Hybrid Intelligent Systems: 18th International Conference on Hybrid Intelligent Systems (HIS 2018) Held in Porto, Portugal, December 13-15, 2018

Front Matter ....Pages i-xi
 A Machine Learning Approach to Contact Databases’ Importation for Spam Prevention  (Duarte Coelho, Ana Madureira, Ivo Pereira, Bruno Cunha)....Pages 1-10
 Post-processing of Wind-Speed Forecasts Using the Extended Perfect Prog Method with Polynomial Neural Networks to Elicit PDE Models  (Ladislav Zjavka, Stanislav Mišák, Lukáš Prokop)....Pages 11-21
 Classifying and Grouping Narratives with Convolutional Neural Networks, PCA and t-SNE  (Manoela Kohler, Leonardo Sondermann, Leonardo Forero, Marco Aurelio Pacheco)....Pages 22-30
 Hybrid Instrumental Means of Predictive Analysis of the Dynamics of Natural and Economic Processes  (Elena Popova, Luís de Sousa Costa, Alfira Kumratova)....Pages 31-39
 Optimizing Routes for Medicine Distribution Using Team Ant Colony System  (Renan Costa Alencar, Clodomir J. Santana Jr., Carmelo J. A. Bastos-Filho)....Pages 40-49
 Extending Flow Graphs for Handling Continuous−Valued Attributes  (Emilio Carlos Rodrigues, Maria do Carmo Nicoletti)....Pages 50-60
 Modelling and Predicting Individual Salaries in United Kingdom with Graph Convolutional Network  (Long Chen, Yeran Sun, Piyushimita Thakuriah)....Pages 61-74
 Predicting the Degree of Collaboration of Researchers on Co-authorship Social Networks  (Doaa Hassan)....Pages 75-84
 Deterministic Parameter Selection of Artificial Bee Colony Based on Diagonalization  (Marco Antonio Florenzano Mollinetti, Mario Tasso Ribeiro Serra Neto, Takahito Kuno)....Pages 85-95
 An Ensemble of Deep Auto-Encoders for Healthcare Monitoring  (Ons Aouedi, Mohamed Anis Bach Tobji, Ajith Abraham)....Pages 96-105
 A Real-Time Monitoring System for Boiler Tube Leakage Detection  (Min-Gi Choi, Jae-Young Kim, In-kyu Jeong, Yu-Hyun Kim, Jong-Myon Kim)....Pages 106-114
 An Intelligent Data Acquisition and Control System for Simulating the Detection of Pipeline Leakage  (Jaeho Jeong, In-Kyu Jeong, Duck-Chan Jeon, Jong-Myon Kim)....Pages 115-124
 Assessing Ant Colony Optimization Using Adapted Networks Science Metrics  (Sergio F. Ribeiro, Carmelo J. A. Bastos-Filho)....Pages 125-134
 User Modeling on Twitter with Exploiting Explicit Relationships for Personalized Recommendations  (Abdullah Alshammari, Stelios Kapetanakis, Roger Evans, Nikolaos Polatidis, Gharbi Alshammari)....Pages 135-145
 Hybrid Approaches for Time Series Prediction  (Xavier Fontes, Daniel Castro Silva)....Pages 146-155
 Clustering Support for an Aggregator in a Smart Grid Context  (Cátia Silva, Pedro Faria, Zita Vale)....Pages 156-165
 Economic Impact of an Optimization-Based SCADA Model for an Office Building  (Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita Vale)....Pages 166-175
 Kernel Based Chaotic Firefly Algorithm for Diagnosing Parkinson’s Disease  (Sujata Dash, Ajith Abraham, Atta-ur-Rahman)....Pages 176-188
 Hybridization of Migrating Birds Optimization with Simulated Annealing  (Ramazan Algin, Ali Fuat Alkaya, Vural Aksakalli)....Pages 189-197
 A Hybrid EDA/Nelder-Mead for Concurrent Robot Optimization  (S. Ivvan Valdez, Eusebio Hernandez, Sajjad Keshtkar)....Pages 198-207
 A Hybrid Multiobjective Optimization Approach for Dynamic Problems: Evolutionary Algorithm Using Hypervolume Indicator  (Meriem Ben Ouada, Imen Boudali, Moncef Tagina)....Pages 208-218
 Coarse Grained Parallel Quantum Genetic Algorithm for Reconfiguration of Electric Power Networks  (Ahmed Adel Hieba, Nabil H. Abbasy, Ahmed R. Abdelaziz)....Pages 219-237
 PSO Evolution Based on a Entropy Metric  (E. J. Solteiro Pires, J. A. Tenreiro Machado, P. B. de Moura Oliveira)....Pages 238-248
 Hybridizing S-Metric Selection and Support Vector Decoder for Constrained Multi-objective Energy Management  (Jörg Bremer, Sebastian Lehnhoff)....Pages 249-259
 A Hybrid Recommendation Algorithm to Address the Cold Start Problem  (Licínio Castanheira de Carvalho, Fátima Rodrigues, Pedro Oliveira)....Pages 260-271
 A Decision-Support System for Preventive Maintenance in Street Lighting Networks  (Davide Carneiro, Diogo Nunes, Cristóvão Sousa)....Pages 272-281
 Improving the Research Strategy in the Problem of Intervention Planning by the Use of Symmetries  (Mounir Ketata, Zied Loukil, Faiez Gargouri)....Pages 282-293
 Towards a Hybrid System for the Identification of Arabic and Latin Scripts in Printed and Handwritten Natures  (Karim Baati, Slim Kanoun)....Pages 294-301
 Social Media Chatbot System - Beekeeping Case Study  (Zine Eddine Latioui, Lamine Bougueroua, Alain Moretto)....Pages 302-310
