Abstract is missing.
- Compound Local Binary Pattern and Enhanced Jaya Optimized Extreme Learning Machine for Digital Mammogram ClassificationFiglu Mohanty, Suvendu Rup, Bodhisattva Dash. 1-8 [doi]
- Support Vector Machine Based Method for High Impedance Fault Diagnosis in Power Distribution NetworksK. Moloi, Jaco A. Jordaan, Yskandar Hamam. 9-16 [doi]
- Extended Min-Hash Focusing on Intersection CardinalityHisashi Koga, Satoshi Suzuki, Taiki Itabashi, Gibran Fuentes Pineda, Takahisa Toda. 17-26 [doi]
- Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma UnderstandingFélix Fuentes-Hurtado, Sandra Morales, José Manuel Mossi, Valery Naranjo, Vadim Fedulov, David Woldbye, Kristian Klemp, Marie Torm, Michael Larsen. 27-34 [doi]
- Finding the Importance of Facial Features in Social Trait PerceptionFélix Fuentes-Hurtado, Jose Antonio Diego-Mas, Valery Naranjo, Mariano Alcañiz. 35-45 [doi]
- Effective Centralized Trust Management Model for Internet of ThingsHela Maddar, Wafa Kammoun, Habib Youssef. 46-57 [doi]
- Knowledge-Based Solution Construction for Evolutionary Minimization of Systemic RiskKrzysztof Michalak. 58-68 [doi]
- Handwritten Character Recognition Using Active Semi-supervised LearningPapangkorn Inkeaw, Jakramate Bootkrajang, Teresa Gonçalves, Jeerayut Chaijaruwanich. 69-78 [doi]
- Differential Evolution for Association Rule Mining Using Categorical and Numerical AttributesIztok Fister Jr., Andrés Iglesias 0001, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister 0001. 79-88 [doi]
- Predicting Wind Energy Generation with Recurrent Neural NetworksJaume Manero, Javier Béjar, Ulises Cortés. 89-98 [doi]
- Improved Architectural Redesign of MTree Clusterer in the Context of Image SegmentationMarius Andrei Ciurez, Marian Cristian Mihaescu. 99-106 [doi]
- Exploring Online Novelty Detection Using First Story Detection ModelsFei Wang, Robert J. Ross, John D. Kelleher. 107-116 [doi]
- A Fast Metropolis-Hastings Method for Generating Random Correlation MatricesIrene Córdoba, Gherardo Varando, Concha Bielza, Pedro Larrañaga. 117-124 [doi]
- Novel and Classic Metaheuristics for Tunning a Recommender System for Predicting Student Performance in Online CampusJuan Antonio Gómez Pulido, Enrique Cortés-Toro, Arturo Durán-Domínguez, Broderick Crawford, Ricardo Soto. 125-133 [doi]
- General Structure Preserving Network EmbeddingSinan Zhu, Caiyan Jia. 134-146 [doi]
- Intelligent Rub-Impact Fault Diagnosis Based on Genetic Algorithm-Based IMF Selection in Ensemble Empirical Mode Decomposition and Diverse Features ModelsM. M. Manjurul Islam, Alexander E. Prosvirin, Jong Myon Kim. 147-155 [doi]
- Anomaly Detection in Spatial Layer Models of Autonomous AgentsMarie Kiermeier, Sebastian Feld, Thomy Phan, Claudia Linnhoff-Popien. 156-163 [doi]
- Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal DamageCristiana Silva, Adrián Colomer, Valery Naranjo. 164-173 [doi]
- Comparison of Local Analysis Strategies for Exudate Detection in Fundus ImagesJoana Pereira, Adrián Colomer, Valery Naranjo. 174-183 [doi]
- MapReduce Model for Random Forest Algorithm: Experimental StudiesBarbara Bobowska, Dariusz Jankowski. 184-194 [doi]
- Specifics Analysis of Medical Communities in Social Network ServicesArtem Lobantsev, Aleksandra Vatian, Natalia V. Dobrenko, Andrey Stankevich, Anna Kaznacheeva, Vladimir Parfenov, Anatoly Shalyto, Natalia F. Gusarova. 195-203 [doi]
