Ziad Kobti

Orcid: 0000-0001-9503-9730

According to our database1, Ziad Kobti authored at least 119 papers between 2003 and 2023.

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Bibliography

2023
An Ensemble Deep Learning Approach for Enhanced Classification of Pituitary Tumors.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

COVID-19 Analysis in Canada using Deep Learning and Multi-Factor Data-Driven Approach with a Novel Dataset.
Proceedings of the IEEE Symposium on Computers and Communications, 2023

Comparative Study of LBP and HOG Feature Extraction Techniques for COVID-19 Pneumonia Classification.
Proceedings of the IEEE Symposium on Computers and Communications, 2023

Transfer Learning with Graph Attention Networks for Team Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2023

DeBERTNeXT: A Multimodal Fake News Detection Framework.
Proceedings of the Computational Science - ICCS 2023, 2023

Using Knowledge Graph Embedding for Fault Detection - A Case Study in Electric Vehicle Parts Assembly.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

A Novel System Architecture for Anomaly Detection for Loan Defaults.
Proceedings of the Distributed Computing and Artificial Intelligence, 2023

RKTUP Framework: Enhancing Recommender Systems with Compositional Relations in Knowledge Graphs.
Proceedings of the Distributed Computing and Artificial Intelligence, 2023

Guided Rotational Graph Embeddings for Error Detection in Noisy Knowledge Graphs.
Proceedings of the Distributed Computing and Artificial Intelligence, 2023

A Privacy Risk Analysis of Identity Federation Topologies in Single Sign-On (SSO) Web Domain.
Proceedings of the Distributed Computing and Artificial Intelligence, 2023

Mathematical Modeling and Analysis of Patterns in Structured Collections of Big Data.
Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022
A deep learning and heuristic methodology for predicting breakups in social network structures.
Comput. Intell., 2022

DSCAN for Geo-social Team Formation.
Proceedings of the Computational Science - ICCS 2022, 2022

HTransE: Hybrid Translation-based Embedding for Knowledge Graphs.
Proceedings of the IEEE International Conference on Knowledge Graph, 2022

A Novel Cooperative Parallel Multi-Population Optimization Algorithm.
Proceedings of the 3rd European Symposium on Software Engineering, 2022

Social Isolation Detection in Palliative Care using Social Network Analysis.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

Objective-Aware Reputation-Enabled Blockchain-Based Federated Learning.
Proceedings of the Blockchain and Applications, 4th International Congress, 2022

Mathematical Model and Method for Diagnosing the Operability of Information and Control Systems.
Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2021
A unified framework for effective team formation in social networks.
Expert Syst. Appl., 2021

A Multi-Task Learning Framework for COVID-19 Monitoring and Prediction of PPE Demand in Community Health Centres.
CoRR, 2021

Simulating and Predicting the Active Cases and Hospitalization Considering the Second Wave of COVID-19.
Proceedings of the IEEE Symposium on Computers and Communications, 2021

HRotatE: Hybrid Relational Rotation Embedding for Knowledge Graph.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Node Classification and Link Prediction in Social Graphs using RLVECN.
Proceedings of the SSDBM 2020: 32nd International Conference on Scientific and Statistical Database Management, 2020

Link Prediction in Social Graphs using Representation Learning via Knowledge-Graph Embeddings and ConvNet (RLVECN).
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Simulating the Impact of Hospital Capacity and Social Isolation to Minimize the Propagation of Infectious Diseases.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Dynamic Network Link Prediction by Learning Effective Subgraphs using CNN-LSTM.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Social Network Analysis using Knowledge-Graph Embeddings and Convolution Operations.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Classification of Actors in Social Networks Using RLVECO.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Link Prediction by Analyzing Temporal Behavior of Vertices.
Proceedings of the Computational Science - ICCS 2020, 2020

Node Classification in Complex Social Graphs via Knowledge-Graph Embeddings and Convolutional Neural Network.
Proceedings of the Computational Science - ICCS 2020, 2020

Link Prediction by Analyzing Common Neighbors Based Subgraphs Using Convolutional Neural Network.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Multimodal fake news detection using a Cultural Algorithm with situational and normative knowledge.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Cultural Algorithms for Cluster Hires in Social Networks.
Proceedings of the 11th International Conference on Ambient Systems, 2020

