Florin Leon

Orcid: 0000-0002-1370-9145

According to our database1, Florin Leon authored at least 76 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Review of Findings from Neuroscience and Cognitive Psychology as Possible Inspiration for the Path to Artificial General Intelligence.
CoRR, 2024

Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings.
CoRR, 2024

2023
Transformer-Based Model for Predicting Customers' Next Purchase Day in e-Commerce.
Comput., November, 2023

Overview of Software Agent Platforms Available in 2023.
Inf., 2023

Representation of Coherent Structures from Volume Data Using Quality-oriented Features and Genetic optimization.
Proceedings of the 27th International Conference on System Theory, Control and Computing, 2023

Learning the Dynamic Environment of an Original Game Using Hierarchical Reinforcement Learning Methods.
Proceedings of the 27th International Conference on System Theory, Control and Computing, 2023

Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches.
Proceedings of the Advances in Computational Collective Intelligence, 2023

2022
Digital Image Evolution of Artwork Without Human Evaluation Using the Example of the Evolving Mona Lisa Problem.
Vietnam. J. Comput. Sci., 2022

An Experimental Study of Convolutional Neural Networks for Functional and Subject Classification of Web Pages.
Vietnam. J. Comput. Sci., 2022

The effect of collaborative behaviors in emergency evacuation.
Simul. Model. Pract. Theory, 2022

A Comparison between Task Distribution Strategies for Load Balancing Using a Multiagent System.
Comput., 2022

Comparative Study by Using a Greedy Approach and Advanced Bio-Inspired Strategies in the Context of the Traveling Thief Problem.
Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Search Algorithm for Optimal Synthesis of Decoder for RAMs with Error-Correcting Codes.
Proceedings of the 26th International Conference on System Theory, Control and Computing , 2022

Using Knowledge Transfer for Neural Network Architecture Optimization with Improved Training Efficiency.
Proceedings of the 26th International Conference on System Theory, Control and Computing , 2022

2021
A novel information diffusion model based on psychosocial factors with automatic parameter learning.
Comput. Sci. Inf. Syst., 2021

An Experimental Study of Collaborative Behaviors in Emergency Evacuation Scenarios.
Proceedings of the 25th International Conference on System Theory, Control and Computing, 2021

Using BERT for Multi-Label Multi-Language Web Page Classification.
Proceedings of the 17th IEEE International Conference on Intelligent Computer Communication and Processing, 2021

An Experimental Study of Machine Learning for Phishing Detection.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

Convolutional Neural Networks for Web Documents Classification.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020
Optimization Methods for Redundancy Allocation in Large Systems.
Vietnam. J. Comput. Sci., 2020

Freight transportation broker agent based on constraint logic programming.
Evol. Syst., 2020

A Review of Platforms for the Development of Agent Systems.
CoRR, 2020

Brief Survey of Model-Based Reinforcement Learning Techniques.
Proceedings of the 24th International Conference on System Theory, Control and Computing, 2020

A Modified I2A Agent for Learning in a Stochastic Environment.
Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019
A model of information diffusion in dynamic social networks based on evidence theory.
J. Intell. Fuzzy Syst., 2019

Machine learning approaches for anomaly detection of water quality on a real-world data set.
J. Inf. Telecommun., 2019

Expressing multiagent coalition structure problems for optimisation by quantum annealing.
Enterp. Inf. Syst., 2019

A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving.
CoRR, 2019

A Comparative Performance Study of Reinforcement Learning Algorithms for a Continuous Space Problem.
Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

General Video Game AI Controller - Integrating Three Algorithms to Bring a New Solution.
Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

01IP and QUBO: Optimization Methods for Redundancy Allocation in Complex Systems.
Proceedings of the 23rd International Conference on System Theory, Control and Computing, 2019

Demand Forecasting Using Random Forest and Artificial Neural Network for Supply Chain Management.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Active Redundancy Allocation in Complex Systems by Using Different Optimization Methods.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

An Evaluation of Various Regression Models for the Prediction of Two-Terminal Network Reliability.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

A Deep Network System for Simulated Autonomous Driving Using Behavioral Cloning.
Proceedings of the Engineering Applications of Neural Networks, 2019

2018
Analyzing the Effects of Alternative Decisions in a Multiagent System with Stigmergy-Based Interactions.
Trans. Comput. Collect. Intell., 2018

