Florin Leon

88 papers B 8C 11Misc 5Journal 31Unranked 32
YearRankTypeTitle / Venue / Authors
2026 J jnl
Modular Neural Computer.
CoRR
Florin Leon
2025 — conf
A Survey of Brain-Inspired Mechanisms for Neuro-Symbolic Reasoning.
ANSyA@ECAI
Florin Leon
2025 B conf
A Survey of Compositionality Mechanisms in Neural Models in Support of Explainability.
ICCP
Florin Leon
2025 C conf
Simple Idea Discovery in a Minimalist LLM Architecture Implementation.
FedCSIS
Robert Chihaia, Maria Trocan, Florin Leon
2025 J jnl
Techniques for Transversal Skill Classification and Relevant Keyword Extraction from Job Advertisements.
Inf.
Marius Gavrilescu, Florin Leon, Alina-Adriana Minea
2024 — conf
A Neuro-Symbolic Classification Algorithm Using Neural Cell Assemblies.
ICCCI (CCIS Volume 2)
Florin Leon
2024 C conf
A Review of Evolutionary Optimization Methods for Information Visualization and Feature Space Exploration.
INISTA
Marius Gavrilescu, Florin Leon, Lavinia-Eugenia Ferariu, Cristian Nicolae Butincu
2024 J jnl
A Review of Findings from Neuroscience and Cognitive Psychology as Possible Inspiration for the Path to Artificial General Intelligence.
CoRR
Florin Leon
2024 J jnl
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings.
CoRR
Florin Leon, Marius Gavrilescu, Sabina-Adriana Floria, Alina-Adriana Minea
2024 J jnl
Hierarchical Classification of Transversal Skills in Job Advertisements Based on Sentence Embeddings.
Inf.
Florin Leon, Marius Gavrilescu, Sabina-Adriana Floria, Alina-Adriana Minea
2024 C ed.
International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2024, Craiova, Romania, September 4-6, 2024
INISTA
Costin Badica, Mirjana Ivanovic, Petia D. Koprinkova-Hristova, Florin Leon, Yannis Manolopoulos, Tülay Yildirim, Aysegül Uçar
2024 — conf
Learning to Count with Cell Assemblies: A Neuro-Symbolic Approach.
ICSTCC
Florin Leon
2024 J jnl
PRORETA 5 - building blocks for automated urban driving enhancing city road safety.
Autom.
Christoph Popp, Andreas Serov, Felix Glatzki, Christoph Ziegler, Andreea-Iulia Olaru, Jaime Maldonado, Joachim Clemens, Jürgen Adamy, Maxim Arbitmann, Florin Leon, Steven Peters, Kerstin Schill, Sighard Schräbler, Hermann Winner
2023 — conf
Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches.
ICCCI (CCIS Volume)
Sheikh Sharfuddin Mim, Doina Logofatu, Florin Leon
2023 — conf
Learning the Dynamic Environment of an Original Game Using Hierarchical Reinforcement Learning Methods.
ICSTCC
Vlad Batalan, Florin Leon
2023 J jnl
Overview of Software Agent Platforms Available in 2023.
Inf.
Zofia Wrona, Wojciech Buchwald, Maria Ganzha, Marcin Paprzycki, Florin Leon, Noman Noor, Constantin-Valentin Pal
2023 — conf
Representation of Coherent Structures from Volume Data Using Quality-oriented Features and Genetic optimization.
ICSTCC
Marius Gavrilescu, Florin Leon, Sabina-Adriana Floria
2023 J jnl
Transformer-Based Model for Predicting Customers' Next Purchase Day in e-Commerce.
Comput.
Alexandru Grigoras, Florin Leon
2022 J jnl
A Comparison between Task Distribution Strategies for Load Balancing Using a Multiagent System.
Comput.
Dumitru Daniel Vecliuc, Florin Leon, Doina Logofatu
2022 J jnl
An Experimental Study of Convolutional Neural Networks for Functional and Subject Classification of Web Pages.
Vietnam. J. Comput. Sci.