- PostProcessing in Constrained Role MiningCarlo Blundo, Stelvio Cimato, Luisa Siniscalchi. 204-214 [doi]
- Linguistic Features to Identify Extreme Opinions: An Empirical StudySattam Almatarneh, Pablo Gamallo 0001. 215-223 [doi]
- Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE ModelsAndres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi. 224-232 [doi]
- Understanding Learner's Drop-Out in MOOCsAlya Itani, Laurent Brisson, Serge Garlatti. 233-244 [doi]
- Categorical Big Data ProcessingJaime Salvador-Meneses, Zoila Ruiz-Chavez, José García Rodríguez. 245-252 [doi]
- Spatial-Temporal K Nearest Neighbors Model on MapReduce for Traffic Flow PredictionAnton Agafonov, Alexander Yumaganov. 253-260 [doi]
- Exploring the Perceived Usefulness and Attitude Towards Using Tesys e-Learning PlatformPaul-Stefan Popescu, Costel Ionascu, Marian Cristian Mihaescu. 261-268 [doi]
- An ELM Based Regression Model for ECG Artifact Minimization from Single Channel EEGChinmayee Dora, Pradyut Kumar Biswal. 269-276 [doi]
- Suggesting Cooking Recipes Through Simulation and Bayesian OptimizationEduardo C. Garrido-Merchán, Alejandro Albarca-Molina. 277-284 [doi]
- Assessment and Adaption of Pattern Discovery Approaches for Time Series Under the Requirement of Time WarpingFabian Kai-Dietrich Noering, Konstantin Jonas, Frank Klawonn. 285-296 [doi]
- Machine Learning Methods Based Preprocessing to Improve Categorical Data ClassificationZoila Ruiz-Chavez, Jaime Salvador-Meneses, José García Rodríguez. 297-304 [doi]
- Crossover Operator Using Knowledge Transfer for the Firefighter ProblemKrzysztof Michalak. 305-316 [doi]
- Exploring Coclustering for Serendipity Improvement in Content-Based RecommendationAndrei Martins Silva, Fernando Henrique da Silva Costa, Alexandra Katiuska Ramos Diaz, Sarajane Marques Peres. 317-327 [doi]
- Weighted Voting and Meta-Learning for Combining Authorship Attribution MethodsSmiljana Petrovic, Ivan Petrovic, Ileana Palesi, Anthony J. Calise. 328-335 [doi]
- On Application of Learning to Rank for Assets Management: Warehouses RankingWorapol Alex Pongpech. 336-343 [doi]
- Single-Class Bankruptcy Prediction Based on the Data from Annual ReportsPeter Drotár, Peter Gnip, Martin Zoricak, Vladimír Gazda. 344-353 [doi]
- Multi-dimensional Bayesian Network Classifier TreesSantiago Gil-Begue, Pedro Larrañaga, Concha Bielza. 354-363 [doi]
- Model Selection in Committees of Evolved Convolutional Neural Networks Using Genetic AlgorithmsAlejandro Baldominos, Yago Saez, Pedro Isasi. 364-373 [doi]
- Chatbot Theory - A Naïve and Elementary Theory for Dialogue ManagementFrancisco S. Marcondes, José João Almeida, Paulo Novais. 374-384 [doi]
- An Adaptive Anomaly Detection Algorithm for Periodic Data StreamsZirije Hasani, Boro Jakimovski, Goran Velinov, Margita Kon-Popovska. 385-397 [doi]
- Semantic WordRank: Generating Finer Single-Document SummarizationsHao Zhang, Jie Wang. 398-409 [doi]
- Exploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric SystemsMiguel A. Becerra, C. Duque-Mejía, C. Zapata-Hernández, Diego Hernán Peluffo-Ordóñez, L. Serna-Guarín, Edilson Delgado-Trejos, Edgardo Javier Revelo-Fuelagán, X. P. Blanco-Valencia. 410-418 [doi]
- Improving the Decision Support in Diagnostic Systems Using Classifier Probability CalibrationXiaowei Kortum, Lorenz Grigull, Urs Muecke, Werner Lechner, Frank Klawonn. 419-428 [doi]
