. Snowdon; Shamual F. Rahaman; Tina Dunlop; Robert D. Kent (IEEE Congress on Evolutionary Computation, 2006)

An enhanced conceptual framework to better handle business rules in process oriented applications. - Ziad Kobti; Menaka Sundaravadanam (ICWE, 2006)

Modeling the Effects of Social Influence on Driver Behavior in Applying Child Vehicle Safety Restraint. - Ziad Kobti; Anne W. Snowdon; Shamual F. Rahaman; Tina Dunlop; Robert D. Kent (SMC, 2006)

Using W3C Web services choreography description language to define a generic SE development process. - Ziad Kobti; Sam Emami (SoSE, 2006)

The Emergence of Social Network Hierarchy Using Cultural Algorithms. - Ziad Kobti; Robert G. Reynolds; Timothy A. Kohler (Int. J. Artif. Intell. Tools, 2006)

An Adaptive Approach for QoS-Aware Web Service Composition Using Cultural Algorithms. - Ziad Kobti; Zhiyang Wamg (Australian Conference on Artificial Intelligence, 2007)

A Multi-Agent Architecture for Game Playing. - Ziad Kobti; Shiven Sharma (CIG, 2007)

A Reputation Model Framework for Artificial Societies: A Case Study in Child Vehicle Safety Simulation. - Ziad Kobti; Shamual F. Rahaman; Anne W. Snowdon; Robert D. Kent (Canadian AI, 2008)

Knowledge Generation for Improving Simulations in UCT for General Game Playing. - Shiven Sharma; Ziad Kobti; Scott D. Goodwin (Australasian Conference on Artificial Intelligence, 2008)

Learning and knowledge generation in General Games. - Shiven Sharma; Ziad Kobti; Scott D. Goodwin (CIG, 2008)

A Multi-agent Simulation Platform for Web Service QoS Selection Modeling. - Ziad Kobti; Ding Chen (CIMCA/IAWTIC/ISE, 2008)

Memory-Bounded D* Lite. - Denton Cockburn; Ziad Kobti (FLAIRS, 2008)

General Game Playing with Ants. - Shiven Sharma; Ziad Kobti; Scott D. Goodwin (SEAL, 2008)

ACDL: a communication choreography for discrete step multi-agent social simulations. - Hasan Muhammad Naushin; Ziad Kobti (C3S2E, 2009)

The effect of social influence on agent specialization in small-world social networks. - Denton Cockburn; Ziad Kobti (IEEE Congress on Evolutionary Computation, 2009)

Coevolving intelligent game players in a cultural framework. - Shiven Sharma; Ziad Kobti; Scott D. Goodwin (IEEE Congress on Evolutionary Computation, 2009)

Agent Specialization in Complex Social Swarms. - Denton Cockburn; Ziad Kobti (Innovations in Swarm Intelligence, 2009)

A Domain Ontology Model for Mould Design Automation. - Ziad Kobti; Ding Chen; Alan Baljeu (Canadian AI, 2010)

Artificial emotional intelligence under ethical constraints in formulating social agent behaviour. - Shamual F. Rahaman; Ziad Kobti; Anne W. Snowdon (IEEE Congress on Evolutionary Computation, 2010)

Weighted SCAN for modeling cooperative group role dynamics. - Anton Chertov; Ziad Kobti; Scott D. Goodwin (CIG, 2010)

A Reinforcement Learning Model for Economic Agent Specialization. - Denton Cockburn; Ziad Kobti; Timothy A. Kohler (FLAIRS, 2010)

Towards a "Just-in-Time" Distributed Decision Support System in Health Care Research. - Ziad Kobti; Anne W. Snowdon; Robert D. Kent; Gokul Bhandari; Shamual F. Rahaman; Paul D. Preney; Carol A. Kolga; Barbara Tiessen; Lichun Zhu (Supporting Real Time Decision-Making, 2010)

Simulating the Effect of Emotional Stress on Task Performance Using OCC. - Dreama Jain; Ziad Kobti (Canadian AI, 2011)

Evolution of artifact capabilities. - Felicitas Mokom; Ziad Kobti (IEEE Congress on Evolutionary Computation, 2011)

