Abstract is missing.
- Calibrating the Classifier: Siamese Neural Network Architecture for End-to-End Arousal Recognition from ECGAndrea Patanè, Marta Kwiatkowska. 1-13 [doi]
- Simple Learning with a Teacher via Biased Regularized Least SquaresSergio Decherchi, Andrea Cavalli. 14-25 [doi]
- Feature Based Multivariate Data ImputationAlessio Petrozziello, Ivan Jordanov. 26-37 [doi]
- Optimization of Neural Network Training with ELM Based on the Iterative Hybridization of Differential Evolution with Local Search and RestartsDavid Sotelo, Daniela Velásquez, Carlos Cobos, Martha Mendoza, Luís Gómez. 38-50 [doi]
- Information-Theoretic Feature Selection Using High-Order InteractionsMateusz Pawluk, Pawel Teisseyre, Jan Mielniczuk. 51-63 [doi]
- Covering Arrays to Support the Process of Feature Selection in the Random Forest ClassifierSebastián Vivas, Carlos Cobos, Martha Mendoza. 64-76 [doi]
- A New Distributed and Decentralized Stochastic Optimization Algorithm with Applications in Big Data AnalyticsReza Shahbazian, Lucio Grandinetti, Francesca Guerriero. 77-91 [doi]
- Generating Term Weighting Schemes Through Genetic ProgrammingAhmad Mazyad, Fabien Teytaud, Cyril Fonlupt. 92-103 [doi]
- Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based Surrogate in a Discrete Decision SpaceJussi Hakanen, Jose Malmberg, Vesa Ojalehto, Kyle Eyvindson. 104-115 [doi]
- Data Science in the Business Environment: Skills Analytics for Curriculum DevelopmentJing Lu. 116-128 [doi]
- Adaptive Dimensionality Reduction in Multiobjective Optimization with Multiextremal CriteriaVictor Gergel, Vladimir A. Grishagin, Ruslan Israfilov. 129-140 [doi]
- REFINE: Representation Learning from Diffusion EventsZekarias T. Kefato, Nasrullah Sheikh, Alberto Montresor. 141-153 [doi]
- Augmented Design-Space Exploration by Nonlinear Dimensionality Reduction MethodsDanny D'Agostino, Andrea Serani, Emilio Fortunato Campana, Matteo Diez. 154-165 [doi]
- Classification and Survival Prediction in Diffuse Large B-Cell Lymphoma by Gene Expression ProfilingPierangela Bruno, Francesco Calimeri, Aldo Marzullo. 166-178 [doi]
- Learning Consistent Tree-Augmented Dynamic Bayesian NetworksMargarida Sousa, Alexandra M. Carvalho. 179-190 [doi]
- Designing Ships Using Constrained Multi-objective Efficient Global OptimizationRoy de Winter, Bas van Stein, Matthys Dijkman, Thomas Bäck. 191-203 [doi]
- A New Approach to Measuring Distances in Dense GraphsFatimah A. Almulhim, Peter A. Thwaites, Charles C. Taylor. 204-216 [doi]
- Ant Colony Optimization for Markov Blanket-Based Feature Selection. Application for Precision MedicineChristine Sinoquet, Clément Niel. 217-230 [doi]
- Average Performance Analysis of the Stochastic Gradient Method for Online PCAStéphane Chrétien, Christophe Guyeux, Zhen-Wai Olivier Ho. 231-242 [doi]
- Improving Traditional Dual Ascent Algorithm for the Uncapacitated Multiple Allocation Hub Location Problem: A RAMP ApproachTelmo Matos, Fábio Maia, Dorabela Gamboa. 243-253 [doi]
- Supervised Learning Approach for Surface-Mount Device ProductionEva Jabbar, Philippe C. Besse, Jean-Michel Loubes, Nathalie Barbosa Roa, Christophe Merle, Rémi Dettai. 254-263 [doi]
- Crawling in Rogue's Dungeons with (Partitioned) A3CAndrea Asperti, Daniele Cortesi, Francesco Sovrano. 264-275 [doi]
- Decision of Neural Networks Hyperparameters with a Population-Based AlgorithmYagiz Nalçakan, Tolga Ensari. 276-281 [doi]
