Florin Leon

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 60

Top Topics

Constraint Logic Programming

Reinforcement Learning

Optimization Methods

Top Venues

Vietnam. J. Comput. Sci.

Publications

Florin Leon, Marius Gavrilescu, Sabina-Adriana Floria, Alina-Adriana Minea
Hierarchical Classification of Transversal Skills in Job Advertisements Based on Sentence Embeddings. Inf. 15 (3) (2024)
Florin Leon, Marius Gavrilescu, Sabina-Adriana Floria, Alina-Adriana Minea
Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings. CoRR (2024)
Florin Leon
A Review of Findings from Neuroscience and Cognitive Psychology as Possible Inspiration for the Path to Artificial General Intelligence. CoRR (2024)
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
PRORETA 5 - building blocks for automated urban driving enhancing city road safety. Autom. 72 (4) (2024)
Zofia Wrona, Wojciech Buchwald, Maria Ganzha, Marcin Paprzycki, Florin Leon, Noman Noor, Constantin-Valentin Pal
Overview of Software Agent Platforms Available in 2023. Inf. 14 (6) (2023)
Alexandru Grigoras, Florin Leon
Transformer-Based Model for Predicting Customers' Next Purchase Day in e-Commerce. Comput. 11 (11) (2023)
Sheikh Sharfuddin Mim, Doina Logofatu, Florin Leon
Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches. ICCCI (CCIS Volume) (2023)
Vlad Batalan, Florin Leon
Learning the Dynamic Environment of an Original Game Using Hierarchical Reinforcement Learning Methods. ICSTCC (2023)
Marius Gavrilescu, Florin Leon, Sabina-Adriana Floria
Representation of Coherent Structures from Volume Data Using Quality-oriented Features and Genetic optimization. ICSTCC (2023)
Dumitru Daniel Vecliuc, Florin Leon, Doina Logofatu
A Comparison between Task Distribution Strategies for Load Balancing Using a Multiagent System. Comput. 10 (12) (2022)
Codrut-Georgian Artene, Dumitru Daniel Vecliuc, Marius Nicolae Tibeica, Florin Leon
An Experimental Study of Convolutional Neural Networks for Functional and Subject Classification of Web Pages. Vietnam. J. Comput. Sci. 9 (4) (2022)
Julia Garbaruk, Doina Logofatu, Florin Leon
Comparative Study by Using a Greedy Approach and Advanced Bio-Inspired Strategies in the Context of the Traveling Thief Problem. AIAI (1) (2022)
Florin Leon, Petru Cascaval
Search Algorithm for Optimal Synthesis of Decoder for RAMs with Error-Correcting Codes. ICSTCC (2022)
Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon
Digital Image Evolution of Artwork Without Human Evaluation Using the Example of the Evolving Mona Lisa Problem. Vietnam. J. Comput. Sci. 9 (2) (2022)
Marius Gavrilescu, Florin Leon
Using Knowledge Transfer for Neural Network Architecture Optimization with Improved Training Efficiency. ICSTCC (2022)
Dumitru Daniel Vecliuc, Florin Leon, Costin Badica
The effect of collaborative behaviors in emergency evacuation. Simul. Model. Pract. Theory 118 (2022)
Dumitru Daniel Vecliuc, Codrut-Georgian Artene, Marius Nicolae Tibeica, Florin Leon
An Experimental Study of Machine Learning for Phishing Detection. ACIIDS (2021)
Codrut-Georgian Artene, Marius Nicolae Tibeica, Dumitru Daniel Vecliuc, Florin Leon
Convolutional Neural Networks for Web Documents Classification. ACIIDS (2021)
Dumitru Daniel Vecliuc, Florin Leon, Emanuel Achirei, Stefan Muraru, Marius Gavrilescu
An Experimental Study of Collaborative Behaviors in Emergency Evacuation Scenarios. ICSTCC (2021)
Sabina-Adriana Floria, Florin Leon
A novel information diffusion model based on psychosocial factors with automatic parameter learning. Comput. Sci. Inf. Syst. 18 (3) (2021)
Codrut-Georgian Artene, Marius Nicolae Tibeica, Florin Leon
Using BERT for Multi-Label Multi-Language Web Page Classification. ICCP (2021)
Constantin-Valentin Pal, Florin Leon, Marcin Paprzycki, Maria Ganzha
A Review of Platforms for the Development of Agent Systems. CoRR (2020)
Julia Garbaruk, Doina Logofatu, Costin Badica, Florin Leon
Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches. ACIIDS (1) (2020)
