Table of Contents

• Deep Neural Network EnsemblesSean Tao. 1-12 [doi]
• Driver Distraction Detection Using Deep Neural NetworkShokoufeh Monjezi Kouchak, Ashraf Gaffar. 13-23 [doi]
• Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors ArraysVittorio Mazzia, Angelo Tartaglia, Marcello Chiaberge, Dario Gandini. 24-35 [doi]
• An Information Analysis Approach into Feature Understanding of Convolutional Deep Neural NetworksZahra Sadeghi. 36-44 [doi]
• Stochastic Weight Matrix-Based Regularization Methods for Deep Neural NetworksPatrik Reizinger, Bálint Gyires-Tóth. 45-57 [doi]
• Quantitative and Ontology-Based Comparison of Explanations for Image ClassificationValentina Ghidini, Alan Perotti, Rossano Schifanella. 58-70 [doi]
• About Generative Aspects of Variational AutoencodersAndrea Asperti. 71-82 [doi]
• Adapted Random Survival Forest for Histograms to Analyze NOx Sensor Failure in Heavy TrucksRam B. Gurung. 83-94 [doi]
• Incoherent Submatrix Selection via Approximate Independence Sets in Scalar Product GraphsStéphane Chrétien, Zhen-Wai Olivier Ho. 95-105 [doi]
• LIA: A Label-Independent Algorithm for Feature Selection for Supervised LearningGail Gilboa-Freedman, Alon Patelsky, Tal Sheldon. 106-117 [doi]
• Relationship Estimation Metrics for Binary SoC DataDave McEwan, José L. Núñez-Yáñez. 118-129 [doi]
• Network Alignment Using Graphlet Signature and High Order ProximityAljohara Almulhim, Vachik S. Dave, Mohammad Al Hasan. 130-142 [doi]
• Effect of Market Spread Over Reinforcement Learning Based Market MakerAbbas Haider, Hui Wang, Bryan Scotney, Glenn I. Hawe. 143-153 [doi]
• A Beam Search for the Longest Common Subsequence Problem Guided by a Novel Approximate Expected Length CalculationMarko Djukanovic, Günther R. Raidl, Christian Blum 0001. 154-167 [doi]
• An Adaptive Parameter Free Particle Swarm Optimization Algorithm for the Permutation Flowshop Scheduling ProblemYannis Marinakis, Magdalene Marinaki. 168-179 [doi]
• The Measure of Regular Relations Recognition Applied to the Supervised Classification TaskYuriy Mikheev. 180-191 [doi]
• Simple and Accurate Classification Method Based on Class Association Rules Performs Well on Well-Known DatasetsJamolbek Mattiev, Branko Kavsek. 192-204 [doi]
• Analyses of Multi-collection Corpora via Compound Topic ModelingClint P. George, Wei Xia, George Michailidis. 205-218 [doi]
• Text Mining with Constrained Tensor DecompositionElaheh Sobhani, Pierre Comon, Christian Jutten, Massoud Babaie-Zadeh. 219-231 [doi]
• The Induction Problem: A Machine Learning Vindication ArgumentGianluca Bontempi. 232-243 [doi]
• Geospatial Dimension in Association Rule Mining: The Case Study of the Amazon Charcoal TreeDavid N. Prata, Marcelo L. Rocha, Leandro O. Ferreira, Rogério Nogueira. 244-258 [doi]
• On Probabilistic k-Richness of the k-Means AlgorithmsRobert A. Klopotek, Mieczyslaw A. Klopotek. 259-271 [doi]
• Using Clustering for Supervised Feature Selection to Detect Relevant FeaturesChristoph Lohrmann, Pasi Luukka. 272-283 [doi]
• A Structural Theorem for Center-Based Clustering in High-Dimensional Euclidean SpaceVladimir Shenmaier. 284-295 [doi]
• Modification of the k-MXT Algorithm and Its Application to the Geotagged Data ClusteringAnastasia Stepanova, Sergei V. Mironov, Sergei P. Sidorov, Alexey Faizliev. 296-307 [doi]
• CoPASample: A Heuristics Based Covariance Preserving Data AugmentationRishabh Agrawal, Paridhi Kothari. 308-320 [doi]
• Active Matrix Completion for Algorithm SelectionMustafa Misir. 321-334 [doi]
• A Framework for Multi-fidelity Modeling in Global Optimization ApproachesZelda B. Zabinsky, Giulia Pedrielli, Hao Huang. 335-346 [doi]
• Performance Evaluation of Local Surrogate Models in Bilevel OptimizationJaqueline S. Angelo, Eduardo Krempser, Helio J. C. Barbosa. 347-359 [doi]
• BowTie - A Deep Learning Feedforward Neural Network for Sentiment AnalysisApostol Vassilev. 360-371 [doi]
• To What Extent Can Text Classification Help with Making Inferences About Students' UnderstandingA. J. Beaumont, T. Al-Shaghdari. 372-383 [doi]
• Combinatorial Learning in Traffic ManagementGiorgio Sartor, Carlo Mannino, Lukas Bach. 384-395 [doi]
• Cartesian Genetic Programming with Guided and Single Active Mutations for Designing Combinational Logic CircuitsJosé Eduardo H. da Silva, Lucas A. M. de Souza, Heder S. Bernardino. 396-408 [doi]