A Machine Operation Lists based Memetic Algorithm for Job Shop Scheduling. - Mohammad R. Raeesi N.; Ziad Kobti (IEEE Congress on Evolutionary Computation, 2011)

WASPS: A weight-allocated social pressure System for the emergence of agent specialization. - Denton Cockburn; Ziad Kobti (ECAL, 2011)

A cultural evolutionary model for artifact capabilities. - Felicitas Mokom; Ziad Kobti (ECAL, 2011)

Emotionally Responsive General Artificial Agent Simulation. - Dreama Jain; Ziad Kobti (FLAIRS, 2011)

Agent-Based Modeling and Simulation as a Tool for Decision Support for Managing Patient Falls in a Dynamic Hospital Setting. - Gokul Bhandari; Ziad Kobti; Anne W. Snowdon; Ashish Nakhwal; Shamual F. Rahaman; Carol A. Kolga (Decision Support - An Examination of the DSS Discipline, 2011)

A Genetic and Social Computational Model for the Emergence of Skill-Based Agent Specialization. - Denton Cockburn; Ziad Kobti (Canadian AI, 2012)

A Multiagent System to Solve JSSP Using a Multi-Population Cultural Algorithm. - Mohammad R. Raeesi N.; Ziad Kobti (Canadian AI, 2012)

An adaptive computational model of emotion regulation strategies based on gross theory. - Ahmad Soleimani; Ziad Kobti (C3S2E, 2012)

Learning Artifact Capabilities Via a Hybrid Ontology. - Felicitas Mokom; Ziad Kobti (FLAIRS, 2012)

A Knowledge-Migration-Based Multi-Population Cultural Algorithm to Solve Job Shop Scheduling. - Mohammad R. Raeesi N.; Ziad Kobti (FLAIRS, 2012)

Incorporating a Genetic Algorithm to improve the performance of Variable Neighborhood Search. - Mohammad R. Raeesi N.; Ziad Kobti (NaBIC, 2012)

The Coevolution of Group Size and Leadership: an Agent-Based Public Goods Model for Prehispanic Pueblo Societies. - Timothy A. Kohler; Denton Cockburn; Paul L. Hooper; R. Kyle Bocinsky; Ziad Kobti (Adv. Complex Syst., 2012)

A memetic algorithm for job shop scheduling using a critical-path-based local search heuristic. - Mohammad R. Raeesi N.; Ziad Kobti (Memetic Comput., 2012)

Event-Driven Fuzzy Automata for Tracking Changes in the Emotional Behavior of Affective Agents. - Ahmad Soleimani; Ziad Kobti (ACII, 2013)

Improving prediction accuracy in agent based modeling systems under dynamic environment. - Inderjeet Singh Dogra; Ziad Kobti (IEEE Congress on Evolutionary Computation, 2013)

Heterogeneous Multi-Population Cultural Algorithm. - Mohammad R. Raeesi N.; Ziad Kobti (IEEE Congress on Evolutionary Computation, 2013)

Suboptimal Restraint Use as an Emergent Norm via Social Influence. - Felicitas Mokom; Ziad Kobti (DCAI, 2013)

Knowledge Sharing Through Agent Migration with Multi-Population Cultural Algorithm. - Andrew William Hlynka; Ziad Kobti (FLAIRS, 2013)

Effects of Social Inhibition on Selection of Artifact Capabilities. - Felicitas Mokom; Ziad Kobti (FLAIRS, 2013)

A Fuzzy Logic Computational Model for Emotion Regulation Based on Gross. - Ahmad Soleimani; Ziad Kobti (FLAIRS, 2013)

Simulating Social and Economic Specialization in Small-Scale Agricultural Societies. - Denton Cockburn; Stefani A. Crabtree; Ziad Kobti; Timothy A. Kohler; R. Kyle Bocinsky (J. Artif. Soc. Soc. Simul., 2013)

Incorporating Highly Explorative Methods to Improve the Performance of Variable Neighborhood Search. - Mohammad R. Raeesi N.; Ziad Kobti (Trans. Comput. Sci., 2013)

