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ORCID11. HAIS 2016: Seville, Spain
- Francisco Martínez-Álvarez
, Alicia Troncoso, Héctor Quintián, Emilio Corchado:
Hybrid Artificial Intelligent Systems - 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings. Lecture Notes in Computer Science 9648, Springer 2016, ISBN 978-3-319-32033-5
Data Mining and Knowledge Discovery
- José Neves, Nuno Gonçalves, Ruben Oliveira, Sabino Gomes, João Neves, Joaquim Macedo, António Abelha, Cesar Analide, José Machado, Manuel Filipe Santos, Henrique Vicente:
Screening a Case Base for Stroke Disease Detection. 3-13 - Jesús Manuel Almendros-Jiménez, Alfredo Cuzzocrea:
SemSynX: Flexible Similarity Analysis of XML Data via Semantic and Syntactic Heterogeneity/Homogeneity Detection. 14-26 - Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys:
Towards Automatic Composition of Multicomponent Predictive Systems. 27-39 - Md-Mizanur Rahoman, Tetsuya Nasukawa, Hiroshi Kanayama, Ryutaro Ichise:
LiCord: Language Independent Content Word Finder. 40-52 - Philippe Fournier-Viger, Jerry Chun-Wei Lin, Tai Dinh, Hoai Bac Le:
Mining Correlated High-Utility Itemsets Using the Bond Measure. 53-65 - Eva Lorenzo Iglesias, Adrián Seara Vieira, María Lourdes Borrajo Diz:
An HMM-Based Multi-view Co-training Framework for Single-View Text Corpora. 66-78 - Enaitz Ezpeleta, Urko Zurutuza, José María Gómez Hidalgo:
Does Sentiment Analysis Help in Bayesian Spam Filtering? 79-90 - Sang-Muk Jo, Sung-Bae Cho:
A Context-Aware Keyboard Generator for Smartphone Using Random Forest and Rule-Based System. 91-101 - Piotr Andruszkiewicz:
Privacy Preserving Data Mining for Deliberative Consultations. 102-113 - Rafael Arias-Michel, Miguel García-Torres, Christian Schaerer, Federico Divina:
Feature Selection Using Approximate Multivariate Markov Blankets. 114-125 - Concepción Crespo-Turrado, José Luís Casteleiro-Roca, Fernando Sánchez Lasheras, José Antonio López-Vázquez, Francisco Javier de Cos Juez, José Luís Calvo-Rolle, Emilio Corchado:
Student Performance Prediction Applying Missing Data Imputation in Electrical Engineering Studies Degree. 126-135 - Antonio J. Tallón-Ballesteros, José C. Riquelme, Roberto Ruiz Sánchez:
Accuracy Increase on Evolving Product Unit Neural Networks via Feature Subset Selection. 136-148
Time series
- Emilcy Hernández, Víctor Sánchez-Anguix, Vicente Julián, Javier Palanca Cámara, Néstor D. Duque:
Rainfall Prediction: A Deep Learning Approach. 151-162 - Antonio Manuel Durán-Rosal, Pedro Antonio Gutiérrez Peña, Francisco José Martínez-Estudillo, César Hervás-Martínez:
Time Series Representation by a Novel Hybrid Segmentation Algorithm. 163-173 - Ricardo L. Talavera-Llames, Rubén Pérez-Chacón, María Martínez-Ballesteros, Alicia Troncoso, Francisco Martínez-Álvarez:
A Nearest Neighbours-Based Algorithm for Big Time Series Data Forecasting. 174-185 - Michal Wozniak, Boguslaw Cyganek, Andrzej Kasprzak, Pawel Ksieniewicz, Krzysztof Walkowiak:
Active Learning Classifier for Streaming Data. 186-197
Bio-inspired Models and Evolutionary Computation
- Cristian Peñaranda, Soledad Valero, Vicente Julián, Javier Palanca Cámara:
Application of Genetic Algorithms and Heuristic Techniques for the Identification and Classification of the Information Used by a Recipe Recommender. 201-212 - Roozbeh Haghnazar Koochaksaraei, Rasul Enayatifar, Frederico Gadelha Guimarães:
A New Visualization Tool in Many-Objective Optimization Problems. 213-224 - Zakaria Abd El Moiz Dahi, Chaker Mezioud, Enrique Alba:
A Novel Adaptive Genetic Algorithm for Mobility Management in Cellular Networks. 225-237 - Daniel Cinalli, Luis Martí, Nayat Sánchez Pi, Ana Cristina Bicharra Garcia:
