CBR-ANN hybrid model to optimize the sequence of wastewater treatments. - Yanet Rodríguez Sarabia; Xiomara Cabrera Bermudez; Rafael Falcon Martinez; Zenaida Herrera Rodriguez; Ana Margarita Contreras Moya (ITEE, 2005)

Building Fine Bayesian Networks Aided by PSO-Based Feature Selection. - María del Carmen Chávez; Gladys Casas; Rafael Falcón; Jorge E. Moreira; Ricardo Grau Ábalo (MICAI, 2007)

Learning Collaboration Links in a Collaborative Fuzzy Clustering Environment. - Rafael Falcón; Gwanggil Jeon; Rafael Bello 001; Jechang Jeong (MICAI, 2007)

Application of Bayesian Network for Fuzzy Rule-Based Video Deinterlacing. - Gwanggil Jeon; Rafael Falcón; Rafael Bello 001; Donghyung Kim; Jechang Jeong (PSIVT, 2007)

Gröbner bases and the number of Latin squares related to autotopisms of order <= 7. - Rafael Falcón; Jorge Martín-Morales (J. Symb. Comput., 2007)

Feature Selection through Dynamic Mesh Optimization. - Rafael Bello 001; Amilkar Puris; Rafael Falcón; Yudel Gómez (CIARP, 2008)

Spatio-temporal edge-based weighted fuzzy filtering for providing interlaced video on a progressive display. - Gwanggil Jeon; Rafael Falcón; Joohyun Lee; Jechang Jeong (FUZZ-IEEE, 2008)

Towards a Suitable Reconciliation of the Findings in Collaborative Fuzzy Clustering. - Rafael Falcón; Benoît Depaire; Koen Vanhoof; Ajith Abraham (ISDA (3), 2008)

Application of Bayesian Belief Network in Reliable Analysis for Video Deinterlacing. - Gwanggil Jeon; Rafael Falcón; Donghyung Kim; Rokkyu Lee; Jechang Jeong (IEEE Trans. Consumer Electron., 2008)

Mechanisms of Partial Supervision in Rough Clustering Approaches. - Rafael Falcón; Gwanggil Jeon; Kangjun Lee; Rafael Bello 001; Jechang Jeong (RSKT, 2009)

An adaptive fast multiple reference frame selection algorithm for H.264/AVC using reference region data. - Kangjun Lee; Gwanggil Jeon; Rafael Falcón; Changwoo Ha; Jechang Jeong (SiPS, 2009)

A binary Particle Swarm Optimization approach to fault diagnosis in parallel and distributed systems. - Rafael Falcón; Marcio Almeida; Amiya Nayak (IEEE Congress on Evolutionary Computation, 2010)

The one-commodity traveling salesman problem with selective pickup and delivery: An ant colony approach. - Rafael Falcón; Xu Li 001; Amiya Nayak; Ivan Stojmenovic (IEEE Congress on Evolutionary Computation, 2010)

Carrier-Based Coverage Augmentation in Wireless Sensor and Robot Networks. - Rafael Falcón; Xu Li 001; Amiya Nayak (ICDCS Workshops, 2010)

Fault identification with binary adaptive fireflies in parallel and distributed systems. - Rafael Falcón; Marcio Almeida; Amiya Nayak (IEEE Congress on Evolutionary Computation, 2011)

PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments. - Benoît Depaire; Rafael Falcón; Koen Vanhoof; Geert Wets (Intell. Data Anal., 2011)

Carrier-Based Focused Coverage Formation in Wireless Sensor and Robot Networks. - Rafael Falcón; Xu Li 001; Amiya Nayak (IEEE Trans. Autom. Control., 2011)

A response-aware risk management framework for search-and-rescue operations. - Rafael Falcon; Rami S. Abielmona (IEEE Congress on Evolutionary Computation, 2012)

An online shadowed clustering algorithm applied to risk visualization in Territorial Security. - Rafael Falcón; Amiya Nayak; Rami S. Abielmona (CISDA, 2012)

Controlled Straight Mobility and Energy-Aware Routing in Robotic Wireless Sensor Networks. - Rafael Falcón; Hai Liu 001; Amiya Nayak; Ivan Stojmenovic (DCOSS, 2012)