Heterogeneous Multi-Population Cultural Algorithm with a Dynamic Dimension Decomposition Strategy. - Mohammad R. Raeesi N.; Ziad Kobti (Canadian AI, 2014)

Toward a Computational Model for Collective Emotion Regulation Based on Emotion Contagion Phenomenon. - Ahmad Soleimani; Ziad Kobti (Canadian AI, 2014)

An Approach for Constructing Reliable Social Agent Based Systems Considering Dynamic Environment and Other Factors Affecting Their Progress. - Inderjeet Singh Dogra; Ziad Kobti (FLAIRS, 2014)

A New Dimension Division Scheme for Heterogeneous Multi-Population Cultural Algorithm. - Mohammad R. Raeesi N.; Joshua Chittle; Ziad Kobti (FLAIRS, 2014)

Dynamic Heterogeneous Multi-Population Cultural Algorithm for Large Scale Global Optimization. - Mohammad R. Raeesi N.; Ziad Kobti (IJCCI (ECTA), 2014)

Improving artifact selection via agent migration in multi-population cultural algorithms. - Felicitas Mokom; Ziad Kobti (SIS, 2014)

A new strategy to detect variable interactions in large scale global optimization. - Mohammad R. Raeesi N.; Ziad Kobti (SIS, 2014)

A Hybrid Artificial Reputation Model Involving Interaction Trust, Witness Information and the Trust Model to Calculate the Trust Value of Service Providers. - Gurdeep Singh Ransi; Ziad Kobti (Axioms, 2014)

A Multi-Population Cultural Algorithm for Community Detection in Social Networks. - Pooya Moradian Zadeh; Ziad Kobti (ANT/SEIT, 2015)

Exploiting Objects as Artifacts in Multi-Agent Based Social Simulations: Extended Abstract. - Felicitas Mokom; Ziad Kobti (AAMAS, 2015)

Community detection in social networks by cultural algorithm. - Pooya Moradian Zadeh; Ziad Kobti (CTS, 2015)

Population Migration Using Dominance in Multi-population Cultural Algorithms. - Santosh Upadhyayula; Ziad Kobti (ICMLA, 2015)

Fuzzy Computational Model for Emotions Originated in Workplace Events. - Ahmad Soleimani; Ziad Kobti (Canadian AI, 2016)

Heritage-dynamic cultural algorithm for multi-population solutions. - Andrew William Hlynka; Ziad Kobti (CEC, 2016)

A study on population adaptation in social networks based on knowledge migration in cultural algorithm. - Pooya Moradian Zadeh; Mukund Pandey; Ziad Kobti (CEC, 2016)

A Knowledge Based Framework for Link Prediction in Social Networks. - Pooya Moradian Zadeh; Ziad Kobti (FoIKS, 2016)

A fuzzy computational model for emotion regulation based on Affect Control Theory. - Ahmad Soleimani; Ziad Kobti (FUZZ-IEEE, 2016)

A new recurrent neural network based predictive model for Faecal Calprotectin analysis: A retrospective study. - Zeeshan Khawar Malik; Zain U. Hussain; Ziad Kobti; Charlie W. Lees; Newton Howard; Amir Hussain 001 (CoRR, 2016)

Comparative strategies for knowledge migration in Multi Objective Optimization Problems. - Panth Parikh; Ziad Kobti (CCECE, 2017)

Self-organized neighborhood restructuring in social fabric. - Bahram Zaeri; Ziad Kobti (CCECE, 2017)

Improving Robustness in Social Fabric-Based Cultural Algorithms with Two New Approaches in Population and Belief Spaces. - Bahram Zaeri; Ziad Kobti (FLAIRS, 2017)

An agent model to support social network-based palliative care. - Nima Moradianzadeh; Pooya Moradian Zadeh; Ziad Kobti; Kathryn Pfaff (ISCC, 2017)

WSCAN-TFP: Weighted SCAN Clustering Algorithm for Team Formation Problem in Social Network. - Kalyani Selvarajah; Amangel Bhullar; Ziad Kobti; Mehdi Kargar (FLAIRS, 2018)

Team Formation in Community-Based Palliative Care. - Kalyani Selvarajah; Pooya Moradian Zadeh; Ziad Kobti; Mehdi Kargar; Mohd Tazim Ishraque; Kathryn Pfaff (INISTA, 2018)