Codrut-Georgian Artene, Dumitru Daniel Vecliuc, Marius Nicolae Tibeica, Florin Leon
2022 — conf
Comparative Study by Using a Greedy Approach and Advanced Bio-Inspired Strategies in the Context of the Traveling Thief Problem.
AIAI (1)
Julia Garbaruk, Doina Logofatu, Florin Leon
2022 J jnl
Digital Image Evolution of Artwork Without Human Evaluation Using the Example of the Evolving Mona Lisa Problem.
Vietnam. J. Comput. Sci.
Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon
2022 — conf
Search Algorithm for Optimal Synthesis of Decoder for RAMs with Error-Correcting Codes.
ICSTCC
Florin Leon, Petru Cascaval
2022 J jnl
The effect of collaborative behaviors in emergency evacuation.
Simul. Model. Pract. Theory
Dumitru Daniel Vecliuc, Florin Leon, Costin Badica
2022 — conf
Using Knowledge Transfer for Neural Network Architecture Optimization with Improved Training Efficiency.
ICSTCC
Marius Gavrilescu, Florin Leon
2021 J jnl
A novel information diffusion model based on psychosocial factors with automatic parameter learning.
Comput. Sci. Inf. Syst.
Sabina-Adriana Floria, Florin Leon
2021 — conf
An Experimental Study of Collaborative Behaviors in Emergency Evacuation Scenarios.
ICSTCC
Dumitru Daniel Vecliuc, Florin Leon, Emanuel Achirei, Stefan Muraru, Marius Gavrilescu
2021 B conf
An Experimental Study of Machine Learning for Phishing Detection.
ACIIDS
Dumitru Daniel Vecliuc, Codrut-Georgian Artene, Marius Nicolae Tibeica, Florin Leon
2021 B conf
Convolutional Neural Networks for Web Documents Classification.
ACIIDS
Codrut-Georgian Artene, Marius Nicolae Tibeica, Dumitru Daniel Vecliuc, Florin Leon
2021 B conf
Using BERT for Multi-Label Multi-Language Web Page Classification.
ICCP
Codrut-Georgian Artene, Marius Nicolae Tibeica, Florin Leon
2020 B conf
A Modified I2A Agent for Learning in a Stochastic Environment.
ICCCI
Constantin-Valentin Pal, Florin Leon
2020 J jnl
A Review of Platforms for the Development of Agent Systems.
CoRR
Constantin-Valentin Pal, Florin Leon, Marcin Paprzycki, Maria Ganzha
2020 — conf
Brief Survey of Model-Based Reinforcement Learning Techniques.
ICSTCC
Constantin-Valentin Pal, Florin Leon
2020 J jnl
Freight transportation broker agent based on constraint logic programming.
Evol. Syst.
Costin Badica, Florin Leon, Amelia Badica
2020 J jnl
Optimization Methods for Redundancy Allocation in Large Systems.
Vietnam. J. Comput. Sci.
Florin Leon, Petru Cascaval, Costin Badica
2020 — conf
Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches.
ACIIDS (1)
Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon
2019 — conf
01IP and QUBO: Optimization Methods for Redundancy Allocation in Complex Systems.
ICSTCC
Florin Leon, Petru Cascaval
2019 — conf
A Comparative Performance Study of Reinforcement Learning Algorithms for a Continuous Space Problem.
ICSTCC
Andreea-Iulia Patachi, Florin Leon
2019 C conf
A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning.
EANN
Andreea-Iulia Patachi, Florin Leon, Doina Logofatu
2019 J jnl
A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving.
CoRR
Florin Leon, Marius Gavrilescu
2019 J jnl
A model of information diffusion in dynamic social networks based on evidence theory.
J. Intell. Fuzzy Syst.
Sabina-Adriana Floria, Florin Leon, Doina Logofatu
2019 — conf
Active Redundancy Allocation in Complex Systems by Using Different Optimization Methods.
ICCCI (1)
Petru Cascaval, Florin Leon
2019 — conf
An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability.
ICANN (1)
Sabina-Adriana Floria, Florin Leon, Petru Cascaval, Doina Logofatu
2019 — conf
Demand Forecasting Using Random Forest and Artificial Neural Network for Supply Chain Management.
