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ORCID11. HAIS 2017: La Rioja, Spain
- Francisco Javier Martínez de Pisón, Rubén Urraca, Héctor Quintián
, Emilio Corchado:
Hybrid Artificial Intelligent Systems - 12th International Conference, HAIS 2017, La Rioja, Spain, June 21-23, 2017, Proceedings. Lecture Notes in Computer Science 10334, Springer 2017, ISBN 978-3-319-59649-5
Data Mining, Knowledge Discovery and Big Data
- Ali Mert Ertugrul, Burak Velioglu, Pinar Karagoz:
Word Embedding Based Event Detection on Social Media. 3-14 - Ana Valdivia, María Victoria Luzón, Francisco Herrera:
Sentiment Analysis on TripAdvisor: Are There Inconsistencies in User Reviews? 15-25 - Bartosz Krawczyk, Bridget T. McInnes, Alberto Cano:
Sentiment Classification from Multi-class Imbalanced Twitter Data Using Binarization. 26-37 - Mark Abraham Magumba, Peter Nabende:
An Ontology for Generalized Disease Incidence Detection on Twitter. 38-51 - Francisco Javier Martínez de Pisón, Ruben Gonzalez-Sendino, Alvaro Aldama, Javier Ferreiro-Cabello, Esteban Fraile-Garcia:
Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature Selection. 52-62 - Furkan Göz, Alev Mutlu:
Concept Discovery in Graph Databases - A Case Study with Neo4j. 63-74 - Natthawut Kertkeidkachorn, Ryutaro Ichise:
Leveraging Distributed Representations of Elements in Triples for Predicate Linking. 75-87 - Miguel Ángel Rodríguez, Alberto Fernández, Antonio Peregrín, Francisco Herrera:
A Review of Distributed Data Models for Learning. 88-97
Bio-inspired Models and Evolutionary Computation
- Miguel Cárdenas-Montes:
Incorporating More Scaled Differences to Differential Evolution. 101-112 - Ga Ching Lui, Chun Yin Yip, Kwok Yip Szeto:
Topological Evolution of Financial Network: A Genetic Algorithmic Approach. 113-124 - Chun Yin Yip, Kwok Yip Szeto:
Optimization of Joint Sales Potential Using Genetic Algorithm. 125-136 - David Ruano-Ordás, Vitor Basto-Fernandes, Iryna Yevseyeva, José Ramón Méndez:
Evolutionary Multi-objective Scheduling for Anti-Spam Filtering Throughput Optimization. 137-148 - Petrica C. Pop, Oliviu Matei, Cosmin Sabo:
A Hybrid Diploid Genetic Based Algorithm for Solving the Generalized Traveling Salesman Problem. 149-160 - Alexandros Tzanetos, Vassilios Vassiliadis, Georgios Dounias:
A Novel Hybrid Nature-Inspired Scheme for Solving a Financial Optimization Problem. 161-172 - Tomas Kadavy, Michal Pluhacek, Adam Viktorin, Roman Senkerik:
Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO. 173-182 - Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka:
PSO with Partial Population Restart Based on Complex Network Analysis. 183-192
Learning Algorithms
- Alberto Diez-Olivan, Mariluz Penalva, Fernando Veiga, Lutz Deitert, Ricardo Sanz, Basilio Sierra:
Kernel Density-Based Pattern Classification in Blind Fasteners Installation. 195-206 - Eva Volná, Jaroslav Zácek, Robert Jarusek:
Training Set Fuzzification Towards Prediction Improvement. 207-219 - Francisco Javier Pulgar, Antonio J. Rivera, Francisco Charte, María José del Jesus:
On the Impact of Imbalanced Data in Convolutional Neural Networks Performance. 220-232 - Mohamed S. Kraiem, María N. Moreno:
Effectiveness of Basic and Advanced Sampling Strategies on the Classification of Imbalanced Data. A Comparative Study Using Classical and Novel Metrics. 233-245 - Bernd-Jürgen Falkowski:
