Abstract is missing.
- Word Embedding Based Event Detection on Social MediaAli Mert Ertugrul, Burak Velioglu, Pinar Karagoz. 3-14 [doi]
- Sentiment Analysis on TripAdvisor: Are There Inconsistencies in User Reviews?Ana Valdivia, M. Victoria Luzón, Francisco Herrera. 15-25 [doi]
- Sentiment Classification from Multi-class Imbalanced Twitter Data Using BinarizationBartosz Krawczyk, Bridget T. McInnes, Alberto Cano. 26-37 [doi]
- An Ontology for Generalized Disease Incidence Detection on TwitterMark Abraham Magumba, Peter Nabende. 38-51 [doi]
- Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature SelectionFrancisco Javier Martínez de Pison, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro-Cabello, Esteban Fraile-Garcia. 52-62 [doi]
- Concept Discovery in Graph Databases - A Case Study with Neo4jFurkan Goz, Alev Mutlu. 63-74 [doi]
- Leveraging Distributed Representations of Elements in Triples for Predicate LinkingNatthawut Kertkeidkachorn, Ryutaro Ichise. 75-87 [doi]
- A Review of Distributed Data Models for LearningMiguel Ángel Rodríguez, Alberto Fernández, Antonio Peregrín, Francisco Herrera. 88-97 [doi]
- Incorporating More Scaled Differences to Differential EvolutionMiguel Cárdenas Montes. 101-112 [doi]
- Topological Evolution of Financial Network: A Genetic Algorithmic ApproachGa Ching Lui, Chun Yin Yip, Kwok Yip Szeto. 113-124 [doi]
- Optimization of Joint Sales Potential Using Genetic AlgorithmChun Yin Yip, Kwok Yip Szeto. 125-136 [doi]
- Evolutionary Multi-objective Scheduling for Anti-Spam Filtering Throughput OptimizationDavid Ruano-Ordás, Vítor Basto Fernandes, Iryna Yevseyeva, José Ramon Méndez. 137-148 [doi]
- A Hybrid Diploid Genetic Based Algorithm for Solving the Generalized Traveling Salesman ProblemPetrica C. Pop, Oliviu Matei, Cosmin Sabo. 149-160 [doi]
- A Novel Hybrid Nature-Inspired Scheme for Solving a Financial Optimization ProblemAlexandros Tzanetos, Vassilios Vassiliadis, Georgios Dounias. 161-172 [doi]
- Hypersphere Universe Boundary Method Comparison on HCLPSO and PSOTomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik. 173-182 [doi]
- PSO with Partial Population Restart Based on Complex Network AnalysisMichal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka. 183-192 [doi]
- Kernel Density-Based Pattern Classification in Blind Fasteners InstallationAlberto Diez-Olivan, Mariluz Penalva, Fernando Veiga, Lutz Deitert, Ricardo Sanz, Basilio Sierra. 195-206 [doi]
- Training Set Fuzzification Towards Prediction ImprovementEva Volná, Jaroslav Zácek, Robert Jarusek. 207-219 [doi]
- On the Impact of Imbalanced Data in Convolutional Neural Networks PerformanceFrancisco Javier Pulgar, Antonio J. Rivera, Francisco Charte, María José del Jesús. 220-232 [doi]
- Effectiveness of Basic and Advanced Sampling Strategies on the Classification of Imbalanced Data. A Comparative Study Using Classical and Novel MetricsMohamed S. Kraiem, María N. Moreno. 233-245 [doi]
- A Perceptron Classifier, Its Correctness Proof and a Probabilistic InterpretationBernd-Jürgen Falkowski. 246-255 [doi]
- Parallel Implementation of a Simplified Semi-physical Wildland Fire Spread Model Using OpenMPD. Álvarez, D. Prieto, M. Isabel Asensio, José Manuel Cascón, L. Ferragut. 256-267 [doi]