A Multilevel Cooperative Multi-Population Cultural Algorithm. - Dilpreet Singh; Pooya Moradian Zadeh; Ziad Kobti (INISTA, 2018)

Using social network analysis to model palliative care. - Nima Moradianzadeh; Pooya Moradian Zadeh; Ziad Kobti; Sarah Hansen; Kathryn Pfaff (J. Netw. Comput. Appl., 2018)

Identifying a Team of Experts in Social Networks using a Cultural Algorithm. - Kalyani Selvarajah; Pooya Moradian Zadeh; Mehdi Kargar; Ziad Kobti (ANT/EDI40, 2019)

A Cultural Algorithm for Determining Similarity Values Between Users in Recommender Systems. - Kalyani Selvarajah; Ziad Kobti; Mehdi Kargar (EvoApplications, 2019)

Productive and Profitable Cluster Hire. - Parth Patel; Kalyani Selvarajah; Ziad Kobti; Mehdi Kargar (FLAIRS, 2019)

Event Prediction in Complex Social Graphs via Feature Learning of Vertex Embeddings. - Bonaventure C. Molokwu; Ziad Kobti (ICONIP (5), 2019)

Solving Dynamic Multi-Objective Optimization Problems Using Cultural Algorithm based on Decomposition. - Ramya Ravichandran; Ziad Kobti (ICVISP, 2019)

Spatial Event Prediction via Multivariate Time Series Analysis of Neighboring Social Units using Deep Neural Networks. - Bonaventure C. Molokwu; Ziad Kobti (IJCNN, 2019)

Data Augmentation using CA Evolved GANs. - Kaitav Mehta; Ziad Kobti; Kathryn Pfaff; Susan Fox (ISCC, 2019)

Cultural Algorithms for Cluster Hires in Social Networks. - Kalyani Selvarajah; Ziad Kobti; Mehdi Kargar (ANT/EDI40, 2020)

Multimodal fake news detection using a Cultural Algorithm with situational and normative knowledge. - Priyanshi Shah; Ziad Kobti (CEC, 2020)

Link Prediction by Analyzing Common Neighbors Based Subgraphs Using Convolutional Neural Network. - Kumaran Ragunathan; Kalyani Selvarajah; Ziad Kobti (ECAI, 2020)

Node Classification in Complex Social Graphs via Knowledge-Graph Embeddings and Convolutional Neural Network. - Bonaventure C. Molokwu; Shaon Bhatta Shuvo; Narayan C. Kar; Ziad Kobti (ICCS (6), 2020)

Link Prediction by Analyzing Temporal Behavior of Vertices. - Kalyani Selvarajah; Ziad Kobti; Mehdi Kargar (ICCS (3), 2020)

Classification of Actors in Social Networks Using RLVECO. - Bonaventure C. Molokwu; Shaon Bhatta Shuvo; Narayan C. Kar; Ziad Kobti (ICCSA (1), 2020)

Social Network Analysis using Knowledge-Graph Embeddings and Convolution Operations. - Bonaventure C. Molokwu; Shaon Bhatta Shuvo; Ziad Kobti; Narayan C. Kar (ICPR, 2020)

Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network. - Bonaventure C. Molokwu; Ziad Kobti (IJCAI, 2020)

Dynamic Network Link Prediction by Learning Effective Subgraphs using CNN-LSTM. - Kalyani Selvarajah; Kumaran Ragunathan; Ziad Kobti; Mehdi Kargar (IJCNN, 2020)

Simulating the Impact of Hospital Capacity and Social Isolation to Minimize the Propagation of Infectious Diseases. - Shaon Bhatta Shuvo; Bonaventure C. Molokwu; Ziad Kobti (KDD, 2020)

Link Prediction in Social Graphs using Representation Learning via Knowledge-Graph Embeddings and ConvNet (RLVECN). - Bonaventure C. Molokwu; Shaon Bhatta Shuvo; Narayan C. Kar; Ziad Kobti (SMC, 2020)

