| 2025 | SMC | Consensus Without Authority: A Meta-Protocol Framework for Decentralized Collective Cognition. | Andras Ferenczi, Costin Badica |
| 2025 | SMC | Systematic Features Selection in Content-Based Filtering Books Recommender System. | Elena-Ruxandra Lutan, Costin Badica |
| 2025 | SYNASC | An Agent-Based Architecture for Modeling and Analyzing IoT-Edge-Cloud Continuum Systems. | Daniel-Costel Bouleanu, Ionut Muraretu, Costin Badica, Giancarlo Fortino |
| 2025 | SYNASC | Visualization of Training and Testing Results for Solving Mountain Car Problem Using Q-Learning. | Gabriel-Catalin Nedianu, Ionut Muraretu, Costin Badica |
| 2025 | SYNASC | Leveraging a Small Gemma Model to Predict Movie Ratings from Movielens Dataset: Preliminary Results. | Ionut-Dragos Neremzoiu, Costin Badica |
| 2024 | AIMSA | Agent-Based Simulation Leveraging Declarative Modeling for Efficient Resource Allocation in Emergency Scenarios. | Ionut Muraretu, Alexandra Vultureanu-Albisi, Sorin Ilie, Costin Badica |
| 2024 | FedCSIS | Literature Books Recommender System using Collaborative Filtering and Multi-Source Reviews. | Elena-Ruxandra Lutan, Costin Badica |
| 2024 | INISTA | Benefits of Agent-Oriented Transitioning from Monolithic To Service-Based Architectures. | Daniel-Costel Bouleanu, Marco Alfredo Loaiza Carrillo, Costin Badica, Raffaele Gravina, Giancarlo Fortino |
| 2024 | INISTA | Towards More Explainable and Traceable AI: Gray-boxed Design in a Case of Microservice Allocation. | Jorge Jimnez Garca, Ignacio Lacalle beda, Pawel Szmeja, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Carlos E. Palau Salvador, Costin Badica, Stefka Fidanova, Marcin Paprzycki |
| 2024 | INISTA | Cross-Domain Emotion-Based Recommender System for Books and Movies. | Elena-Ruxandra Lutan, Costin Badica, Nicolae Iulian Enescu |
| 2024 | INISTA | Modelling aircraft noise map around an airport using machine learning. | Valohery Clermont Rafanambinantsoa, Ionut Dorinel Muraretu, William Germain Dimbisoa, Thomas Mahatody, Costin Badica, Raft Razafindrakoto |
| 2024 | INISTA | Leveraging Open Source Large Language Models to generate datasets from existing field-specific texts. | Claudiu Traistaru, Florin Pop, Costin Badica, Daniel Ciochiu, Mircea Badoi, Gabriel-Catalin Nedianu |
| 2024 | INISTA | A Trustworthy and Explainable AI Recommender System: Job Domain Case Study. | Alexandra Vultureanu-Albisi, Ionut Muraretu, Costin Badica |
| 2023 | EUSPN | Automatic Generation of a Microservice Data Structure from ReLEL. | Fanomezana Mihajasoa La, Rapatsalahy Miary Andrianjaka, Nicolas Raft Razafindrakoto, Costin Badica |
| 2023 | FedCSIS | Emotion-Based Literature Books Recommender Systems. | Elena-Ruxandra Lutan, Costin Badica |
| 2023 | ICCCI | A Fully Decentralized Privacy-Enabled Federated Learning System. | Andras Ferenczi, Costin Badica |
| 2023 | ICCCI | Personalized Quiz-Based Perfume Recommender System Using Social Data. | Elena-Ruxandra Lutan, Costin Badica |
| 2023 | IDC | Emergent Topic-Based Classification of Literature Books Using Social Data Analysis. | Elena-Ruxandra Lutan, Costin Badica, Maria Ganzha, Marcin Paprzycki |
| 2023 | IDC | A Microservice-Based Multi-agent System for the Job Market. | Ionut Muraretu, Daniel-Costel Bouleanu, Alexandra Vultureanu-Albisi, Costin Badica, Dimitrios Sarafis, Kalliopi Kravari, Periklis Chatzimisios |