ICCCI (1)
Navneet Vairagade, Doina Logofatu, Florin Leon, Fitore Muharemi
2019 J jnl
Expressing multiagent coalition structure problems for optimisation by quantum annealing.
Enterp. Inf. Syst.
Florin Leon, Costin Badica
2019 — conf
General Video Game AI Controller - Integrating Three Algorithms to Bring a New Solution.
ICSTCC
Doina Logofatu, Florin Leon, Fitore Muharemi
2019 J jnl
Machine learning approaches for anomaly detection of water quality on a real-world data set.
J. Inf. Telecommun.
Fitore Muharemi, Doina Logofatu, Florin Leon
2018 — conf
A Credibility-Based Analysis of Information Diffusion in Social Networks.
ICANN (3)
Sabina-Adriana Floria, Florin Leon, Doina Logofatu
2018 Misc conf
A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment.
AIAI
Kristiyan Balabanov, Doina Logofatu, Costin Badica, Florin Leon
2018 Misc conf
An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation.
AIAI
Silvia Curteanu, Florin Leon, Andrei-Stefan Lupu, Sabina-Adriana Floria, Doina Logofatu
2018 J jnl
Analyzing the Effects of Alternative Decisions in a Multiagent System with Stigmergy-Based Interactions.
Trans. Comput. Collect. Intell.
Florin Leon
2018 — conf
Approaches to Building a Detection Model for Water Quality: A Case Study.
ACIIDS (Extended Posters)
Fitore Muharemi, Doina Logofatu, Christina Andersson, Florin Leon
2018 J jnl
Predicting Academic Performance Based on Learner Traces in a Social Learning Environment.
IEEE Access
Elvira Popescu, Florin Leon
2018 — conf
Review on General Techniques and Packages for Data Imputation in R on a Real World Dataset.
ICCCI (2)
Fitore Muharemi, Doina Logofatu, Florin Leon
2017 C conf
A Formal Model of Patrolling Game and its Agent-Based Simulation Using Jason.
PDP
Amelia Badica, Costin Badica, Catalina Sitnikov, Florin Leon
2017 Misc conf
Declarative Representation and Solution of Vehicle Routing with Pickup and Delivery Problem.
ICCS
Amelia Badica, Costin Badica, Florin Leon, Lucian Luncean
2017 C conf
Evaluating the effect of voting methods on ensemble-based classification.
INISTA
Florin Leon, Sabina-Adriana Floria, Costin Badica
2017 J jnl
Large margin nearest neighbour regression using different optimization techniques.
J. Intell. Fuzzy Syst.
Florin Leon, Silvia Curteanu
2017 — conf
Modeling and Optimization of Pickup and Delivery Problem Using Constraint Logic Programming.
LSSC
Amelia Badica, Costin Badica, Florin Leon, Ion Buligiu
2017 — conf
Multiagent Coalition Structure Optimization by Quantum Annealing.
ICCCI (1)
Florin Leon, Andrei-Stefan Lupu, Costin Badica
2017 C conf
Optimization of Freight Transportation Brokerage Using Agents and Constraints.
EANN
Amelia Badica, Costin Badica, Florin Leon, Daniela Danciulescu
2017 B conf
Predicting political opinions in social networks with user embeddings.
ICCP
Ciprian Talmacel, Florin Leon
2017 C conf
The Two-Hemisphere Modelling Approach to the Composition of Cyber-Physical Systems.
ICSOFT
Oksana Nikiforova, Nisrine El Marzouki, Konstantins Gusarovs, Hans Vangheluwe, Tomás Bures, Rima Al Ali, Mauro Iacono, Priscill Orue-Esquivel, Florin Leon
2017 Misc conf
Using Large Margin Nearest Neighbor Regression Algorithm to Predict Student Grades Based on Social Media Traces.
MIS4TEL
Florin Leon, Elvira Popescu
2016 — conf
A Freight Brokering System Architecture Based on Web Services and Agents.
IESS
Florin Leon, Costin Badica
2016 — conf
A Novel Interaction Protocol of a Multiagent System for the Study of Alternative Decisions.