- Strong Duality of the Kantorovich-Rubinstein Mass Transshipment Problem in Metric SpacesJosé Rigoberto Gabriel-Argüelles, Martha Lorena Avendaño-Garrido, Luis Antonio Montero, Juan González-Hernández. 282-292 [doi]
- Evolutionary Construction of Convolutional Neural NetworksMarijn van Knippenberg, Vlado Menkovski, Sergio Consoli. 293-304 [doi]
- Improving Clinical Subjects Clustering by Learning and Optimizing Feature WeightsSergio Consoli, Monique Hendriks, Pieter C. Vos, Jacek Kustra, Dimitrios Mavroeidis, Ralf Hoffmann. 305-316 [doi]
- A Framework to Automatically Extract Funding Information from TextSubhradeep Kayal, Zubair Afzal, George Tsatsaronis, Marius A. Doornenbal, Sophia Katrenko, Michelle Gregory. 317-328 [doi]
- Speeding Up Budgeted Stochastic Gradient Descent SVM Training with Precomputed Golden Section SearchTobias Glasmachers, Sahar Qaadan. 329-340 [doi]
- An Unsupervised Learning Classifier with Competitive Error PerformanceDaniel N. Nissani. 341-356 [doi]
- A GRASP/VND Heuristic for the Max Cut-Clique ProblemMathias Bourel, Eduardo A. Canale, Franco Robledo, Pablo Romero, Luis Stábile. 357-367 [doi]
- A Modelica-Based Simulation Method for Black-Box Optimal Control Problems with Level-Set Dynamic ProgrammingPing Qiao, Yizhong Wu, Qi Zhang. 368-380 [doi]
- A Clonal Selection Algorithm for Multiobjective Energy Reduction Multi-Depot Vehicle Routing ProblemEmmanouela Rapanaki, Iraklis-Dimitrios Psychas, Magdalene Marinaki, Yannis Marinakis, Athanasios Migdalas. 381-393 [doi]
- Big Data Privacy by Design Computation PlatformRui Claro, José Portêlo, Miguel L. Pardal, Raquel Pinho. 394-405 [doi]
- Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNsAlessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni. 406-417 [doi]
- Processing Online SAT Instances with Waiting Time Constraints and Completion WeightsRobinson Duque, Alejandro Arbelaez, Juan Francisco Díaz. 418-430 [doi]
- Variable Selection and Outlier Detection in Regularized Survival Models: Application to Melanoma Gene Expression DataEunice Carrasquinha, André Veríssimo, Marta B. Lopes, Susana Vinga. 431-440 [doi]
- Methods of Machine Learning for Censored Demand PredictionEvgeniy M. Ozhegov, Daria Teterina. 441-446 [doi]
- N-Gram Representation for Web Service Description ClassificationChristian Sánchez-Sánchez, Leonid B. Sheremetov. 447-459 [doi]
- Lookahead Policy and Genetic Algorithm for Solving Nurse Rostering ProblemsPeng Shi, Dario Landa Silva. 460-471 [doi]
- Image-Based Fashion Product Recommendation with Deep LearningHessel Tuinhof, Clemens Pirker, Markus Haltmeier. 472-481 [doi]
- A Machine Learning Approach for Line Outage Identification in Power SystemsJia He, Maggie X. Cheng, Yixin Fang, Mariesa L. Crow. 482-493 [doi]
- Sparse Feature Extraction Model with Independent Subspace AnalysisRadhika Nath, M. Manjunathaiah. 494-505 [doi]
- Bayesian Clustering of Multivariate Immunological DataAlberto Castellini, Giuditta Franco. 506-519 [doi]
- Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal Pattern MiningBalasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen. 520-532 [doi]
- User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement CriterionPaul Feliot, Julien Bect, Emmanuel Vázquez. 533-544 [doi]
- Reinforcement Learning Methods for Operations Research Applications: The Order Release ProblemManuel Schneckenreither, Stefan Haeussler. 545-559 [doi]