- Applying Tree Ensemble to Detect Anomalies in Real-World Water Composition DatasetMinh Nguyen, Doina Logofatu. 429-438 [doi]
- A First Approach to Face Dimensionality Reduction Through Denoising AutoencodersFrancisco Javier Pulgar, Francisco Charte, Antonio J. Rivera, María José del Jesús. 439-447 [doi]
- An Approximation to Deep Learning Touristic-Related Time Series ForecastingDaniel Trujillo Viedma, Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, María José del Jesus Díaz. 448-456 [doi]
- CCTV Image Sequence Generation and Modeling Method for Video Anomaly Detection Using Generative Adversarial NetworkWonsup Shin, Sung-Bae Cho. 457-467 [doi]
- Learning Optimal Q-Function Using Deep Boltzmann Machine for Reliable Trading of CryptocurrencySeok-Jun Bu, Sung-Bae Cho. 468-480 [doi]
- Predicting the Household Power Consumption Using CNN-LSTM Hybrid NetworksTae-young Kim, Sung-Bae Cho. 481-490 [doi]
- Thermal Prediction for Immersion Cooling Data Centers Based on Recurrent Neural NetworksJaime Pérez, Sergio Pérez, José Manuel Moya, Patricia Arroba. 491-498 [doi]
- Detecting Intrusive Malware with a Hybrid Generative Deep Learning ModelJin Young Kim, Sung-Bae Cho. 499-507 [doi]
- Inferring Temporal Structure from Predictability in Bumblebee Learning FlightStefan Meyer, Olivier J. N. Bertrand, Martin Egelhaaf, Barbara Hammer. 508-519 [doi]
- Intelligent Wristbands for the Automatic Detection of Emotional States for the ElderlyJaime Andres Rincon, Ângelo Costa, Paulo Novais, Vicente Julián, Carlos Carrascosa. 520-530 [doi]
- Applying Cost-Sensitive Classifiers with Reinforcement Learning to IDSRoberto Blanco, Juan J. Cilla, Samira Briongos, Pedro Malagón, José Manuel Moya. 531-538 [doi]
- ATM Fraud Detection Using Outlier DetectionRoongtawan Laimek, Natsuda Kaothanthong, Thepchai Supnithi. 539-547 [doi]
- Machine Learning for Drugs PrescriptionP. Silva, Adriano Rivolli, P. Rocha, F. Correia, Carlos Soares. 548-555 [doi]
- Intrusion Detection Using Transfer Learning in Machine Learning Classifiers Between Non-cloud and Cloud DatasetsRoja Ahmadi, Robert D. Macredie, Allan Tucker. 556-566 [doi]
- Concatenating or Averaging? Hybrid Sentences Representations for Sentiment AnalysisCarlotta Orsenigo, Carlo Vercellis, Claudia Volpetti. 567-575 [doi]
- ALoT: A Time-Series Similarity Measure Based on Alignment of TexturesHasan Ogul. 576-585 [doi]
- Intelligent Agents in a Blockchain-Based Electronic Voting SystemMichal Pawlak, Aneta Poniszewska-Maranda, Jakub Guziur. 586-593 [doi]
- Signal Reconstruction Using Evolvable Recurrent Neural NetworksNadia Masood Khan, Gul Muhammad Khan. 594-602 [doi]
- A Cluster-Based Prototype Reduction for Online ClassificationKemilly Dearo Garcia, André C. P. L. F. de Carvalho, João Mendes-Moreira. 603-610 [doi]
- Reusable Big Data System for Industrial Data Mining - A Case Study on Anomaly Detection in Chemical PlantsReuben Borrison, Benjamin Klöpper, Moncef Chioua, Marcel Dix, Barbara Sprick. 611-622 [doi]
- Unsupervised Domain Adaptation for Human Activity RecognitionPaulo Barbosa, Kemilly Dearo Garcia, João Mendes-Moreira, André C. P. L. F. de Carvalho. 623-630 [doi]
- Data Set Partitioning in Evolutionary Instance SelectionMiroslaw Kordos, Lukasz Czepielik, Marcin Blachnik. 631-641 [doi]