Florin Leon, Petru Cascaval, Costin Badica
Optimization Methods for Redundancy Allocation in Large Systems. Vietnam. J. Comput. Sci. 7 (3) (2020)
Costin Badica, Florin Leon, Amelia Badica
Freight transportation broker agent based on constraint logic programming. Evol. Syst. 11 (3) (2020)
Constantin-Valentin Pal, Florin Leon
Brief Survey of Model-Based Reinforcement Learning Techniques. ICSTCC (2020)
Constantin-Valentin Pal, Florin Leon
A Modified I2A Agent for Learning in a Stochastic Environment. ICCCI (2020)
Florin Leon, Petru Cascaval
01IP and QUBO: Optimization Methods for Redundancy Allocation in Complex Systems. ICSTCC (2019)
Fitore Muharemi, Doina Logofatu, Florin Leon
Machine learning approaches for anomaly detection of water quality on a real-world data set. J. Inf. Telecommun. 3 (3) (2019)
Petru Cascaval, Florin Leon
Active Redundancy Allocation in Complex Systems by Using Different Optimization Methods. ICCCI (1) (2019)
Florin Leon, Marius Gavrilescu
A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving. CoRR (2019)
Navneet Vairagade, Doina Logofatu, Florin Leon, Fitore Muharemi
Demand Forecasting Using Random Forest and Artificial Neural Network for Supply Chain Management. ICCCI (1) (2019)
Sabina-Adriana Floria, Florin Leon, Doina Logofatu
A model of information diffusion in dynamic social networks based on evidence theory. J. Intell. Fuzzy Syst. 37 (6) (2019)
Andreea-Iulia Patachi, Florin Leon, Doina Logofatu
A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning. EANN (2019)
Florin Leon, Costin Badica
Expressing multiagent coalition structure problems for optimisation by quantum annealing. Enterp. Inf. Syst. 13 (7-8) (2019)
Sabina-Adriana Floria, Florin Leon, Petru Cascaval, Doina Logofatu
An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability. ICANN (1) (2019)
Doina Logofatu, Florin Leon, Fitore Muharemi
General Video Game AI Controller - Integrating Three Algorithms to Bring a New Solution. ICSTCC (2019)
Andreea-Iulia Patachi, Florin Leon
A Comparative Performance Study of Reinforcement Learning Algorithms for a Continuous Space Problem. ICSTCC (2019)
Elvira Popescu, Florin Leon
Predicting Academic Performance Based on Learner Traces in a Social Learning Environment. IEEE Access 6 (2018)
Kristiyan Balabanov, Doina Logofatu, Costin Badica, Florin Leon
A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment. AIAI (2018)
Fitore Muharemi, Doina Logofatu, Florin Leon
Review on General Techniques and Packages for Data Imputation in R on a Real World Dataset. ICCCI (2) (2018)
Silvia Curteanu, Florin Leon, Andrei-Stefan Lupu, Sabina-Adriana Floria, Doina Logofatu
An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation. AIAI (2018)
Sabina-Adriana Floria, Florin Leon, Doina Logofatu
A Credibility-Based Analysis of Information Diffusion in Social Networks. ICANN (3) (2018)
Fitore Muharemi, Doina Logofatu, Christina Andersson, Florin Leon
Approaches to Building a Detection Model for Water Quality: A Case Study. ACIIDS (Extended Posters) (2018)
Florin Leon
Analyzing the Effects of Alternative Decisions in a Multiagent System with Stigmergy-Based Interactions. Trans. Comput. Collect. Intell. 30 (2018)
Amelia Badica, Costin Badica, Florin Leon, Ion Buligiu
Modeling and Optimization of Pickup and Delivery Problem Using Constraint Logic Programming. LSSC (2017)
Florin Leon, Sabina-Adriana Floria, Costin Badica
Evaluating the effect of voting methods on ensemble-based classification. INISTA (2017)
Oksana Nikiforova, Nisrine El Marzouki, Konstantins Gusarovs, Hans Vangheluwe, Tomás Bures, Rima Al Ali, Mauro Iacono, Priscill Orue-Esquivel, Florin Leon
The Two-Hemisphere Modelling Approach to the Composition of Cyber-Physical Systems. ICSOFT (2017)
Florin Leon, Silvia Curteanu
Large margin nearest neighbour regression using different optimization techniques. J. Intell. Fuzzy Syst. 32 (2) (2017)
Florin Leon, Andrei-Stefan Lupu, Costin Badica
Multiagent Coalition Structure Optimization by Quantum Annealing. ICCCI (1) (2017)