Node Classification and Link Prediction in Social Graphs using RLVECN. - Bonaventure C. Molokwu; Shaon Bhatta Shuvo; Narayan C. Kar; Ziad Kobti (SSDBM, 2020)

HRotatE: Hybrid Relational Rotation Embedding for Knowledge Graph. - Akshay Shah; Bonaventure C. Molokwu; Ziad Kobti (IJCNN, 2021)

Simulating and Predicting the Active Cases and Hospitalization Considering the Second Wave of COVID-19. - Shaon Bhatta Shuvo; Bonaventure Chidube Molokwu; Samaneh Miri Rostami; Ziad Kobti; Anne W. Snowdon (ISCC, 2021)

A Multi-Task Learning Framework for COVID-19 Monitoring and Prediction of PPE Demand in Community Health Centres. - Bonaventure Chidube Molokwu; Shaon Bhatta Shuvo; Ziad Kobti; Anne W. Snowdon (CoRR, 2021)

A unified framework for effective team formation in social networks. - Kalyani Selvarajah; Pooya Moradian Zadeh; Ziad Kobti; Yazwand Palanichamy; Mehdi Kargar (Expert Syst. Appl., 2021)

Mathematical Model and Method for Diagnosing the Operability of Information and Control Systems. - Olena Syrotkina; Ziad Kobti; Mykhailo Aleksieiev; Borys Moroz; Iryna Udovyk; Grygorii Diachenko (ACIT, 2022)

Objective-Aware Reputation-Enabled Blockchain-Based Federated Learning. - Samaneh Miri Rostami; Saeed Samet; Ziad Kobti (BLOCKCHAIN, 2022)

Social Isolation Detection in Palliative Care using Social Network Analysis. - Bahareh Rahmatikargar; Pooya Moradian Zadeh; Ziad Kobti (CCGRID, 2022)

A Novel Cooperative Parallel Multi-Population Optimization Algorithm. - Nimish Verma; Pooya Moradian Zadeh; Ziad Kobti (ESSE, 2022)

HTransE: Hybrid Translation-based Embedding for Knowledge Graphs. - Akshay Shah; Bonaventure C. Molokwu; Ziad Kobti (ICKG, 2022)

DSCAN for Geo-social Team Formation. - Maryam MahdavyRad; Kalyani Selvarajah; Ziad Kobti (ICCS (3), 2022)

A deep learning and heuristic methodology for predicting breakups in social network structures. - Bonaventure Chidube Molokwu; Shaon Bhatta Shuvo; Ziad Kobti (Comput. Intell., 2022)

Mathematical Modeling and Analysis of Patterns in Structured Collections of Big Data. - Olena Syrotkina; Ziad Kobti; Mykhailo Aleksieiev; Borys Moroz; Iryna Udovyk; Hennadii Shvachych (ACIT, 2023)

A Privacy Risk Analysis of Identity Federation Topologies in Single Sign-On (SSO) Web Domain. - Reem Al-Saidi; Ziad Kobti (DCAI (2), 2023)

Guided Rotational Graph Embeddings for Error Detection in Noisy Knowledge Graphs. - Raghad Khalil; Ziad Kobti (DCAI (1), 2023)

RKTUP Framework: Enhancing Recommender Systems with Compositional Relations in Knowledge Graphs. - Lama Khalil; Ziad Kobti (DCAI (1), 2023)

A Novel System Architecture for Anomaly Detection for Loan Defaults. - Rayhaan Pirani; Ziad Kobti (DCAI (1), 2023)

Using Knowledge Graph Embedding for Fault Detection - A Case Study in Electric Vehicle Parts Assembly. - Ziad Kobti; Joseph El-Ghaname (FLAIRS, 2023)

DeBERTNeXT: A Multimodal Fake News Detection Framework. - Kamonashish Saha; Ziad Kobti (ICCS (2), 2023)

Many-to-One: Transformer-based unsupervised anomaly detection and localization on industrial images. - Naga Jyothirmayee Dodda; Ziad Kobti (ICMLA, 2023)

XLNet4Rec: Recommendations Based on Users' Long-Term and Short-Term Interests Using Transformer. - Namarta Vij; Aznam Yacoub; Ziad Kobti (ICMLA, 2023)