- Identification of Individual Glandular Regions Using LCWT and Machine Learning TechniquesJosé Gabriel García, Adrián Colomer, Valery Naranjo, Francisco Peñaranda, M. Á. Sales. 642-650 [doi]
- Improving Time Series Prediction via Modification of Dynamic Weighted Majority in Ensemble LearningMarek Lóderer, Peter Pavlík, Viera Rozinajová. 651-660 [doi]
- Generalized Low-Computational Cost Laplacian EigenmapsJose Alejandro Salazar-Castro, D. F. Peña-Unigarro, Cielo K. Basante-Villota, C. Ortega, Lilian Dayana Cruz-Cruz, Edgardo Javier Revelo-Fuelagán, X. P. Blanco-Valencia, Germán Castellanos-Domínguez, Diego Hernán Peluffo-Ordóñez. 661-669 [doi]
- Optimally Selected Minimal Learning MachineÁtilla N. Maia, Madson Luiz Dantas Dias, João P. P. Gomes, Ajalmar R. da Rocha Neto. 670-678 [doi]
- Neural Collaborative Filtering: Hybrid Recommendation Algorithm with Content Information and Implicit FeedbackLi Ji, Guangyan Lin, Huobin Tan. 679-688 [doi]
- Overlap-Based Undersampling for Improving Imbalanced Data ClassificationPattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski, Chrisina Jayne. 689-697 [doi]
- Predicting Online Review Scores Across Reviewer CategoriesMichela Fazzolari, Marinella Petrocchi, Angelo Spognardi. 698-710 [doi]
- Improving SeNA-CNN by Automating Task RecognitionAbel S. Zacarias, Luís A. Alexandre. 711-721 [doi]
- Communication Skills Personal Trainer Based on Viola-Jones Object Detection AlgorithmÁlvaro Pardo Pertierra, Ana B. Gil-González, Javier Teira Lafuente, Ana de Luis-Reboredo. 722-729 [doi]
- Optimizing Meta-heuristics for the Time-Dependent TSP Applied to Air TravelsDiogo Duque, José Aleixo Cruz, Henrique Lopes Cardoso, Eugénio Oliveira. 730-739 [doi]
- Compositional Stochastic Average Gradient for Machine Learning and Related ApplicationsTsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar. 740-752 [doi]
- Instance-Based Stacked Generalization for Transfer LearningYassine Baghoussi, João Mendes-Moreira. 753-760 [doi]
- Combined Classifier Based on Quantized Subspace Class DistributionPawel Ksieniewicz. 761-772 [doi]
- A Framework for Form Applications that Use Machine LearningGuilherme Aguiar, Patricia Vilain. 773-782 [doi]
- CGLAD: Using GLAD in Crowdsourced Large DatasetsEnrique G. Rodrigo, Juan A. Aledo, José A. Gámez 0001. 783-791 [doi]
- Extending Independent Component Analysis for Event Detection on Online Social MediaHoang Long Nguyen, Jason J. Jung. 792-800 [doi]
- Framework for the Training of Deep Neural Networks in TensorFlow Using MetaheuristicsJulián Muñoz-Ordóñez, Carlos Cobos, Martha Mendoza, Enrique Herrera-Viedma, Francisco Herrera, Siham Tabik. 801-811 [doi]
- New Fuzzy Singleton Distance Measurement by ConvolutionRodrigo Naranjo, Matilde Santos. 812-820 [doi]
- Peak Alpha Based Neurofeedback Training Within Survival Shooter GameRadu AbuRas, Gabriel Turcu, Ilkka Kosunen, Marian Cristian Mihaescu. 821-828 [doi]
- Taking e-Assessment Quizzes - A Case Study with an SVD Based Recommender SystemOana Maria Teodorescu, Paul-Stefan Popescu, Marian Cristian Mihaescu. 829-837 [doi]
- Towards Complex Features: Competitive Receptive Fields in Unsupervised Deep NetworksRichard Hankins, Yao Peng, Hujun Yin. 838-848 [doi]
- Deep Neural Networks with Markov Random Field Models for Image ClassificationYao Peng, Menyu Liu, Hujun Yin. 849-859 [doi]