Predicting Academic Performance Based on Learner Traces in a Social Learning Environment.
IEEE Access, 2018

An Evaluation of Regression Algorithms Performance for the Chemical Process of Naphthalene Sublimation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

A Simulation-Based Analysis of Interdependent Populations in a Dynamic Ecological Environment.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

Review on General Techniques and Packages for Data Imputation in R on a Real World Dataset.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

A Credibility-Based Analysis of Information Diffusion in Social Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Approaches to Building a Detection Model for Water Quality: A Case Study.
Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

2017
Large margin nearest neighbour regression using different optimization techniques.
J. Intell. Fuzzy Syst., 2017

A Formal Model of Patrolling Game and its Agent-Based Simulation Using Jason.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017

Using Large Margin Nearest Neighbor Regression Algorithm to Predict Student Grades Based on Social Media Traces.
Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2017

Modeling and Optimization of Pickup and Delivery Problem Using Constraint Logic Programming.
Proceedings of the Large-Scale Scientific Computing - 11th International Conference, 2017

Evaluating the effect of voting methods on ensemble-based classification.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

The Two-Hemisphere Modelling Approach to the Composition of Cyber-Physical Systems.
Proceedings of the 12th International Conference on Software Technologies, 2017

Predicting political opinions in social networks with user embeddings.
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017

Multiagent Coalition Structure Optimization by Quantum Annealing.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

Declarative Representation and Solution of Vehicle Routing with Pickup and Delivery Problem.
Proceedings of the International Conference on Computational Science, 2017

Optimization of Freight Transportation Brokerage Using Agents and Constraints.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Postdisaster Evacuation Scenarios Using Multiagent System.
J. Comput. Civ. Eng., 2016

Modeling and Enactment of Business Agents Using Jason.
Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 2016

A comparison between Jason and F# programming languages for the enactment of business agents.
Proceedings of the International Symposium on INnovations in Intelligent SysTems and Applications, 2016

A Freight Brokering System Architecture Based on Web Services and Agents.
Proceedings of the Exploring Services Science - 7th International Conference, 2016

A Novel Interaction Protocol of a Multiagent System for the Study of Alternative Decisions.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

2015
Stabilization Methods for a Multiagent System with Complex Behaviours.
Comput. Intell. Neurosci., 2015

Evolutionary Algorithm for Large Margin Nearest Neighbour Regression.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Critical Assessment of Road Network Resilience Using an Agent-Based Evacuation Model.
Proceedings of the 7th Balkan Conference on Informatics Conference, 2015

2014
Design and evaluation of a multiagent interaction protocol generating behaviours with different levels of complexity.
Neurocomputing, 2014

Artificial intelligence modelling methodologies applied to a polymerization process.
Proceedings of the 4th International Conference On Simulation And Modeling Methodologies, 2014

2013
Neural Network Approximations of Solution Concepts for Multiagent Coalitions.
Proceedings of the IEEE 12th International Symposium on Parallel and Distributed Computing, 2013

A Multiagent System Generating Complex Behaviours.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2013

2012
Multi-objective optimization of a stacked neural network using an evolutionary hyper-heuristic.
Appl. Soft Comput., 2012

2011
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., 2011

Modeling of oxygen mass transfer in the presence of oxygen-vectors using neural networks developed by differential evolution algorithm.
Eng. Appl. Artif. Intell., 2011

Self-organization of Roles Based on Multilateral Negotiation for Task Allocation.
Proceedings of the Multiagent System Technologies - 9th German Conference, 2011

Dual Manner of Using Neural Networks in a Multiagent System to Solve Inductive Learning Problems and to Learn from Experience.
Proceedings of the Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands, 2011

Evolving Equilibrium Policies for a Multiagent Reinforcement Learning Problem with State Attractors.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2010
Comparison between different methods for developing neural network topology applied to a complex polymerization process.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Performance Analysis of Algorithms for Protein Structure Classification.
Proceedings of the Database and Expert Systems Applications, 2009

2006
Data mining methods for gis analysis of seismic vulnerability.
Proceedings of the ICSOFT 2006, 2006

2004
Symbolic Deductive Reasoning using Connectionist Models.
Comput. Sci. J. Moldova, 2004

A New Approach in Agent Path-Finding using State Mark Gradients.
Comput. Sci. J. Moldova, 2004


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