Ciprian Talmacel, Florin Leon
Predicting political opinions in social networks with user embeddings. ICCP (2017)
Amelia Badica, Costin Badica, Florin Leon, Lucian Luncean
Declarative Representation and Solution of Vehicle Routing with Pickup and Delivery Problem. ICCS (2017)
Florin Leon, Elvira Popescu
Using Large Margin Nearest Neighbor Regression Algorithm to Predict Student Grades Based on Social Media Traces. MIS4TEL (2017)
Amelia Badica, Costin Badica, Catalina Sitnikov, Florin Leon
A Formal Model of Patrolling Game and its Agent-Based Simulation Using Jason. PDP (2017)
Amelia Badica, Costin Badica, Florin Leon, Daniela Danciulescu
Optimization of Freight Transportation Brokerage Using Agents and Constraints. EANN (2017)
Florin Leon, Costin Badica
A Freight Brokering System Architecture Based on Web Services and Agents. IESS (2016)
Georgiana Bunea, Florin Leon, Gabriela M. Atanasiu
Postdisaster Evacuation Scenarios Using Multiagent System. J. Comput. Civ. Eng. 30 (6) (2016)
Amelia Badica, Costin Badica, Florin Leon, Ionut Buligiu
Modeling and Enactment of Business Agents Using Jason. SETN (2016)
Florin Leon, Costin Badica
A comparison between Jason and F# programming languages for the enactment of business agents. INISTA (2016)
Florin Leon
A Novel Interaction Protocol of a Multiagent System for the Study of Alternative Decisions. ICCCI (1) (2016)
Florin Leon
Stabilization Methods for a Multiagent System with Complex Behaviours. Comput. Intell. Neurosci. 2015 (2015)
Florin Leon, Gabriela M. Atanasiu, Georgiana Bunea
Critical Assessment of Road Network Resilience Using an Agent-Based Evacuation Model. BCI (2015)
Florin Leon, Silvia Curteanu
Evolutionary Algorithm for Large Margin Nearest Neighbour Regression. ICCCI (1) (2015)
Silvia Curteanu, Elena Niculina Dragoi, Florin Leon, Cristina Butnariu
Artificial intelligence modelling methodologies applied to a polymerization process. SIMULTECH (2014)
Florin Leon
Design and evaluation of a multiagent interaction protocol generating behaviours with different levels of complexity. Neurocomputing 146 (2014)
Florin Leon
A Multiagent System Generating Complex Behaviours. ICCCI (2013)
Florin Leon, Andrei Marius Burlacu
Neural Network Approximations of Solution Concepts for Multiagent Coalitions. ISPDC (2013)
Renata Furtuna, Silvia Curteanu, Florin Leon
Multi-objective optimization of a stacked neural network using an evolutionary hyper-heuristic. Appl. Soft Comput. 12 (1) (2012)
Renata Furtuna, Silvia Curteanu, Florin Leon
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. 24 (5) (2011)
Elena Niculina Dragoi, Silvia Curteanu, Florin Leon, Anca-Irina Galaction, Dan Cascaval
Modeling of oxygen mass transfer in the presence of oxygen-vectors using neural networks developed by differential evolution algorithm. Eng. Appl. Artif. Intell. 24 (7) (2011)
Florin Leon, Andrei Dan Leca
Dual Manner of Using Neural Networks in a Multiagent System to Solve Inductive Learning Problems and to Learn from Experience. IDC (2011)
Florin Leon
Evolving Equilibrium Policies for a Multiagent Reinforcement Learning Problem with State Attractors. ICCCI (2) (2011)
Florin Leon
Self-organization of Roles Based on Multilateral Negotiation for Task Allocation. MATES (2011)
Silvia Curteanu, Florin Leon, Renata Furtuna, Elena Niculina Dragoi, Neculai Curteanu
Comparison between different methods for developing neural network topology applied to a complex polymerization process. IJCNN (2010)
Florin Leon, Bogdan Ioan Aignatoaiei, Mihai Horia Zaharia
Performance Analysis of Algorithms for Protein Structure Classification. DEXA Workshops (2009)
Florin Leon, Gabriela M. Atanasiu
Data mining methods for gis analysis of seismic vulnerability. ICSOFT (2) (2006)
Florin Leon, Mihai Horia Zaharia, Dan Gâlea
A New Approach in Agent Path-Finding using State Mark Gradients. Comput. Sci. J. Moldova 12 (3) (2004)
Mihai Horia Zaharia, Florin Leon, Dan Gâlea
Symbolic Deductive Reasoning using Connectionist Models. Comput. Sci. J. Moldova 12 (1) (2004)