A harmony-seeking firefly swarm to the periodic replacement of damaged sensors by a team of mobile robots. - Rafael Falcón; Xu Li 001; Amiya Nayak; Ivan Stojmenovic (ICC, 2012)

Servicing wireless sensor networks by mobile robots. - Xu Li 001; Rafael Falcón; Amiya Nayak; Ivan Stojmenovic (IEEE Commun. Mag., 2012)

System-Level Fault Diagnosis with Dynamic Mesh Optimization. - Rafael Falcón; Marcio Almeida; Amiya Nayak; Rafael Bello 001 (Computación y Sistemas, 2012)

Robot-Assisted Wireless Sensor Networks: Recent Applications and Future Challenges. - Rafael Falcon; Amiya Nayak; Ivan Stojmenovic (Mobile Ad Hoc Networking, 2013)

A proactive risk-aware robotic sensor network for Critical Infrastructure Protection. - Jamieson McCausland; George Di Nardo; Rafael Falcon; Rami S. Abielmona; Voicu Groza; Emil M. Petriu (CIVEMSA, 2013)

Self-adaptive differential particle swarm using a ring topology for multimodal optimization. - Gonzalo Nápoles; Isel Grau; Rafael Bello 001; Rafael Falcon; Ajith Abraham (ISDA, 2013)

Niche-clearing-based Variable Mesh Optimization for multimodal problems. - Ricardo Navarro; Rafael Falcon; Rafael Bello 001; Ajith Abraham (NaBIC, 2013)

Auction-based node selection of optimal and concurrent responses for a risk-aware robotic sensor network. - Jamieson McCausland; Rami S. Abielmona; Rafael Falcon; Ana-Maria Cretu 001; Emil M. Petriu (ROSE, 2013)

Vessel track correlation and association using fuzzy logic and Echo State Networks. - Hang Shao 003; Nathalie Japkowicz; Rami S. Abielmona; Rafael Falcon (IEEE Congress on Evolutionary Computation, 2014)

Risk management with hard-soft data fusion in maritime domain awareness. - Rafael Falcon; Rami S. Abielmona; Sean Billings; Alex Plachkov; Hussein A. Abbass (CISDA, 2014)

Textual risk mining for maritime situational awareness. - Amir Hossein Razavi; Diana Inkpen; Rafael Falcon; Rami S. Abielmona (CogSIMA, 2014)

Behavioral learning of vessel types with fuzzy-rough decision trees. - Rafael Falcon; Rami S. Abielmona; Erik Blasch (FUSION, 2014)

On the role of multi-objective optimization in risk mitigation for critical infrastructures with robotic sensor networks. - Jamieson McCausland; Rami S. Abielmona; Rafael Falcon; Ana-Maria Cretu 001; Emil M. Petriu (GECCO (Companion), 2014)

Learning similarity measures from data with fuzzy sets and particle swarms. - Yumilka B. Fernandez Hernandez; Lenniet Coello Blanco; Yaima Filiberto; Rafael Bello 001; Rafael Falcón (CCE, 2014)

Vessel Tracking and Anomaly Detection Using Level 0/1 and High-Level Information Fusion Techniques. - Rami S. Abielmona; Rafael Falcon; Paris W. Vachon; Voicu Groza (SOFA (2), 2014)

A multi-objective optimization approach to Reliable Robot-Assisted Sensor Relocation. - Benjamin Desjardins; Rafael Falcon; Rami S. Abielmona; Emil M. Petriu (CEC, 2015)

A generic niching framework for Variable Mesh Optimization. - Ricardo Navarro; Tadahiko Murata; Rafael Falcon; Chyon Hae Kim (CEC, 2015)

Risk-driven intent assessment and response generation in maritime surveillance operations. - Rafael Falcon; Rami S. Abielmona; Sean Billings (CogSIMA, 2015)

Efficient detection of faulty nodes with cuckoo search in t-diagnosable systems. - Alexander Teske; Rafael Falcon; Amiya Nayak (Appl. Soft Comput., 2015)

Reliable multiple robot-assisted sensor relocation using multi-objective optimization. - Benjamin Desjardins; Rafael Falcon; Rami S. Abielmona; Emil M. Petriu (CEC, 2016)