2019
Data Augmentation using CA Evolved GANs.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Spatial Event Prediction via Multivariate Time Series Analysis of Neighboring Social Units using Deep Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

Solving Dynamic Multi-Objective Optimization Problems Using Cultural Algorithm based on Decomposition.
Proceedings of the ICVISP 2019: 3rd International Conference on Vision, 2019

Event Prediction in Complex Social Graphs via Feature Learning of Vertex Embeddings.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Productive and Profitable Cluster Hire.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

A Cultural Algorithm for Determining Similarity Values Between Users in Recommender Systems.
Proceedings of the Applications of Evolutionary Computation, 2019

Identifying a Team of Experts in Social Networks using a Cultural Algorithm.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2018
Using social network analysis to model palliative care.
J. Netw. Comput. Appl., 2018

A Multilevel Cooperative Multi-Population Cultural Algorithm.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

Team Formation in Community-Based Palliative Care.
Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

WSCAN-TFP: Weighted SCAN Clustering Algorithm for Team Formation Problem in Social Network.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

2017
An agent model to support social network-based palliative care.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Improving Robustness in Social Fabric-Based Cultural Algorithms with Two New Approaches in Population and Belief Spaces.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Self-organized neighborhood restructuring in social fabric.
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

Comparative strategies for knowledge migration in Multi Objective Optimization Problems.
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017

2016
A new recurrent neural network based predictive model for Faecal Calprotectin analysis: A retrospective study.
CoRR, 2016

A fuzzy computational model for emotion regulation based on Affect Control Theory.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A Knowledge Based Framework for Link Prediction in Social Networks.
Proceedings of the Foundations of Information and Knowledge Systems, 2016

A study on population adaptation in social networks based on knowledge migration in cultural algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Heritage-dynamic cultural algorithm for multi-population solutions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Fuzzy Computational Model for Emotions Originated in Workplace Events.
Proceedings of the Advances in Artificial Intelligence, 2016

2015
Population Migration Using Dominance in Multi-population Cultural Algorithms.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Community detection in social networks by cultural algorithm.
Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015

Exploiting Objects as Artifacts in Multi-Agent Based Social Simulations: Extended Abstract.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

A Multi-Population Cultural Algorithm for Community Detection in Social Networks.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
A Hybrid Artificial Reputation Model Involving Interaction Trust, Witness Information and the Trust Model to Calculate the Trust Value of Service Providers.
Axioms, 2014

A new strategy to detect variable interactions in large scale global optimization.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Improving artifact selection via agent migration in multi-population cultural algorithms.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

Dynamic Heterogeneous Multi-Population Cultural Algorithm for Large Scale Global Optimization.
Proceedings of the ECTA 2014, 2014

A New Dimension Division Scheme for Heterogeneous Multi-Population Cultural Algorithm.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

An Approach for Constructing Reliable Social Agent Based Systems Considering Dynamic Environment and Other Factors Affecting Their Progress.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

Toward a Computational Model for Collective Emotion Regulation Based on Emotion Contagion Phenomenon.
Proceedings of the Advances in Artificial Intelligence, 2014

Heterogeneous Multi-Population Cultural Algorithm with a Dynamic Dimension Decomposition Strategy.
Proceedings of the Advances in Artificial Intelligence, 2014

2013
Incorporating Highly Explorative Methods to Improve the Performance of Variable Neighborhood Search.
Trans. Comput. Sci., 2013

Simulating Social and Economic Specialization in Small-Scale Agricultural Societies.
J. Artif. Soc. Soc. Simul., 2013

A Fuzzy Logic Computational Model for Emotion Regulation Based on Gross.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Effects of Social Inhibition on Selection of Artifact Capabilities.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Knowledge Sharing Through Agent Migration with Multi-Population Cultural Algorithm.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

Suboptimal Restraint Use as an Emergent Norm via Social Influence.
Proceedings of the Distributed Computing and Artificial Intelligence, 2013

Heterogeneous Multi-Population Cultural Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Improving prediction accuracy in agent based modeling systems under dynamic environment.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Event-Driven Fuzzy Automata for Tracking Changes in the Emotional Behavior of Affective Agents.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
A memetic algorithm for job shop scheduling using a critical-path-based local search heuristic.
Memetic Comput., 2012