- A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoostAnabel Gómez-Ríos, Julián Luengo, Francisco Herrera. 268-280 [doi]
- rNPBST: An R Package Covering Non-parametric and Bayesian Statistical TestsJacinto Carrasco, Salvador García, María del Mar Rueda, Francisco Herrera. 281-292 [doi]
- Solve Classification Tasks with Probabilities. Statistically-Modeled OutputsAndrey Gritsenko, Emil Eirola, Daniel Schupp, Edward Ratner, Amaury Lendasse. 293-305 [doi]
- FRB-Dialog: A Toolkit for Automatic Learning of Fuzzy-Rule Based (FRB) Dialog ManagersDavid Griol, Aracel Sanchis de Miguel, José Manuel Molina. 306-317 [doi]
- Radial-Based Approach to Imbalanced Data OversamplingMichal Koziarski, Bartosz Krawczyk, Michal Wozniak. 318-327 [doi]
- Simulation of a Directional Process by Means of an Anisotropic Buffer OperatorMaría Dolores Muñoz Vicente, María N. Moreno García. 331-341 [doi]
- Visual Clustering Approach for Docking Results from Vina and AutoDockGénesis Varela-Salinas, Carlos Armando García-Pérez, Rafael Peláez, Adolfo J. Rodríguez. 342-353 [doi]
- Establishing a Cooperation Between RadViz and SOM to Improve the Analyst Visual ExperienceRosa Matias. 354-366 [doi]
- Quantification and Visualization of a Heritage Conservation in a Quito Neighbourhood (Ecuador)Taras Agryzkov, José Luis Oliver, Javier Santacruz, Leandro Tortosa, José-Francisco Vicent. 367-378 [doi]
- An Enhanced Hierarchical Traitor Tracing Scheme Based on Clustering AlgorithmsFaten Chaabane, Maha Charfeddine, Chokri Ben Amar. 379-390 [doi]
- Generation of Reducts Based on Nearest Neighbor Relations and Boolean ReasoningNaohiro Ishii, Ippei Torii, Kazunori Iwata, Kazuya Odagiri, Toyoshiro Nakashima. 391-401 [doi]
- Extraction of Outliers from Imbalanced SetsPavel Skrabánek, Natália Martínková. 402-412 [doi]
- Context-Aware Data Mining: Embedding External Data Sources in a Machine Learning ProcessOliviu Matei, Teodor Rusu, Andrei Bozga, Petrica Pop Sitar, Carmen Anton. 415-426 [doi]
- Single and Blended Models for Day-Ahead Photovoltaic Power ForecastingJavier Antoñanzas, Ruben Urraca-Valle, Alpha V. Pernía-Espinoza, Alvaro Aldama, Luis Alfredo Fernández-Jiménez, Francisco Javier Martínez de Pisón. 427-434 [doi]
- Integration of Case Based Reasoning in Multi-agent System for the Real-Time Container Stacking in Seaport TerminalsInes Rekik, Sabeur Elkosantini, Habib Chabchoub. 435-446 [doi]
- Experimental Evaluation of Straight Line Programs for Hydrological Modelling with Exogenous VariablesRamón Rueda Delgado, Luis G. Baca Ruiz, Patricia Jimeno-Sáez, Manuel Pegalajar Cuellar, David Pulido-Velazquez, Mara del Carmen Pegalajar. 447-458 [doi]
- Integration of Immune Features into a Belief-Desire-Intention Model for Multi-agent Control of Public Transportation SystemsSalima Mnif, Saber Darmoul, Sabeur Elkosantini, Lamjed Ben Said. 459-470 [doi]
- A Multi-Agent System to Improve Mobile Robot LocalizationCristian Peñaranda, Vicente Julián, Javier Palanca, Vicente J. Botti. 471-482 [doi]
- Spanish Road Fork Traffic Analysis and ModellingIrene Díaz, José Ramón Villar, Enrique A. de la Cal. 483-493 [doi]