| 2022 | ACIIDS | Experiments with Solving Mountain Car Problem Using State Discretization and Q-Learning. | Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu |
| 2022 | ACIIDS | An Implementation of Depth-First and Breadth-First Search Algorithms for Tip Selection in IOTA Distributed Ledger. | Andras Ferenczi, Costin Badica |
| 2022 | ICCS | Prediction of Ether Prices Using DeepAR and Probabilistic Forecasting. | Andras Ferenczi, Costin Badica |
| 2022 | INISTA | Role of Intelligent Virtual Agents in Medical and Health Domains. | Mirjana Ivanovic, Costin Badica, Amelia Badica |
| 2022 | IDC | Using SHAP-Based Interpretability to Understand Risk of Job Changing. | Daniel-Costel Bouleanu, Costin Badica, Kalliopi Kravari |
| 2022 | IDC | An Experimental Validation of the Practical Byzantine Fault Tolerant Algorithm. | Andras Ferenczi, Costin Badica |
| 2022 | SoMeT | Ontology Reuse: The Real Test of Ontological Design. | Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki, Costin Badica |
| 2021 | ICCCI | Polynomial Algorithms for Synthesizing Specific Classes of Optimal Block-Structured Processes. | Costin Badica, Alexandru Popa |
| 2021 | ICCS | Multi-agent Spatial SIR-Based Modeling and Simulation of Infection Spread Management. | Amelia Badica, Costin Badica, Maria Ganzha, Mirjana Ivanovic, Marcin Paprzycki |
| 2021 | INISTA | Recommender Systems: An Explainable AI Perspective. | Alexandra Vultureanu-Albisi, Costin Badica |
| 2021 | WorldCIST | Optimizing Regularized Multiple Linear Regression Using Hyperparameter Tuning for Crime Rate Performance Prediction. | Alexandra Vultureanu-Albisi, Costin Badica |
| 2021 | SACI | Improving Students' Performance by Interpretable Explanations using Ensemble Tree-Based Approaches. | Alexandra Vultureanu-Albisi, Costin Badica |
| 2020 | ACIIDS | Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches. | Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon |
| 2020 | INISTA | Quantifying Blocks World State Space. | Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora, Felix Petcusin |
| 2020 | WorldCIST | On the Role of Python in Programming-Related Courses for Computer Science and Engineering Academic Education. | Costin Badica, Amelia Badica, Mirjana Ivanovic, Ionut Dorinel Muraretu, Daniela Popescu, Cristinel Ungureanu |
| 2019 | ACIIDS | Anomaly Detection Procedures in a Real World Dataset by Using Deep-Learning Approaches. | Alabbas Alhaj Ali, Abdul Rasheeq, Doina Logofatu, Costin Badica |
| 2019 | EANN | A Hybrid Approach for the Fighting Game AI Challenge: Balancing Case Analysis and Monte Carlo Tree Search for the Ultimate Performance in Unknown Environment. | Gia Thuan Lam, Doina Logofatu, Costin Badica |
| 2019 | ICCS | Augmenting Multi-agent Negotiation in Interconnected Freight Transport Using Complex Networks Analysis. | Alex Becheru, Costin Badica |
| 2019 | INISTA | Optimizing Nash Social Welfare in Semi-Competitive Intermediation Networks. | Amelia Badica, Costin Badica, Ion Buligiu, Liviu Ion Ciora, Maria Ganzha, Mirjana Ivanovic, Marcin Paprzycki |
| 2019 | IDC | Exploring the Space of Block Structured Scheduling Processes Using Constraint Logic Programming. | Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu |
| 2019 | IDC | CAAVI-RICS Model for Analyzing the Security of Fog Computing Systems. | Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic, Costin Badica, Milenko Tosic, Ognjen Ikovic, Dragan Boskovic |
| 2019 | IDC | An Experiment on Automated Requirements Mapping Using Deep Learning Methods. | Felix Petcusin, Liana Stanescu, Costin Badica |