Bio-Inspired Algorithms and Preferences for Multi-objective Problems. 238-249 - Yuviny Echevarría, Luciano Sánchez, Cecilio Blanco Viejo:
Assessment of Multi-Objective Optimization Algorithms for Parametric Identification of a Li-Ion Battery Model. 250-260 - Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano:
Comparing ACO Approaches in Epilepsy Seizures. 261-272 - Cristóbal J. Carmona, Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera:
Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach. 273-282 - Dragan Simic, Jovana Gajic, Vladimir Ilin, Vasa Svircevic, Svetlana Simic:
A Hybrid Bio-inspired ELECTRE Approach for Decision Making in Purchasing Agricultural Equipment. 283-295
Learning Algorithms
- Miguel Cárdenas-Montes:
Evaluating the Difficulty of Instances of the Travelling Salesman Problem in the Nearby of the Optimal Solution Based on Random Walk Exploration. 299-310 - Javier García, José Ramón Cano, Salvador García:
A Nearest Hyperrectangle Monotonic Learning Method. 311-322 - José Manuel López-Guede, Asier Garmendia, Manuel Graña:
Knowledge Modeling by ELM in RL for SRHT Problem. 323-331 - Catarina Félix, Carlos Soares, Alípio Jorge:
Can Metalearning Be Applied to Transfer on Heterogeneous Datasets? 332-343 - Michael Fischer, Monica S. Lam:
Smart Sketchpad: Using Machine Learning to Provide Contextually Relevant Examples to Artists. 344-352 - Gloria Cerasela Crisan, Camelia-Mihaela Pintea, Petrica C. Pop, Oliviu Matei:
An Analysis of the Hardness of Novel TSP Iberian Instances. 353-364 - Francisco Padillo, José María Luna, Alberto Cano, Sebastián Ventura:
A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets. 365-376 - Jun-Ho Kim, Ki-Hoon Kim, Sung-Bae Cho:
A Sensory Control System for Adjusting Group Emotion Using Bayesian Networks and Reinforcement Learning. 377-388
Video and Image
- Martín Montalvo, María Guijarro, José Miguel Guerrero, Ángela Ribeiro:
Identification of Plant Textures in Agricultural Images by Principal Component Analysis. 391-401 - Alzbeta Vlachynska, Jan Cervený, Vratislav Cmiel, Tomás Turecek:
Automatic Image-Based Method for Quantitative Analysis of Photosynthetic Cell Cultures. 402-413 - Michal Kepski, Bogdan Kwolek:
Fall Detection Using Body-Worn Accelerometer and Depth Maps Acquired by Active Camera. 414-426 - Javier Sánchez-Monedero, Aurora Sáez, María Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Classification of Melanoma Presence and Thickness Based on Computational Image Analysis. 427-438
Classification and Cluster Analysis
- Rafal Kozik, Michal Choras:
Solution to Data Imbalance Problem in Application Layer Anomaly Detection Systems. 441-450 - Manuel Dorado-Moreno, María Pérez-Ortiz, María Dolores Ayllón-Terán, Pedro Antonio Gutiérrez, César Hervás-Martínez:
Ordinal Evolutionary Artificial Neural Networks for Solving an Imbalanced Liver Transplantation Problem. 451-462 - Andreea Vescan, Camelia Serban:
A Fuzzy-Based Approach for the Multilevel Component Selection Problem. 463-474 - Marta Guijarro-Mata-García, María Guijarro, Rubén Fuentes-Fernández:
A Clustering-Based Method for Team Formation in Learning Environments. 475-486 - Francisco Charte, David Charte, Antonio J. Rivera, María José del Jesus, Francisco Herrera:
R Ultimate Multilabel Dataset Repository. 487-499 - Francisco Charte, Antonio J. Rivera, María José del Jesus, Francisco Herrera:
On the Impact of Dataset Complexity and Sampling Strategy in Multilabel Classifiers Performance. 500-511 - Sergio González, Francisco Herrera, Salvador García:
Managing Monotonicity in Classification by a Pruned AdaBoost. 512-523 - Vicente García, Ana Isabel Marqués, Laura Cleofas-Sánchez, José Salvador Sánchez:
Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE Rankings. 524-535 - Wieslaw Chmielnicki:
Combining k-Nearest Neighbor and Centroid Neighbor Classifier for Fast and Robust Classification. 536-548 - Pablo Morales-Alvarez, Julián Luengo, Francisco Herrera:
A First Study on the Use of Boosting for Class Noise Reparation. 549-559 - Boguslaw Cyganek, Michal Wozniak, Dariusz Jankowski:
Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions. 560-571
Applications
- Miguel Cárdenas-Montes, Bárbara Montes, Roberto Santorelli, Luciano Romero:
Evaluation of Decision Trees Algorithms for Position Reconstruction in Argon Dark Matter Experiment. 575-587 - Jorge García-Gutiérrez, Eduardo González-Ferreiro, Daniel Mateos-García, José Cristóbal Riquelme Santos:
A Preliminary Study of the Suitability of Deep Learning to Improve LiDAR-Derived Biomass Estimation. 588-596 - María Pérez-Ortiz, Mercedes Torres-Jiménez, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez:
Fisher Score-Based Feature Selection for Ordinal Classification: A Social Survey on Subjective Well-Being. 597-608 - Marina Corral Bobadilla, Roberto Fernández-Martínez, Rubén Lostado-Lorza, Fatima Somovilla Gomez, Eliseo P. Vergara González:
A Soft Computing Approach to Optimize the Clarification Process in Wastewater Treatment. 609-620 - Fatima Somovilla Gomez, Rubén Lostado-Lorza, Roberto Fernández-Martínez, Marina Corral Bobadilla, Rubén Escribano-García:
A Proposed Methodology for Setting the Finite Element Models Based on Healthy Human Intervertebral Lumbar Discs. 621-633 - Fawad Hassan, Naeem Iqbal, Francisco Martínez-Álvarez, Khawaja M. Asim:
Passivity Based Control of Cyber Physical Systems Under Zero-Dynamics Attack. 634-646 - Francisco José Valverde Albacete, Carmen Peláez-Moreno:
The Multivariate Entropy Triangle and Applications. 647-658 - Rodrigo Salgado, Abraham Prieto, Pilar Caamaño, Francisco Bellas, Richard J. Duro:
Motivational Engine with Sub-goal Identification in Neuroevolution Based Cognitive Robotics. 659-670
Bioinformatics
- David Gutiérrez-Avilés, Cristina Rubio-Escudero:
TRIQ: A Comprehensive Evaluation Measure for Triclustering Algorithms. 673-684 - Juan A. Nepomuceno, Alicia Troncoso, Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz:
Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure. 685-693 - Alejandro Sánchez Medina, Alberto Gil Pichardo, José Manuel García-Heredia, María Martínez-Ballesteros:
Discovery of Genes Implied in Cancer by Genetic Algorithms and Association Rules. 694-705 - Francisco Javier Gil-Cumbreras, Raúl Giráldez, Jesús S. Aguilar-Ruiz:
Extending Probabilistic Encoding for Discovering Biclusters in Gene Expression Data. 706-717
Hybrid Intelligent Systems for Data Mining and Applications
- Alfredo Burrieza, Emilio Muñoz-Velasco, Manuel Ojeda-Aciego:
A Hybrid Approach to Closeness in the Framework of Order of Magnitude Qualitative Reasoning. 721-729 - Marcin Luckner, Rafal Górak:
Hybrid Algorithm for Floor Detection Using GSM Signals in Indoor Localisation Task. 730-741 - Pedro López-García, Michal Wozniak, Enrique Onieva, Asier Perallos:
Hybrid Optimization Method Applied to Adaptive Splitting and Selection Algorithm. 742-750 - Héctor Quintián, José Luís Casteleiro-Roca, Francisco Javier Perez Castelo, José Luís Calvo-Rolle, Emilio Corchado:
Hybrid Intelligent Model for Fault Detection of a Lithium Iron Phosphate Power Cell Used in Electric Vehicles. 751-762
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