| 2026 | CLOSER | Learning-Based Optimization of IoT Data Replication in Cloud Environments. | Younes Jahandideh, Ziad Kobti, Ning Zhang |
| 2026 | FlAIRS | A Relational Model for Fine-Grained Visual Classification. | Akkhar Ulok, Atefeh Gilvari, Ziad Kobti, Sudhir Paul |
| 2026 | ICAART | Automatic Query-Intent Annotation: A Log-Free Agentic LLM Framework. | Zahra Taheri, Ziad Kobti |
| 2026 | ICISSP | VESPA: Vulnerability-Enhanced Selective Privacy Preservation Adaptation against Nucleotide Inference for Genomic Embeddings in Large Language Models. | Reem Al-Saidi, Erman Ayday, Ziad Kobti |
| 2025 | ANT | Survey of Graph Neural Network Methods for Dynamic Link Prediction. | Nahid Abdolrahmanpour Holagh, Ziad Kobti |
| 2025 | ANT | Cross-Domain Recommendation: Leveraging Semantic Alignment and User Clustering to Address Data Sparsity. | Bahareh Rahmatikargar, Abdul Rafey Khan, Pooya Moradian Zadeh, Ziad Kobti |
| 2025 | FlAIRS | Creating Domain-Specific Datasets for Intelligent Environmental Feature Comparison. | Nathan Cherry, Ziad Kobti, Chris Houser |
| 2025 | FlAIRS | RQPool: A Novel Multi-Branch Graph-Level Anomaly Detection. | Aaron Alex Philip, Ziad Kobti |
| 2025 | IJCCI | A Structured Survey of Anomaly Types and Classification-Based Detection Models in IoT. | Atefeh Gilvari, Ziad Kobti, Narayan C. Kar, Nasrin Tavakoli, Rajeev Verma |
| 2025 | IJCCI | Fine-Tuning Prototypes for Cross-Domain Few-Shot Image Classification Using Contrastive Objective. | Abhishek Mahajan, Ziad Kobti, Bishwadeep Sikder |
| 2025 | PAKDD | The Use of Large Language Models to Cluster Genomic Data. | Reem Al-Saidi, Ziad Kobti, Thorsten Strufe |
| 2025 | TrustCom | Comparing Reconstruction Attacks on Pretrained Versus Full Fine-tuned Large Language Model Embeddings on Homo Sapiens Splice Sites Genomic Data. | Reem Al-Saidi, Erman Ayday, Ziad Kobti |
| 2024 | EUSPN | BeComE: A Framework for Node Classification in Social Graphs. | Akshay Gopan, Ziad Kobti |
| 2024 | FlAIRS | Exploration of Word Embeddings with Graph-Based Context Adaptation for Enhanced Word Vectors. | Tanvi Sandhu, Ziad Kobti |
| 2024 | IJCNN | Advancing Pandemic Preparedness through a Data-Driven Hybrid Simulation Model. | Shaon Bhatta Shuvo, Jyoti Das, Ziad Kobti, Narayan C. Kar |
| 2024 | KES | A biomarker identification model from protein protein interaction network using natural language processing and graph convolutional network. | Zannatul Ferdoush, Ziad Kobti |
| 2024 | KES | Subtype-MMCC: multimodal contrastive clustering approach for cancer subtype discovery with multi-omics data. | Achini Herath, Ziad Kobti |
| 2024 | KES | Temporal Graph Convolutional Network for Implicit Relation Prediction: Leveraging Timestamps and Confidence. | Lida Mirzaei, Ziad Kobti |
| 2023 | DCAI | A Privacy Risk Analysis of Identity Federation Topologies in Single Sign-On (SSO) Web Domain. | Reem Al-Saidi, Ziad Kobti |
| 2023 | DCAI | Guided Rotational Graph Embeddings for Error Detection in Noisy Knowledge Graphs. | Raghad Khalil, Ziad Kobti |
| 2023 | DCAI | RKTUP Framework: Enhancing Recommender Systems with Compositional Relations in Knowledge Graphs. | Lama Khalil, Ziad Kobti |
| 2023 | DCAI | A Novel System Architecture for Anomaly Detection for Loan Defaults. | Rayhaan Pirani, Ziad Kobti |
| 2023 | FlAIRS | Using Knowledge Graph Embedding for Fault Detection - A Case Study in Electric Vehicle Parts Assembly. | Ziad Kobti, Joseph El-Ghaname |
| 2023 | ICCS | DeBERTNeXT: A Multimodal Fake News Detection Framework. | Kamonashish Saha, Ziad Kobti |
| 2023 | ICMLA | Many-to-One: Transformer-based unsupervised anomaly detection and localization on industrial images. | Naga Jyothirmayee Dodda, Ziad Kobti |
| 2023 | ICMLA | XLNet4Rec: Recommendations Based on Users' Long-Term and Short-Term Interests Using Transformer. | Namarta Vij, Aznam Yacoub, Ziad Kobti |
| 2023 | IJCNN | Transfer Learning with Graph Attention Networks for Team Recommendation. | Sagar Kaw, Ziad Kobti, Kalyani Selvarajah |
| 2023 | ISCC | Comparative Study of LBP and HOG Feature Extraction Techniques for COVID-19 Pneumonia Classification. | Nourin Ahmed, Namarta Vij, Ziad Kobti |
| 2023 | ISCC | 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 |