| 2019 | PDCAT | CAAVI-RICS Model for Analyzing the Security of Fog Computing Systems: Authentication. | Sasa Pesic, Milos Radovanovic, Mirjana Ivanovic, Costin Badica, Milenko Tosic, Ognjen Ikovic, Dragan Boskovic |
| 2019 | SYNASC | A Multi-Agent Placement System for Virtual Network Functions in a Cloud-Based Architecture. | Sara Retal, Abdellah Idrissi, Costin Badica, Ionut Muraretu |
| 2018 | ICCCI | Novel Nature-Inspired Selection Strategies for Digital Image Evolution of Artwork. | Gia Thuan Lam, Kristiyan Balabanov, Doina Logofatu, Costin Badica |
| 2018 | IDC | Collective Profitability of DAG-Based Selling-Buying Intermediation Processes. | Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu |
| 2018 | IDC | Knowledge-Based Metrics for Document Classification: Online Reviews Experiments. | Mihaela Colhon, Costin Badica |
| 2018 | SYNASC | Application of Meaningful Text Analytics to Online Product Reviews. | Costin Badica, Georgian Vladutu |
| 2017 | EANN | Optimization of Freight Transportation Brokerage Using Agents and Constraints. | Amelia Badica, Costin Badica, Florin Leon, Daniela Danciulescu |
| 2017 | ICCCI | Role of Non-Axiomatic Logic in a Distributed Reasoning Environment. | Mirjana Ivanovic, Jovana Ivkovic, Costin Badica |
| 2017 | ICCCI | Multiagent Coalition Structure Optimization by Quantum Annealing. | Florin Leon, Andrei-Stefan Lupu, Costin Badica |
| 2017 | ICCS | Declarative Representation and Solution of Vehicle Routing with Pickup and Delivery Problem. | Amelia Badica, Costin Badica, Florin Leon, Lucian Luncean |
| 2017 | INISTA | Evaluating the effect of voting methods on ensemble-based classification. | Florin Leon, Sabina-Adriana Floria, Costin Badica |
| 2017 | IDC | Agent-Based Computing in the Internet of Things: A Survey. | Claudio Savaglio, Giancarlo Fortino, Maria Ganzha, Marcin Paprzycki, Costin Badica, Mirjana Ivanovic |
| 2017 | PDP | A Formal Model of Patrolling Game and its Agent-Based Simulation Using Jason. | Amelia Badica, Costin Badica, Catalina Sitnikov, Florin Leon |
| 2017 | SYNASC | Integration of Jason Reinforcement Learning Agents into an Interactive Application. | Costin Badica, Alex Becheru, Samuel Felton |
| 2016 | ICCCI | Collective Profitability and Welfare in Selling-Buying Intermediation Processes. | Amelia Badica, Costin Badica, Mirjana Ivanovic, Ionut Buligiu |
| 2016 | ICCCI | Fault-Tolerance in XJAF Agent Middleware. | Mirjana Ivanovic, Jovana Ivkovic, Milan Vidakovic, Nikola Luburic, Costin Badica |
| 2016 | INISTA | A comparison between Jason and F# programming languages for the enactment of business agents. | Florin Leon, Costin Badica |
| 2016 | INISTA | Paxos-based weighted argumentation framework approach to distributed consensus. | Andrei Mocanu, Costin Badica |
| 2016 | IDC | Simulation of Dynamic Systems Using BDI Agents: Initial Steps. | Amelia Badica, Costin Badica, Marius Brezovan, Mirjana Ivanovic |
| 2016 | PAAMS | Experiments with Multiple BDI Agents with Dynamic Learning Capabilities. | Amelia Badica, Costin Badica, Maria Ganzha, Mirjana Ivanovic, Marcin Paprzycki |
| 2015 | CSCWD | Initial evaluation of an ontology for transport brokering. | Lucian Luncean, Alex Becheru, Costin Badica |
| 2015 | IDC | FSP Modeling of a Generic Distributed Swarm Computing Framework. | Amelia Badica, Costin Badica, Marius Brezovan |