The Coevolution of Group Size and Leadership: an Agent-Based Public Goods Model for Prehispanic Pueblo Societies.
Adv. Complex Syst., 2012

Incorporating a Genetic Algorithm to improve the performance of Variable Neighborhood Search.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012

A Knowledge-Migration-Based Multi-Population Cultural Algorithm to Solve Job Shop Scheduling.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

Learning Artifact Capabilities Via a Hybrid Ontology.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

An adaptive computational model of emotion regulation strategies based on gross theory.
Proceedings of the Fifth International C* Conference on Computer Science & Software Engineering, 2012

A Multiagent System to Solve JSSP Using a Multi-Population Cultural Algorithm.
Proceedings of the Advances in Artificial Intelligence, 2012

A Genetic and Social Computational Model for the Emergence of Skill-Based Agent Specialization.
Proceedings of the Advances in Artificial Intelligence, 2012

2011
Agent-Based Modeling and Simulation as a Tool for Decision Support for Managing Patient Falls in a Dynamic Hospital Setting.
Proceedings of the Decision Support - An Examination of the DSS Discipline, 2011

Emotionally Responsive General Artificial Agent Simulation.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

A cultural evolutionary model for artifact capabilities.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

WASPS: A weight-allocated social pressure System for the emergence of agent specialization.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

A Machine Operation Lists based Memetic Algorithm for Job Shop Scheduling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Evolution of artifact capabilities.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Simulating the Effect of Emotional Stress on Task Performance Using OCC.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Towards a "Just-in-Time" Distributed Decision Support System in Health Care Research.
Proceedings of the Supporting Real Time Decision-Making, 2010

A Reinforcement Learning Model for Economic Agent Specialization.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Weighted SCAN for modeling cooperative group role dynamics.
Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, 2010

Artificial emotional intelligence under ethical constraints in formulating social agent behaviour.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A Domain Ontology Model for Mould Design Automation.
Proceedings of the Advances in Artificial Intelligence, 2010

2009
Agent Specialization in Complex Social Swarms.
Proceedings of the Innovations in Swarm Intelligence, 2009

Coevolving intelligent game players in a cultural framework.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

The effect of social influence on agent specialization in small-world social networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

ACDL: a communication choreography for discrete step multi-agent social simulations.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2009

2008
General Game Playing with Ants.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Memory-Bounded D* Lite.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

A Multi-agent Simulation Platform for Web Service QoS Selection Modeling.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

Learning and knowledge generation in General Games.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

Knowledge Generation for Improving Simulations in UCT for General Game Playing.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

A Reputation Model Framework for Artificial Societies: A Case Study in Child Vehicle Safety Simulation.
Proceedings of the Advances in Artificial Intelligence , 2008

2007
A Multi-Agent Architecture for Game Playing.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007

An Adaptive Approach for QoS-Aware Web Service Composition Using Cultural Algorithms.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

2006
The Emergence of Social Network Hierarchy Using Cultural Algorithms.
Int. J. Artif. Intell. Tools, 2006

Using W3C Web services choreography description language to define a generic SE development process.
Proceedings of the 1st IEEE/SMC International Conference on System of Systems Engineering, 2006

Modeling the Effects of Social Influence on Driver Behavior in Applying Child Vehicle Safety Restraint.
Proceedings of the IEEE International Conference on Systems, 2006

An enhanced conceptual framework to better handle business rules in process oriented applications.
Proceedings of the 6th International Conference on Web Engineering, 2006

A Cultural Algorithm to Guide Driver Learning in Applying Child Vehicle Safety Restraint.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Unraveling ancient mysteries: reimagining the past using evolutionary computation in a complex gaming environment.
IEEE Trans. Evol. Comput., 2005

Modeling protein exchange across the social network in the village multi-agent simulation.
Proceedings of the IEEE International Conference on Systems, 2005

The Emergence of Complex Hierarchical Hub Social Network in the Mesa Verde Village Simulation Using Cultural Learning.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

2004
The effect of kinship cooperation learning strategy and culture on the resilience of social systems in the village multi-agent simulation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
The Effects of Generalized Reciprocal Exchange on the Resilience of Social Networks: An Example from the Prehispanic Mesa Verde Region.
Comput. Math. Organ. Theory, 2003

A multi-agent simulation using cultural algorithms: the effect of culture on the resilience of social systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003


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