 Development of an Intelligent Diagnosis System for Detecting Leakage of Circulating Fluidized Bed Boiler Tubes  (Yu-Hyun Kim, In-Kyu Jeong, Jae-Young Kim, Jae-Kyo Ban, Jong-Myon Kim)....Pages 311-320
 Optimizing Dispatching Rules for Stochastic Job Shop Scheduling  (Cristiane Ferreira, Gonçalo Figueira, Pedro Amorim)....Pages 321-330
 A Simple Dual-RAMP Algorithm for the Uncapacitated Multiple Allocation Hub Location Problem  (Telmo Matos, Fábio Maia, Dorabela Gamboa)....Pages 331-339
 Solving Flexible Job Shop Scheduling Problem Using Hybrid Bilevel Optimization Model  (Hajer Ben Younes, Ameni Azzouz, Meriem Ennigrou)....Pages 340-349
 Deep Reinforcement Learning as a Job Shop Scheduling Solver: A Literature Review  (Bruno Cunha, Ana M. Madureira, Benjamim Fonseca, Duarte Coelho)....Pages 350-359
 Improving Nearest Neighbor Partitioning Neural Network Classifier Using Multi-layer Particle Swarm Optimization  (Xuehui Zhu, He Zhang, Lin Wang, Bo Yang, Jin Zhou, Zhenxiang Chen et al.)....Pages 360-369
 Adaptive Sequence-Based Heuristic for the Two-Dimensional Non-guillotine Bin Packing Problem  (Óscar Oliveira, Dorabela Gamboa)....Pages 370-375
 Hybrid Multi-agent Approach to Solve the Multi-depot Heterogeneous Fleet Vehicle Routing Problem with Time Window (MDHFVRPTW)  (Marwa Ben Abdallah, Meriem Ennigrou)....Pages 376-386
 Hybrid System for Simultaneous Job Shop Scheduling and Layout Optimization Based on Multi-agents and Genetic Algorithm  (Filipe Alves, M. Leonilde R. Varela, Ana Maria A. C. Rocha, Ana I. Pereira, José Barbosa, Paulo Leitão)....Pages 387-397
 Application of the Simulated Annealing Algorithm to Minimize the makespan on the Unrelated Parallel Machine Scheduling Problem with Setup Times  (Gabriela Amaral, Lino Costa, Ana Maria A. C. Rocha, Leonilde Varela, Ana Madureira)....Pages 398-407
 Ontology-Based Meta-model for Hybrid Collaborative Scheduling  (Leonilde Varela, Goran Putnik, Vijaya Manupti, Ana Madureira, André Santos, Gabriela Amaral et al.)....Pages 408-417
 Decision Support Tool for Dynamic Scheduling  (Luís Ferreirinha, André S. Santos, Ana M. Madureira, M. Leonilde R. Varela, João A. Bastos)....Pages 418-427
 Fuzzy Algorithms for Fractional PID Control Systems  (Ramiro S. Barbosa, Isabel S. Jesus)....Pages 428-437
 A Semantic Web Architecture for Competency-Based Lifelong Learning Support Systems  (Kalthoum Rezgui, Hédia Mhiri)....Pages 438-448
 Modified and Hybridized Monarch Butterfly Algorithms for Multi-Objective Optimization  (Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba)....Pages 449-458
 Usage of Textual and Visual Analysis to Automatically Detect Cyberbullying in Online Social Networks  (Carlos Silva, Ricardo Santos, Ricardo Barbosa)....Pages 459-469
 A Proposal for Avoiding Compensatory Effects While Using ELECTRE TRI with Multiple Evaluators  (Helder Gomes Costa, Livia Dias de Oliveira Nepomuceno, Valdecy Pereira)....Pages 470-480
 A Hybrid Variable Neighborhood Tabu Search for the Long-Term Car Pooling Problem  (Imen Mlayah, Imen Boudali, Moncef Tagina)....Pages 481-490
 Early Diagnose of Autism Spectrum Disorder Using Machine Learning Based on Simple Upper Limb Movements  (Mohammad Wedyan, Adel Al-Jumaily, Alessandro Crippa)....Pages 491-500
 Orientation Sensitive Fuzzy C Means Based Fast Level Set Evolution for Segmentation of Histopathological Images to Detect Skin Cancer  (Ammara Masood, Adel Al-Jumaily)....Pages 501-510
 Electrogastrogram Based Medical Applications an Overview and Processing Frame Work  (Ahmad A. Al-Tae, Adel Al-Jumaily)....Pages 511-520
 A Novel MAC Scheme for Reliable Safety Messages Dissemination in Vehicular Networks  (Muhammad Alam, João Rufino, Kok-Hoe Wong, Joaquim Ferreira)....Pages 521-529
 DSS-Based Ontology Alignment in Solid Reference System Configuration  (Alexandre Gouveia, Paulo Maio, Nuno Silva, Rui Lopes)....Pages 530-539
 Clustering of PP Nanocomposites Flow Curves Under Different Extrusion Conditions  (Fátima De Almeida, Eliana Costa e Silva, Aldina Correia)....Pages 540-550
 Building a Decision Support System to Handle Teams in Disaster Situations - A Preliminary Approach  (Isabel L. Nunes, Gabriel Calhamonas, Mário Marques, M. Filomena Teodoro)....Pages 551-559
 Automatic Clinic Measures and Comparison of Heads Using Point Clouds  (Pedro Oliveira, Ângelo Pinto, António Vieira de Castro, Fátima Rodrigues, João Vilaça, Pedro Morais et al.)....Pages 560-569
 Structural and Statistical Feature Extraction Methodology for the Recognition of Handwritten Arabic Words  (Marwa Amara, Kamel Zidi, Khaled Ghedira)....Pages 570-580
Back Matter ....Pages 581-583