| 2015 | IDC | Scrutable Multi-agent Hazard Rescue System. | Andrei Mocanu, Costin Badica |
| 2015 | SYNASC | Complex Network Analysis of a Tourism Content Sharing Network. | Alex Becheru, Costin Badica, Mihaita Antonie |
| 2014 | ACIIDS | Agent-Based System for Brokering of Logistics Services - Initial Report. | Lucian Luncean, Costin Badica, Amelia Badica |
| 2014 | KSEM | Complex Networks' Analysis Using an Ontology-Based Approach: Initial Steps. | Alex Becheru, Costin Badica |
| 2014 | KSEM | Relating the Opinion Holder and the Review Accuracy in Sentiment Analysis of Tourist Reviews. | Mihaela Colhon, Costin Badica, Alexandra Sendre |
| 2014 | SYNASC | Semantic Modeling of Information for Freight Transportation Broker. | Lucian Luncean, Costin Badica |
| 2013 | ICCS | Multi-Agent Distributed Framework for Swarm Intelligence. | Sorin Ilie, Costin Badica |
| 2012 | ICCCI | Optimizing Communication Costs in ACODA Using Simulated Annealing: Initial Experiments. | Costin Badica, Sorin Ilie, Mirjana Ivanovic |
| 2012 | IDC | Towards Characterizing Distributed Complex Situation Assessment as Workflows in Loosely Coupled Systems. | Costin Badica, Claudine Conrado, Franck Mignet, Patrick de Oude, Gregor Pavlin |
| 2012 | SYNASC | Ubiquitous Multi-agent Environmental Hazard Management. | Andrei Mocanu, Sorin Ilie, Costin Badica |
| 2011 | COMPSAC | A Functional Approach to Agent Development: Research Agenda. | Alex Muscar, Costin Badica |
| 2011 | FedCSIS | Formal Verification of Business Processes Represented as Role Activity Diagrams. | Amelia Badica, Costin Badica |
| 2011 | FedCSIS | Computing Equilibria for Constraint-based Negotiation Games with Interdependent Issues. | Mihnea Scafes, Costin Badica |
| 2011 | IC3K | Augmenting Semantics to Distributed Agents Logs - Enabling Graphical After Action Analysis of Federated Agents Logs. | Rani Pinchuk, Sorin Ilie, Thomas Neidhart, Tiphaine Dalmas, Costin Badica, Gregor Pavlin |
| 2011 | ICCCI | Dynamic Selection of Negotiation Protocol in Multi-agent Systems for Disaster Management. | Amelia Badica, Costin Badica, Sorin Ilie, Alex Muscar, Mihnea Scafes |
| 2011 | ICTERI | Dynamic Negotiations in Multi-Agent Systems. | Costin Badica, Mihnea Scafes, Sorin Ilie, Amelia Badica, Alex Muscar |
| 2011 | SACI | JADE-based distributed Ant Colony Optimization on a computer cluster. | Sorin Ilie, Costin Badica |
| 2011 | SYNASC | Software Framework for Agent-Based Games and Simulations. | George Sacerdotianu, Sorin Ilie, Costin Badica |
| 2010 | IDC | Distributed Multi-agent System for Solving Traveling Salesman Problem Using Ant Colony Optimization. | Sorin Ilie, Costin Badica |
| 2009 | ICCCI | Handling Dynamic Networks Using Ant Colony Optimization on a Distributed Architecture. | Sorin Ilie, Costin Badica |
| 2009 | IDC | WELSA: An Intelligent and Adaptive Web-Based Educational System. | Elvira Popescu, Costin Badica, Lucian Moraret |
| 2009 | IDC | Distributed Goal-Oriented Reasoning Engine for Multi-agent Systems: Initial Implementation. | Mihnea Scafes, Costin Badica |
| 2009 | PRIMA | Conceptual Framework for Design of Service Negotiation in Disaster Management Applications. | Costin Badica, Mihnea Scafes |
| 2009 | SACI | A Process algebraic framework for service coordination. | Amelia Badica, Costin Badica, Elvira Popescu, Mihnea Scafes |
| 2008 | AIMSA | Conceptualizing Interactions with Matchmakers and Front-Agents Using Formal Verification Methods. | Amelia Badica, Costin Badica |