| 2022 | CCGRID | Social Isolation Detection in Palliative Care using Social Network Analysis. | Bahareh Rahmatikargar, Pooya Moradian Zadeh, Ziad Kobti |
| 2022 | ICCS | DSCAN for Geo-social Team Formation. | Maryam MahdavyRad, Kalyani Selvarajah, Ziad Kobti |
| 2021 | IJCNN | HRotatE: Hybrid Relational Rotation Embedding for Knowledge Graph. | Akshay Shah, Bonaventure C. Molokwu, Ziad Kobti |
| 2021 | ISCC | 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 |
| 2020 | ANT | Cultural Algorithms for Cluster Hires in Social Networks. | Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar |
| 2020 | CEC | Multimodal fake news detection using a Cultural Algorithm with situational and normative knowledge. | Priyanshi Shah, Ziad Kobti |
| 2020 | ECAI | Link Prediction by Analyzing Common Neighbors Based Subgraphs Using Convolutional Neural Network. | Kumaran Ragunathan, Kalyani Selvarajah, Ziad Kobti |
| 2020 | ICCS | 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 |
| 2020 | ICCS | Link Prediction by Analyzing Temporal Behavior of Vertices. | Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar |
| 2020 | ICCSA | Classification of Actors in Social Networks Using RLVECO. | Bonaventure C. Molokwu, Shaon Bhatta Shuvo, Narayan C. Kar, Ziad Kobti |
| 2020 | ICPR | Social Network Analysis using Knowledge-Graph Embeddings and Convolution Operations. | Bonaventure C. Molokwu, Shaon Bhatta Shuvo, Ziad Kobti, Narayan C. Kar |
| 2020 | IJCAI | Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network. | Bonaventure C. Molokwu, Ziad Kobti |
| 2020 | IJCNN | Dynamic Network Link Prediction by Learning Effective Subgraphs using CNN-LSTM. | Kalyani Selvarajah, Kumaran Ragunathan, Ziad Kobti, Mehdi Kargar |
| 2020 | KDD | Simulating the Impact of Hospital Capacity and Social Isolation to Minimize the Propagation of Infectious Diseases. | Shaon Bhatta Shuvo, Bonaventure C. Molokwu, Ziad Kobti |
| 2020 | SMC | 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 |
| 2020 | SSDBM | Node Classification and Link Prediction in Social Graphs using RLVECN. | Bonaventure C. Molokwu, Shaon Bhatta Shuvo, Narayan C. Kar, Ziad Kobti |
| 2019 | ANT | Identifying a Team of Experts in Social Networks using a Cultural Algorithm. | Kalyani Selvarajah, Pooya Moradian Zadeh, Mehdi Kargar, Ziad Kobti |
| 2019 | FlAIRS | Productive and Profitable Cluster Hire. | Parth Patel, Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar |
| 2019 | ICONIP | Event Prediction in Complex Social Graphs via Feature Learning of Vertex Embeddings. | Bonaventure C. Molokwu, Ziad Kobti |
| 2019 | IJCNN | Spatial Event Prediction via Multivariate Time Series Analysis of Neighboring Social Units using Deep Neural Networks. | Bonaventure C. Molokwu, Ziad Kobti |
| 2019 | ISCC | Data Augmentation using CA Evolved GANs. | Kaitav Mehta, Ziad Kobti, Kathryn Pfaff, Susan Fox |
| 2018 | FlAIRS | WSCAN-TFP: Weighted SCAN Clustering Algorithm for Team Formation Problem in Social Network. | Kalyani Selvarajah, Amangel Bhullar, Ziad Kobti, Mehdi Kargar |
| 2018 | INISTA | Team Formation in Community-Based Palliative Care. | Kalyani Selvarajah, Pooya Moradian Zadeh, Ziad Kobti, Mehdi Kargar, Mohd Tazim Ishraque, Kathryn Pfaff |
| 2018 | INISTA | A Multilevel Cooperative Multi-Population Cultural Algorithm. | Dilpreet Singh, Pooya Moradian Zadeh, Ziad Kobti |
| 2017 | FlAIRS | Improving Robustness in Social Fabric-Based Cultural Algorithms with Two New Approaches in Population and Belief Spaces. | Bahram Zaeri, Ziad Kobti |
| 2017 | ISCC | An agent model to support social network-based palliative care. | Nima Moradianzadeh, Pooya Moradian Zadeh, Ziad Kobti, Kathryn Pfaff |
| 2016 | AI | Fuzzy Computational Model for Emotions Originated in Workplace Events. | Ahmad Soleimani, Ziad Kobti |
| 2016 | CEC | Heritage-dynamic cultural algorithm for multi-population solutions. | Andrew William Hlynka, Ziad Kobti |
| 2016 | CEC | A study on population adaptation in social networks based on knowledge migration in cultural algorithm. | Pooya Moradian Zadeh, Mukund Pandey, Ziad Kobti |
| 2015 | ANT | A Multi-Population Cultural Algorithm for Community Detection in Social Networks. | Pooya Moradian Zadeh, Ziad Kobti |