A Perceptron Classifier, Its Correctness Proof and a Probabilistic Interpretation. 246-255 - David Álvarez, D. Prieto Herráez, M. Isabel Asensio, José Manuel Cascón, Luis Ferragut:
Parallel Implementation of a Simplified Semi-physical Wildland Fire Spread Model Using OpenMP. 256-267 - Anabel Gómez-Ríos, Julián Luengo, Francisco Herrera:
A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoost. 268-280 - Jacinto Carrasco, Salvador García, María del Mar Rueda, Francisco Herrera:
rNPBST: An R Package Covering Non-parametric and Bayesian Statistical Tests. 281-292 - Andrey Gritsenko, Emil Eirola, Daniel Schupp, Edward R. Ratner, Amaury Lendasse:
Solve Classification Tasks with Probabilities. Statistically-Modeled Outputs. 293-305 - David Griol, Araceli Sanchis de Miguel, José Manuel Molina:
FRB-Dialog: A Toolkit for Automatic Learning of Fuzzy-Rule Based (FRB) Dialog Managers. 306-317 - Michal Koziarski, Bartosz Krawczyk, Michal Wozniak:
Radial-Based Approach to Imbalanced Data Oversampling. 318-327
Visual Analysis & Advanced Data Processing Techniques
- María Dolores Muñoz Vicente, María N. Moreno García:
Simulation of a Directional Process by Means of an Anisotropic Buffer Operator. 331-341 - Génesis Varela-Salinas, Carlos Armando García-Pérez, Rafael Peláez, Adolfo J. Rodríguez:
Visual Clustering Approach for Docking Results from Vina and AutoDock. 342-353 - Rosa Matias:
Establishing a Cooperation Between RadViz and SOM to Improve the Analyst Visual Experience. 354-366 - Taras Agryzkov, José Luis Oliver, Javier Santacruz, Leandro Tortosa, José-Francisco Vicent:
Quantification and Visualization of a Heritage Conservation in a Quito Neighbourhood (Ecuador). 367-378 - Faten Chaabane, Maha Charfeddine, Chokri Ben Amar:
An Enhanced Hierarchical Traitor Tracing Scheme Based on Clustering Algorithms. 379-390 - Naohiro Ishii, Ippei Torii, Kazunori Iwata, Kazuya Odagiri, Toyoshiro Nakashima:
Generation of Reducts Based on Nearest Neighbor Relations and Boolean Reasoning. 391-401 - Pavel Skrabánek, Natália Martínková:
Extraction of Outliers from Imbalanced Sets. 402-412
Data Mining Applications
- Oliviu Matei, Teodor Rusu, Andrei Bozga, Petrica Pop Sitar, Carmen Anton:
Context-Aware Data Mining: Embedding External Data Sources in a Machine Learning Process. 415-426 - Javier Antoñanzas, Rubén Urraca, Alpha V. Pernía-Espinoza, Alvaro Aldama, Luis Alfredo Fernández-Jiménez, Francisco Javier Martínez de Pisón:
Single and Blended Models for Day-Ahead Photovoltaic Power Forecasting. 427-434 - Ines Rekik, Sabeur Elkosantini, Habib Chabchoub:
Integration of Case Based Reasoning in Multi-agent System for the Real-Time Container Stacking in Seaport Terminals. 435-446 - Ramón Rueda Delgado, Luis Gonzaga Baca Ruiz, Patricia Jimeno-Sáez, Manuel Pegalajar Cuéllar, David Pulido-Velazquez, Maria del Carmen Pegalajar:
Experimental Evaluation of Straight Line Programs for Hydrological Modelling with Exogenous Variables. 447-458 - Salima Mnif, Saber Darmoul, Sabeur Elkosantini, Lamjed Ben Said:
Integration of Immune Features into a Belief-Desire-Intention Model for Multi-agent Control of Public Transportation Systems. 459-470 - Cristian Peñaranda, Vicente Julián, Javier Palanca, Vicente J. Botti:
A Multi-Agent System to Improve Mobile Robot Localization. 471-482 - Irene Díaz, José Ramón Villar, Enrique A. de la Cal:
Spanish Road Fork Traffic Analysis and Modelling. 483-493 - Jesús Delgado-Maciel, Guillermo Cortes Robles, Emilio Jiménez Macías, Cuauhtémoc Sánchez-Ramírez, Jorge García-Alcaraz:
Application of the Systems Dynamics Approach to Model Inventive Problems. 494-506 - Marina Corral Bobadilla, Roberto Fernández-Martínez, Rubén Lostado-Lorza, Fatima Somovilla Gomez, Eliseo P. Vergara González:
A Soft Computing Approach to Optimize the Production of Biodiesel. 507-518 - Carlos Rodríguez-Pardo, Miguel A. Patricio, Antonio Berlanga, José M. Molina López:
Market Trends and Customer Segmentation for Data of Electronic Retail Store. 519-530 - Imen Masmoudi, Wiam Elleuch, Ali Wali, Adel M. Alimi:
Smart Drivers' Guidance System Based on IoT Technologies for Smart Cities Application. 531-542 - Alessio Mereta, Dario Izzo, Alexander Wittig:
Machine Learning of Optimal Low-Thrust Transfers Between Near-Earth Objects. 543-553 - José Manuel López-Guede, Jose Antonio Ramos-Hernanz, Julián Estévez, Asier Garmendia, Manuel Graña:
Neuronal Electrical Behavior Modeling of Solar Panels. 554-564 - David Griol, Araceli Sanchis de Miguel, José Manuel Molina:
A Proposal to Enhance Human-Machine Interaction by Means of Multi-agent Conversational Interfaces. 565-576 - Leire Ozaeta, Manuel Graña:
Finding Communities in Recommendation Systems by Multi-agent Spatial Dynamics. 577-587 - Andrew Kreimer, Maya Herman:
Ensemble Trend Classification in the Foreign Exchange Market Using Class Variable Fitting. 588-599 - Fábio A. Procópio de Paiva, José Alfredo Ferreira Costa, Cláudio R. M. Silva:
A Personality-Based Recommender System for Semantic Searches in Vehicles Sales Portals. 600-612
Hybrid Intelligent Applications
- Seok-Jun Bu, Sung-Bae Cho:
A Hybrid System of Deep Learning and Learning Classifier System for Database Intrusion Detection. 615-625 - Juan Ignacio Latorre Biel, Emilio Jiménez Macías:
Evolutionary Computing for the Sustainable Management of Educative Institutions. 626-637 - Ezzine Missaoui, Belhassen Mazigh, Sami Bhiri, Vincent Hilaire:
NCRIO: A Normative Holonic Metamodel for Multi-agent Systems. 638-649 - Iván Pérez, Montserrat San-Martín, Rosario María López, Eliseo P. Vergara González, Alexander Wittig, Juan Félix San-Juan:
Forecasting Satellite Trajectories by Interpolating Hybrid Orbit Propagators. 650-661 - Adam Viktorin, Michal Pluhacek, Roman Senkerik, Tomas Kadavy:
Detecting Potential Design Weaknesses in SHADE Through Network Feature Analysis. 662-673 - Luis Celorrio:
Multiobjective Reliability-Based Design Optimization Formulations Solved Combining NSGA-II and First Order Reliability Method. 674-685 - Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka:
Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction. 686-698 - Roberto Fernández-Martínez, Rubén Lostado-Lorza, Marina Corral Bobadilla, Rubén Escribano-García, Fátima Somovilla Gomez, Eliseo P. Vergara González:
Adjust the Thermo-Mechanical Properties of Finite Element Models Welded Joints Based on Soft Computing Techniques. 699-709 - Svetlana Simic, Dragan Simic, Dragana Milutinovic, Jovanka Dordevic, Svetislav Simic:
A Hybrid Approach to Detecting the Best Solution in Nurse Scheduling Problem. 710-721
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