• Designing an Optimal and Resilient iBGP Overlay with Extended ORRTDCristina Mayr, Claudio E. Risso, Eduardo Grampín. 409-421 [doi]
• GRASP Heuristics for the Stochastic Weighted Graph Fragmentation ProblemNicole Rosenstock, Juan Piccini, Guillermo Rela, Franco Robledo, Pablo Romero. 422-433 [doi]
• Uniformly Most-Reliable Graphs and AntiholesGuillermo Rela, Franco Robledo, Pablo Romero. 434-444 [doi]
• Merging Quality Estimation for Binary Decision Diagrams with Binary ClassifiersNikolaus Frohner, Günther R. Raidl. 445-457 [doi]
• Directed Acyclic Graph Reconstruction Leveraging Prior Partial Ordering InformationPei-Li Wang, George Michailidis. 458-471 [doi]
• Learning Scale and Shift-Invariant Dictionary for Sparse RepresentationToshimitsu Aritake, Noboru Murata. 472-483 [doi]
• Robust Kernelized Bayesian Matrix Factorization for Video Background/Foreground SeparationHong-Bo Xie, Caoyuan Li, Richard Yi Da Xu, Kerrie L. Mengersen. 484-495 [doi]
• Parameter Optimization of Polynomial Kernel SVM from miniCVLi-Chia Yeh, Chung-Chin Lu. 496-507 [doi]
• Analysing the Overfit of the Auto-sklearn Automated Machine Learning ToolFabio Fabris, Alex Alves Freitas. 508-520 [doi]
• A New Baseline for Automated Hyper-Parameter OptimizationMarius Geitle, Roland Olsson. 521-530 [doi]
• Optimal Trade-Off Between Sample Size and Precision of Supervision for the Fixed Effects Panel Data ModelGiorgio Gnecco, Federico Nutarelli. 531-542 [doi]
• Restaurant Health Inspections and Crime Statistics Predict the Real Estate Market in New York CityRafael M. Moraes, Anasse Bari, Jiachen Zhu. 543-552 [doi]
• Load Forecasting in District Heating Networks: Model Comparison on a Real-World Case StudyFederico Bianchi, Alberto Castellini, Pietro Tarocco, Alessandro Farinelli. 553-565 [doi]
• A Chained Neural Network Model for Photovoltaic Power ForecastCarola Gajek, Alexander Schiendorfer, Wolfgang Reif. 566-578 [doi]
• Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple KernelsTinkle Chugh, Alma Rahat, Pramudita Satria Palar. 579-591 [doi]
• Designing Combinational Circuits Using a Multi-objective Cartesian Genetic Programming with Adaptive Population SizeLeandro S. Lima, Heder S. Bernardino, Helio J. C. Barbosa. 592-604 [doi]
• Multi-task Learning by Pareto OptimalityDeyan Dyankov, Salvatore Danilo Riccio, Giuseppe Di Fatta, Giuseppe Nicosia. 605-618 [doi]
• Vital Prognosis of Patients in Intensive Care Units Using an Ensemble of Bayesian ClassifiersRosario Delgado, J. David Núñez-González, J. Carlos Yébenes, Ángel Lavado. 619-630 [doi]
• On the Role of Hub and Orphan Genes in the Diagnosis of Breast Invasive CarcinomaMarta B. Lopes, André Veríssimo, Eunice Carrasquinha, Susana Vinga. 631-642 [doi]
• Approximating Probabilistic Constraints for Surgery Scheduling Using Neural NetworksThomas Philip Runarsson. 643-654 [doi]
• Determining Principal Component Cardinality Through the Principle of Minimum Description LengthAmi Tavory. 655-666 [doi]
• Modelling Chaotic Time Series Using Recursive Deep Self-organising Neural NetworksErik Berglund. 667-675 [doi]
• On Tree-Based Methods for Similarity LearningStéphan Clémençon, Robin Vogel. 676-688 [doi]
• Active Learning Approach for Safe Process Parameter TuningStefano De Blasi. 689-699 [doi]
• Federated Learning of Deep Neural Decision ForestsAnders Sjöberg, Emil Gustavsson, Ashok Chaitanya Koppisetty, Mats Jirstrand. 700-710 [doi]
• Conditional Anomaly Detection for Quality and Productivity Improvement of Electronics Manufacturing SystemsEva Jabbar, Philippe C. Besse, Jean-Michel Loubes, Christophe Merle. 711-724 [doi]
• Data Anonymization for Privacy Aware Machine LearningDavid Nizar Jaidan, Maxime Carrere, Zakaria Chemli, Rémi Poisvert. 725-737 [doi]
• Exploiting Similar Behavior of Users in a Cooperative Optimization Approach for Distributing Service Points in Mobility ApplicationsThomas Jatschka, Tobias Rodemann, Günther R. Raidl. 738-750 [doi]
• Long Short-Term Memory Networks for Earthquake Detection in Venezuelan RegionsSergi Mus, Norma Gutiérrez, Rubén Tous, Beatriz Otero, Leonel Cruz, David Llácer, Leonardo Alvarado, Otilio Rojas. 751-754 [doi]
• Zero-Shot Fashion Products Clustering on Social Image StreamsJonatan Poveda, Rubén Tous. 755-758 [doi]
• Treating Artificial Neural Net Training as a Nonsmooth Global Optimization ProblemAndreas Griewank, Angel Rojas. 759-770 [doi]