| 2015 | ICMLA | Population Migration Using Dominance in Multi-population Cultural Algorithms. | Santosh Upadhyayula, Ziad Kobti |
| 2014 | AI | Heterogeneous Multi-Population Cultural Algorithm with a Dynamic Dimension Decomposition Strategy. | Mohammad R. Raeesi N., Ziad Kobti |
| 2014 | AI | Toward a Computational Model for Collective Emotion Regulation Based on Emotion Contagion Phenomenon. | Ahmad Soleimani, Ziad Kobti |
| 2014 | FlAIRS | An Approach for Constructing Reliable Social Agent Based Systems Considering Dynamic Environment and Other Factors Affecting Their Progress. | Inderjeet Singh Dogra, Ziad Kobti |
| 2014 | FlAIRS | A New Dimension Division Scheme for Heterogeneous Multi-Population Cultural Algorithm. | Mohammad R. Raeesi N., Joshua Chittle, Ziad Kobti |
| 2014 | IJCCI | Dynamic Heterogeneous Multi-Population Cultural Algorithm for Large Scale Global Optimization. | Mohammad R. Raeesi N., Ziad Kobti |
| 2013 | ACII | Event-Driven Fuzzy Automata for Tracking Changes in the Emotional Behavior of Affective Agents. | Ahmad Soleimani, Ziad Kobti |
| 2013 | CEC | Improving prediction accuracy in agent based modeling systems under dynamic environment. | Inderjeet Singh Dogra, Ziad Kobti |
| 2013 | CEC | Heterogeneous Multi-Population Cultural Algorithm. | Mohammad R. Raeesi N., Ziad Kobti |
| 2013 | DCAI | Suboptimal Restraint Use as an Emergent Norm via Social Influence. | Felicitas Mokom, Ziad Kobti |
| 2013 | FlAIRS | Knowledge Sharing Through Agent Migration with Multi-Population Cultural Algorithm. | Andrew William Hlynka, Ziad Kobti |
| 2013 | FlAIRS | Effects of Social Inhibition on Selection of Artifact Capabilities. | Felicitas Mokom, Ziad Kobti |
| 2013 | FlAIRS | A Fuzzy Logic Computational Model for Emotion Regulation Based on Gross. | Ahmad Soleimani, Ziad Kobti |
| 2012 | AI | A Genetic and Social Computational Model for the Emergence of Skill-Based Agent Specialization. | Denton Cockburn, Ziad Kobti |
| 2012 | AI | A Multiagent System to Solve JSSP Using a Multi-Population Cultural Algorithm. | Mohammad R. Raeesi N., Ziad Kobti |
| 2012 | FlAIRS | Learning Artifact Capabilities Via a Hybrid Ontology. | Felicitas Mokom, Ziad Kobti |
| 2012 | FlAIRS | A Knowledge-Migration-Based Multi-Population Cultural Algorithm to Solve Job Shop Scheduling. | Mohammad R. Raeesi N., Ziad Kobti |
| 2011 | AI | Simulating the Effect of Emotional Stress on Task Performance Using OCC. | Dreama Jain, Ziad Kobti |
| 2011 | CEC | Evolution of artifact capabilities. | Felicitas Mokom, Ziad Kobti |
| 2011 | CEC | A Machine Operation Lists based Memetic Algorithm for Job Shop Scheduling. | Mohammad R. Raeesi N., Ziad Kobti |
| 2011 | FlAIRS | Emotionally Responsive General Artificial Agent Simulation. | Dreama Jain, Ziad Kobti |
| 2010 | AI | A Domain Ontology Model for Mould Design Automation. | Ziad Kobti, Ding Chen, Alan Baljeu |
| 2010 | CEC | Artificial emotional intelligence under ethical constraints in formulating social agent behaviour. | Shamual F. Rahaman, Ziad Kobti, Anne W. Snowdon |
| 2010 | FlAIRS | A Reinforcement Learning Model for Economic Agent Specialization. | Denton Cockburn, Ziad Kobti, Timothy A. Kohler |
| 2009 | CEC | The effect of social influence on agent specialization in small-world social networks. | Denton Cockburn, Ziad Kobti |
| 2009 | CEC | Coevolving intelligent game players in a cultural framework. | Shiven Sharma, Ziad Kobti, Scott D. Goodwin |
| 2008 | AI | 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 |
| 2008 | FlAIRS | Memory-Bounded D* Lite. | Denton Cockburn, Ziad Kobti |
| 2006 | CEC | 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 |
| 2006 | ICWE | An enhanced conceptual framework to better handle business rules in process oriented applications. | Ziad Kobti, Menaka Sundaravadanam |
| 2006 | SMC | 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 |
| 2005 | FlAIRS | 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 |
| 2005 | SMC | Modeling protein exchange across the social network in the village multi-agent simulation. | Ziad Kobti, Robert G. Reynolds |
| 2004 | CEC | 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 |
| 2003 | CEC | 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 |