Partitive granular Cognitive Maps to graded multilabel classification. - Gonzalo Nápoles; Rafael Falcon; Elpiniki Papageorgiou; Rafael Bello 001; Koen Vanhoof (FUZZ-IEEE, 2016)

Automatic Course of Action Generation using Soft Data for Maritime Domain Awareness. - Alex Plachkov; Rami S. Abielmona; Moufid Harb; Rafael Falcon; Diana Inkpen; Voicu Groza; Emil M. Petriu (GECCO (Companion), 2016)

Context-driven dynamic Risk Management for maritime domain awareness. - Rafael Falcon; Benjamin Desjardins; Rami S. Abielmona; Emil M. Petriu (SSCI, 2016)

Detecting malicious URLs using machine learning techniques. - Frank Vanhoenshoven; Gonzalo Nápoles; Rafael Falcon; Koen Vanhoof; Mario Köppen (SSCI, 2016)

A Granular Intrusion Detection System Using Rough Cognitive Networks. - Gonzalo Nápoles; Isel Grau; Rafael Falcon; Rafael Bello 001; Koen Vanhoof (Recent Advances in Computational Intelligence in Defense and Security, 2016)

Big-data-enabled modelling and optimization of granular speed-based vessel schedule recovery problem. - Fatemeh Cheraghchi; Ibrahim Y. Abualhaol; Rafael Falcon; Rami S. Abielmona; Bijan Raahemi; Emil M. Petriu (IEEE BigData, 2017)

Soft-data-driven resource management for concurrent maritime security operations. - Alex Plachkov; Voicu Groza; Diana Inkpen; Emil M. Petriu; Rami S. Abielmona; Moufid Harb; Rafael Falcon (CogSIMA, 2017)

Maritime smuggling detection and mitigation using risk-aware hybrid robotic sensor networks. - Nicolas Primeau; Rami S. Abielmona; Rafael Falcon; Emil M. Petriu (CogSIMA, 2017)

Continuous Risk-Aware Response Generation for Maritime Supply Chain Disruption Mitigation. - Nicolas Primeau; Rafael Falcon; Rami S. Abielmona; Emil M. Petriu (DCOSS, 2017)

Fuzzy/human risk analysis for maritime situational awareness and decision support. - Rafael Falcón; Rami S. Abielmona; Benjamin Desjardins; Emil M. Petriu (FUZZ-IEEE, 2017)

A reinforcement learning approach to tackle illegal, unreported and unregulated fishing. - Tolulope Akinbulire; Howard Schwartz 001; Rafael Falcon; Rami S. Abielmona (SSCI, 2017)

Multiobjective variable mesh optimization. - Yamisleydi Salgueiro; Jorge L. Toro; Rafael Bello 001; Rafael Falcon (Ann. Oper. Res., 2017)

Rough cognitive ensembles. - Gonzalo Nápoles; Rafael Falcon; Elpiniki Papageorgiou; Rafael Bello 001; Koen Vanhoof (Int. J. Approx. Reason., 2017)

Weighted aggregation of partial rankings using Ant Colony Optimization. - Gonzalo Nápoles; Rafael Falcon; Zoumpoulia Dikopoulou; Elpiniki Papageorgiou; Rafael Bello 001; Koen Vanhoof (Neurocomputing, 2017)

Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations. - Ashwin Panchapakesan; Rami S. Abielmona; Rafael Falcon; Emil M. Petriu (Canadian AI, 2018)

Data-Driven Vessel Service Time Forecasting using Long Short-Term Memory Recurrent Neural Networks. - Ibrahim Y. Abualhaol; Rafael Falcon; Rami S. Abielmona; Emil M. Petriu (IEEE BigData, 2018)

A Graph-based Genetic Algorithm to Solve the Virtual Constellation Multi-Satellite Collection Scheduling Problem. - Jean Berger; Emmanuel Giasson; Mihai Florea 001; Moufid Harb; Alexander Teske; Emil M. Petriu; Rami S. Abielmona; Rafael Falcon; Nassirou Lo (CEC, 2018)

Responding to Illegal, Unreported and Unregulated Fishing with Evolutionary Multi-Objective Optimization. - Tolulope Akinbulire; Rafael Falcon; Rami S. Abielmona; Howard Schwartz 001 (CIVEMSA, 2018)

Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results. - Gerardo Felix; Gonzalo Nápoles; Rafael Falcon; Rafael Bello 001; Koen Vanhoof (CIVEMSA, 2018)

Automatic Identification of Maritime Incidents from Unstructured Articles. - Alexander Teske; Rafael Falcon; Rami S. Abielmona; Emil M. Petriu (CogSIMA, 2018)

A Computational Model of Multi-scale Spatiotemporal Attention in Video Data. - Roman M. Palenichka; Rafael Falcon; Rami S. Abielmona; Emil M. Petriu (ICIAR, 2018)

Mining Port Congestion Indicators from Big AIS Data. - Ibrahim Y. Abualhaol; Rafael Falcon; Rami S. Abielmona; Emil M. Petriu (IJCNN, 2018)

A Review of Computational Intelligence Techniques in Wireless Sensor and Actuator Networks. - Nicolas Primeau; Rafael Falcon; Rami S. Abielmona; Emil M. Petriu (IEEE Commun. Surv. Tutorials, 2018)

Modeling the speed-based vessel schedule recovery problem using evolutionary multiobjective optimization. - Fatemeh Cheraghchi; Ibrahim Y. Abualhaol; Rafael Falcon; Rami S. Abielmona; Bijan Raahemi; Emil M. Petriu (Inf. Sci., 2018)

Fuzzy-Rough Cognitive Networks. - Gonzalo Nápoles; Carlos Mosquera; Rafael Falcon; Isel Grau; Rafael Bello 001; Koen Vanhoof (Neural Networks, 2018)

On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps. - Gonzalo Nápoles; Leonardo Concepción; Rafael Falcon; Rafael Bello 001; Koen Vanhoof (IEEE Trans. Fuzzy Syst., 2018)

Fuzzy Cognitive Modeling: Theoretical and Practical Considerations. - Gonzalo Nápoles; Jose L. Salmeron; Wojciech Froelich; Rafael Falcon; Maikel León Espinosa; Frank Vanhoenshoven; Rafael Bello 001; Koen Vanhoof (KES-IDT (1), 2019)

A review on methods and software for fuzzy cognitive maps. - Gerardo Felix; Gonzalo Nápoles; Rafael Falcon; Wojciech Froelich; Koen Vanhoof; Rafael Bello 001 (Artif. Intell. Rev., 2019)

Distributed Multi-Objective Cooperative Coevolution Algorithm for Big-Data-Enabled Vessel Schedule Recovery Problem. - Fatemeh Cheraghchi; Ibrahim Y. Abualhaol; Rafael Falcon; Rami S. Abielmona; Bijan Raahemi; Emil M. Petriu (CogSIMA, 2020)

Ensembling Routing Algorithms. - Zhenhao Wu; Rafael Falcon; Voicu Groza; Emil M. Petriu (SACI, 2020)

IRBASIR-B: Rule Induction from Similarity Relations, a Bayesian Approach. - Lenniet Coello; Yaima Filiberto; Rafael Bello 001; Mabel Frias; Rafael Falcon (WEA, 2020)

Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks. - Gonzalo Nápoles; Frank Vanhoenshoven; Rafael Falcon; Koen Vanhoof (IEEE Trans. Neural Networks Learn. Syst., 2020)

Multi-Objective Heterogeneous Multi-Asset Collection Scheduling Optimization with High-Level Information Fusion. - Joel Muteba Kande; Rami S. Abielmona; Moufid Harb; Jean Berger; Rafael Falcon; Emil M. Petriu (SysCon, 2021)

Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps. - Leonardo Concepción; Gonzalo Nápoles; Rafael Falcon; Koen Vanhoof; Rafael Bello 001 (IEEE Trans. Fuzzy Syst., 2021)

Image quality evaluation of video conferencing solutions with realistic laboratory scenes. - Rafael Falcon; Mauro Patti; Stanislas Brochard-Garnier; Gabriel Pacianotto Gouveia; Santiago Torres Acevedo; Thelma Bergot; Rick Alarcon; Corentin Bomstein; Hervé Macudzinski; Pierre-Yves Maitre; Laurent Chanas; Hoang-Phi Nguyen; et al. (IQSP, 2022)