| 2008 | ICALT | Relations between Learning Style and Learner Behavior in an Educational Hypermedia System: An Exploratory Study. | Elvira Popescu, Philippe Trigano, Costin Badica |
| 2008 | IDC | Modeling Interactions in Agent-Based English Auctions with Matchmaking Capabilities. | Amelia Badica, Costin Badica |
| 2008 | SAC | Special track on Mobile Agents and Systems: editorial message. | Shahram Rahimi, Costin Badica, Maria Ganzha, Marcin Paprzycki, Yung-Chuan Lee |
| 2008 | SYNASC | From Formal Specification of Code Mobility to Design and Implementation: An UML-Based Mobile Agent Approach. | Amelia Badica, Costin Badica |
| 2007 | EPIA | Application of Logic Wrappers to Hierarchical Data Extraction from HTML. | Amelia Badica, Costin Badica, Elvira Popescu |
| 2007 | ICALT | Towards a Unified Learning Style Model in Adaptive Educational Systems. | Elvira Popescu, Philippe Trigano, Costin Badica |
| 2007 | IDC | Considerations on the Design and Implementation of an Agent-Based Auction Service. | Adriana Dobriceanu, Laurentiu Biscu, Costin Badica, Elvira Popescu |
| 2007 | IDC | Description and Organization of Instructional Resources in an Adaptive Educational System Focused on Learning Styles. | Elvira Popescu, Costin Badica, Philippe Trigano |
| 2007 | WETICE | Middle-Agents Interactions as Finite State Processes: Overview and Example. | Amelia Badica, Costin Badica, Valentin Litoiu |
| 2007 | SYNASC | Adaptive Information Provisioning in an Agent-Based Virtual Organization- Preliminary Considerations. | Maria Ganzha, Marcin Paprzycki, Maciej Gawinecki, Costin Badica, Elvira Popescu, Myon-Woong Park |
| 2007 | SYNASC | Rules for Learner Modeling and Adaptation Provisioning in an Educational Hypermedia System. | Elvira Popescu, Costin Badica, Philippe Trigano |
| 2006 | ICAISC | Rule-Based Automated Price Negotiation: Overview and Experiment. | Costin Badica, Maria Ganzha, Marcin Paprzycki |
| 2006 | ICAISC | Mining Travel Resources on the Web Using L-Wrappers. | Elvira Popescu, Amelia Badica, Costin Badica |
| 2006 | ISPDC | Managing Information and Time Flow in an Agent-Based E-Commerce System. | Maciej Gawinecki, Maria Ganzha, Pawel Kobzdej, Marcin Paprzycki, Costin Badica, Mihnea Scafes, Gabriel-George Popa |
| 2006 | SAC | Implementing rule-based mechanisms for agent-based price negotiations. | Costin Badica, Adriana Badita, Maria Ganzha |
| 2006 | SYNASC | Design Considerations for a Negotiation Component in a Model E-commerce Agent System. | Costin Badica, Gabriel-George Popa, Mihnea Scafes, Maria Ganzha, Maciej Gawinecki, Pawel Kobzdej, Marcin Paprzycki |
| 2006 | SYNASC | Conceptual Architecture of a Multi-Agent System for News Syndication. | Iuliana Dogaru, Amelia Badica, Costin Badica |
| 2005 | PACT | Experimenting with a Multi-agent E-Commerce Environment. | Costin Badica, Maria Ganzha, Marcin Paprzycki, Amalia Pirvanescu |
| 2005 | SYNASC | Mobile Agents in a Multi-Agent E-Commerce System. | Costin Badica, Maria Ganzha, Marcin Paprzycki |
| 2005 | SYNASC | Integrating Role Activity Diagrams and Hybrid IDEF for Business Process Modeling Using MDA. | Costin Badica, Maria Teodorescu, Cosmin Stoica Spahiu, Amelia Badica, Chris Fox |
| 2004 | IRI | Verification of Multiple Input/Multiple Output Business Processes. | Costin Badica, Chris Fox |
| 2003 | ISPDC | Role Activity Diagrams as Finite State Processes. | Costin Badica, Amelia Badica, Valentin Litoiu |