Transfer Learning with Graph Attention Networks for Team Recommendation. - Sagar Kaw; Ziad Kobti; Kalyani Selvarajah (IJCNN, 2023)

Comparative Study of LBP and HOG Feature Extraction Techniques for COVID-19 Pneumonia Classification. - Nourin Ahmed; Namarta Vij; Ziad Kobti (ISCC, 2023)

COVID-19 Analysis in Canada using Deep Learning and Multi-Factor Data-Driven Approach with a Novel Dataset. - Shaon Bhatta Shuvo; Swastik Bagga; Ziad Kobti (ISCC, 2023)

An Ensemble Deep Learning Approach for Enhanced Classification of Pituitary Tumors. - Sumaiya Deen Muhammad; Ziad Kobti (SSCI, 2023)

Mathematical Methods for Reducing the Search Space for Solutions in "Big Data" Analysis and Management. - Olena Syrotkina; Ziad Kobti; Mykhailo Aleksieiev; Dmytro Moroz; Iryna Udovyk; Andrii Martynenko (ACIT, 2024)

Machine Learning for Clinical Score Prediction from Longitudinal Dataset: A Case Study on Parkinson's Disease. - Nourin Ahmed; Ziad Kobti (ANNPR, 2024)

BeComE: A Framework for Node Classification in Social Graphs. - Akshay Gopan; Ziad Kobti (EUSPN/ICTH, 2024)

Exploration of Word Embeddings with Graph-Based Context Adaptation for Enhanced Word Vectors. - Tanvi Sandhu; Ziad Kobti (FLAIRS, 2024)

Advancing Pandemic Preparedness through a Data-Driven Hybrid Simulation Model. - Shaon Bhatta Shuvo; Jyoti Das; Ziad Kobti; Narayan C. Kar (IJCNN, 2024)

A biomarker identification model from protein protein interaction network using natural language processing and graph convolutional network. - Zannatul Ferdoush; Ziad Kobti (KES, 2024)

Subtype-MMCC: multimodal contrastive clustering approach for cancer subtype discovery with multi-omics data. - Achini Herath; Ziad Kobti (KES, 2024)

Temporal Graph Convolutional Network for Implicit Relation Prediction: Leveraging Timestamps and Confidence. - Lida Mirzaei; Ziad Kobti (KES, 2024)

IBGR: Influence-Based Group Recommendation system. - Reza Barzegar Nozari; Hamidreza Koohi; Ziad Kobti (Softw. Impacts, 2024)

Rice-ResNet: Rice classification and quality detection by transferred ResNet deep model. - Mohammadreza Razavi; Samira Mavaddati; Ziad Kobti; Hamidreza Koohi (Softw. Impacts, 2024)

Enhancing Recommender System performance through the fusion of Fuzzy C-Means, Restricted Boltzmann Machine, and Extreme Learning Machine. - Hamidreza Koohi; Ziad Kobti; Zahra Nazari; Javad Mousavi (Multim. Tools Appl., 2024)

Survey of Graph Neural Network Methods for Dynamic Link Prediction. - Nahid Abdolrahmanpour Holagh; Ziad Kobti (ANT/EDI40, 2025)

Cross-Domain Recommendation: Leveraging Semantic Alignment and User Clustering to Address Data Sparsity. - Bahareh Rahmatikargar; Abdul Rafey Khan; Pooya Moradian Zadeh; Ziad Kobti (ANT/EDI40, 2025)

Creating Domain-Specific Datasets for Intelligent Environmental Feature Comparison. - Nathan Cherry; Ziad Kobti; Chris Houser (FLAIRS, 2025)

RQPool: A Novel Multi-Branch Graph-Level Anomaly Detection. - Aaron Alex Philip; Ziad Kobti (FLAIRS, 2025)

Privacy Preservation Embedding-Based Clustering for Population Stratification Using Large Language Models. - Reem Al-Saidi; Ziad Kobti; Thorsten Strufe (ICHI, 2025)

The Use of Large Language Models to Cluster Genomic Data. - Reem Al-Saidi; Ziad Kobti; Thorsten Strufe (PAKDD (Workshops), 2025)