- Application of the Systems Dynamics Approach to Model Inventive ProblemsJesús Delgado-Maciel, Guillermo Cortes Robles, Emilio Jiménez Macías, Cuauhtémoc Sánchez-Ramírez, Jorge García-Alcaraz. 494-506 [doi]
- A Soft Computing Approach to Optimize the Production of BiodieselMarina Corral Bobadilla, Roberto Fernández-Martínez, Rubén Lostado-Lorza, Fatima Somovilla Gomez, Eliseo P. Vergara González. 507-518 [doi]
- Market Trends and Customer Segmentation for Data of Electronic Retail StoreCarlos Rodriguez-Pardo, Miguel A. Patricio, Antonio Berlanga, José M. Molina López. 519-530 [doi]
- Smart Drivers' Guidance System Based on IoT Technologies for Smart Cities ApplicationImen Masmoudi, Wiam Elleuch, Ali Wali, Adel M. Alimi. 531-542 [doi]
- Machine Learning of Optimal Low-Thrust Transfers Between Near-Earth ObjectsAlessio Mereta, Dario Izzo, Alexander Wittig. 543-553 [doi]
- Neuronal Electrical Behavior Modeling of Solar PanelsJosé Manuel López-Guede, Jose Antonio Ramos-Hernanz, Julián Estévez, Asier Garmendia, Manuel Graña. 554-564 [doi]
- A Proposal to Enhance Human-Machine Interaction by Means of Multi-agent Conversational InterfacesDavid Griol, Araceli Sanchis de Miguel, José Manuel Molina. 565-576 [doi]
- Finding Communities in Recommendation Systems by Multi-agent Spatial DynamicsLeire Ozaeta, Manuel Graña. 577-587 [doi]
- Ensemble Trend Classification in the Foreign Exchange Market Using Class Variable FittingAndrew Kreimer, Maya Herman. 588-599 [doi]
- A Personality-Based Recommender System for Semantic Searches in Vehicles Sales PortalsFábio A. Procópio de Paiva, José Alfredo Ferreira Costa, Cláudio R. M. Silva. 600-612 [doi]
- A Hybrid System of Deep Learning and Learning Classifier System for Database Intrusion DetectionSeok-Jun Bu, Sung-Bae Cho. 615-625 [doi]
- Evolutionary Computing for the Sustainable Management of Educative InstitutionsJuan Ignacio Latorre Biel, Emilio Jiménez Macías. 626-637 [doi]
- NCRIO: A Normative Holonic Metamodel for Multi-agent SystemsEzzine Missaoui, Belhassen Mazigh, Sami Bhiri, Vincent Hilaire. 638-649 [doi]
- Forecasting Satellite Trajectories by Interpolating Hybrid Orbit PropagatorsIván Pérez, Montserrat San-Martín, Rosario María López, Eliseo P. Vergara, Alexander Wittig, Juan Félix San-Juan. 650-661 [doi]
- Detecting Potential Design Weaknesses in SHADE Through Network Feature AnalysisAdam Viktorin, Michal Pluhacek, Roman Senkerik, Tomas Kadavy. 662-673 [doi]
- Multiobjective Reliability-Based Design Optimization Formulations Solved Combining NSGA-II and First Order Reliability MethodLuis Celorrio. 674-685 [doi]
- Hybridization of Analytic Programming and Differential Evolution for Time Series PredictionRoman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka. 686-698 [doi]
- Adjust the Thermo-Mechanical Properties of Finite Element Models Welded Joints Based on Soft Computing TechniquesRoberto Fernández-Martínez, Rubén Lostado-Lorza, Marina Corral Bobadilla, Rubén Escribano-García, Fátima Somovilla Gomez, Eliseo P. Vergara González. 699-709 [doi]
- A Hybrid Approach to Detecting the Best Solution in Nurse Scheduling ProblemSvetlana Simic, Dragan Simic, Dragana Milutinovic, Jovanka Dordevic, Svetislav Simic. 710-721 [doi]