ICCCI (1)
Florin Leon
2016 C conf
A comparison between Jason and F# programming languages for the enactment of business agents.
INISTA
Florin Leon, Costin Badica
2016 — conf
Modeling and Enactment of Business Agents Using Jason.
SETN
Amelia Badica, Costin Badica, Florin Leon, Ionut Buligiu
2016 J jnl
Postdisaster Evacuation Scenarios Using Multiagent System.
J. Comput. Civ. Eng.
Georgiana Bunea, Florin Leon, Gabriela M. Atanasiu
2015 — conf
Critical Assessment of Road Network Resilience Using an Agent-Based Evacuation Model.
BCI
Florin Leon, Gabriela M. Atanasiu, Georgiana Bunea
2015 — conf
Evolutionary Algorithm for Large Margin Nearest Neighbour Regression.
ICCCI (1)
Florin Leon, Silvia Curteanu
2015 — ed.
Proceedings of the 7th Balkan Conference on Informatics Conference, BCI '15, Craiova, Romania, September 2-4, 2015
BCI
Costin Badica, Yannis Manolopoulos, Mirel Cosulschi, George Eleftherakis, Florin Leon
2015 J jnl
Stabilization Methods for a Multiagent System with Complex Behaviours.
Comput. Intell. Neurosci.
Florin Leon
2014 C conf
Artificial intelligence modelling methodologies applied to a polymerization process.
SIMULTECH
Silvia Curteanu, Elena Niculina Dragoi, Florin Leon, Cristina Butnariu
2014 J jnl
Design and evaluation of a multiagent interaction protocol generating behaviours with different levels of complexity.
Neurocomputing
Florin Leon
2013 B conf
A Multiagent System Generating Complex Behaviours.
ICCCI
Florin Leon
2013 C conf
Neural Network Approximations of Solution Concepts for Multiagent Coalitions.
ISPDC
Florin Leon, Andrei Marius Burlacu
2012 J jnl
Multi-objective optimization of a stacked neural network using an evolutionary hyper-heuristic.
Appl. Soft Comput.
Renata Furtuna, Silvia Curteanu, Florin Leon
2011 J jnl
An elitist non-dominated sorting genetic algorithm enhanced with a neural network applied to the multi-objective optimization of a polysiloxane synthesis process.
Eng. Appl. Artif. Intell.
Renata Furtuna, Silvia Curteanu, Florin Leon
2011 Misc conf
Dual Manner of Using Neural Networks in a Multiagent System to Solve Inductive Learning Problems and to Learn from Experience.
IDC
Florin Leon, Andrei Dan Leca
2011 — conf
Evolving Equilibrium Policies for a Multiagent Reinforcement Learning Problem with State Attractors.
ICCCI (2)
Florin Leon
2011 J jnl
Modeling of oxygen mass transfer in the presence of oxygen-vectors using neural networks developed by differential evolution algorithm.
Eng. Appl. Artif. Intell.
Elena Niculina Dragoi, Silvia Curteanu, Florin Leon, Anca-Irina Galaction, Dan Cascaval
2011 — conf
Self-organization of Roles Based on Multilateral Negotiation for Task Allocation.
MATES
Florin Leon
2010 B conf
Comparison between different methods for developing neural network topology applied to a complex polymerization process.
IJCNN
Silvia Curteanu, Florin Leon, Renata Furtuna, Elena Niculina Dragoi, Neculai Curteanu
2009 — conf
Performance Analysis of Algorithms for Protein Structure Classification.
DEXA Workshops
Florin Leon, Bogdan Ioan Aignatoaiei, Mihai Horia Zaharia
2006 — conf
Data mining methods for gis analysis of seismic vulnerability.
ICSOFT (2)
Florin Leon, Gabriela M. Atanasiu
2004 J jnl
A New Approach in Agent Path-Finding using State Mark Gradients.
Comput. Sci. J. Moldova
Florin Leon, Mihai Horia Zaharia, Dan Gâlea
2004 J jnl
Symbolic Deductive Reasoning using Connectionist Models.
Comput. Sci. J. Moldova
Mihai Horia Zaharia, Florin Leon, Dan Gâlea