Table of Contents

• Parallelization of an Algorithm for Automatic Classification of Medical DataVíctor M. García-Molla, Addisson Salazar, Gonzalo Safont, Antonio M. Vidal, Luis Vergara. 3-16 [doi]
• The Chain Alignment ProblemLeandro Ishi Soares de Lima, Said Sadique Adi. 17-30 [doi]
• Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case StudyValentina Giansanti, Mauro Castelli, Stefano Beretta 0001, Ivan Merelli. 31-44 [doi]
• Automated Epileptic Seizure Detection Method Based on the Multi-attribute EEG Feature Pool and mRMR Feature Selection MethodBo Miao, Junling Guan, LiangLiang Zhang, Qingfang Meng, Yulin Zhang. 45-59 [doi]
• An Approach for Semantic Data Integration in Cancer StudiesIliyan Mihaylov, Maria Nisheva-Pavlova, Dimitar Vassilev. 60-73 [doi]
• A Study of the Electrical Propagation in Purkinje FibersLucas Arantes Berg, Rodrigo Weber dos Santos, Elizabeth M. Cherry. 74-86 [doi]
• A Knowledge Based Self-Adaptive Differential Evolution Algorithm for Protein Structure PredictionPedro Henrique Narloch, Márcio Dorn. 87-100 [doi]
• A Multi-objective Swarm-Based Algorithm for the Prediction of Protein StructuresLeonardo de Lima Corrêa, Márcio Dorn. 101-115 [doi]
• Combining Polynomial Chaos Expansions and Genetic Algorithm for the Coupling of Electrophysiological ModelsGustavo Montes Novaes, Joventino Oliveira Campos, Enrique Alvarez-Lacalle, Sergio Alonso Muñoz, Bernardo Martins Rocha, Rodrigo Weber dos Santos. 116-129 [doi]
• A Cloud Architecture for the Execution of Medical Imaging BiomarkersSergio López-Huguet, Fabio García-Castro, Angel Alberich-Bayarri, Ignacio Blanquer. 130-144 [doi]
• A Self-adaptive Local Search Coordination in Multimeme Memetic Algorithm for Molecular DockingPablo Felipe Leonhart, Pedro Henrique Narloch, Márcio Dorn. 145-159 [doi]
• Parallel CT Reconstruction for Multiple Slices Studies with SuiteSparseQR Factorization PackageMónica Chillarón, Vicente Vidal, Gumersindo Verdú. 160-169 [doi]
• ARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache SparkJorge Gonzalez-Lopez, Sebastián Ventura, Alberto Cano 0001. 173-179 [doi]
• On the Role of Cost-Sensitive Learning in Imbalanced Data OversamplingBartosz Krawczyk, Michal Wozniak. 180-191 [doi]
• Characterization of Handwritten Signature Images in Dissimilarity Representation SpaceVictor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin. 192-206 [doi]
• Missing Features Reconstruction and Its Impact on Classification AccuracyMagda Friedjungová, Marcel Jirina, Daniel Vasata. 207-220 [doi]
• A Deep Malware Detection Method Based on General-Purpose Register FeaturesFang Li, Chao Yan, Ziyuan Zhu, Dan Meng. 221-235 [doi]
• A Novel Distribution Analysis for SMOTE Oversampling Method in Handling Class ImbalanceDina Elreedy, Amir F. Atiya. 236-248 [doi]
• Forecasting Purchase Categories by Transactional Data: A Comparative Study of Classification MethodsEgor Shikov, Klavdiya Bochenina. 249-262 [doi]
• Recognizing Faults in Software Related Difficult DataMichal Choras, Marek Pawlicki, Rafal Kozik. 263-272 [doi]
• Research on Knowledge Discovery in Database of Traffic Flow State Based on Attribute ReductionJia-lin Wang, Xiao-lu Li, Li Wang, Xi Zhang, Peng Zhang, Guang-Yu Zhu. 275-285 [doi]
• Factor Integration Based on Neural Networks for Factor InvestingZhichen Lu, Wen Long, Jiashuai Zhang, Yingjie Tian. 286-292 [doi]
• A Brief Survey of Relation Extraction Based on Distant SupervisionYong Shi, Yang Xiao, Lingfeng Niu. 293-303 [doi]
• Short-Term Traffic Congestion Forecasting Using Attention-Based Long Short-Term Memory Recurrent Neural NetworkTianlin Zhang, Ying Liu, Zhenyu Cui, Jiaxu Leng, Weihong Xie, Liang Zhang. 304-314 [doi]
• Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance WeightingAndrés Arévalo, Diego León, German Hernandez. 315-325 [doi]
• A Computational Technique for Asian Option Pricing ModelManisha, S. Chandra Sekhara Rao. 326-339 [doi]
• Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock NetworksDouglas Castilho, João Gama, Leandro R. Mundim, André C. P. L. F. de Carvalho. 340-353 [doi]
• Comparison of Constraint-Handling Techniques for Metaheuristic OptimizationXingshi He, Qin-wei Fan, Mehmet Karamanoglu, Xin-She Yang. 357-366 [doi]
• Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired HeuristicsEneko Osaba, Miren Nekane Bilbao, Andrés Iglesias 0001, Javier Del Ser, Akemi Gálvez, Iztok Fister Jr., Iztok Fister 0001. 367-380 [doi]
• Bat Algorithm for Kernel Computation in Fractal Image ReconstructionAkemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias 0001. 381-394 [doi]
• Heuristic Rules for Coordinated Resources Allocation and Optimization in Distributed ComputingVictor V. Toporkov, Dmitry Yemelyanov. 395-408 [doi]
• Nonsmooth Newton's Method: Some Structure ExploitationAlberto De Marchi, Matthias Gerdts. 409-420 [doi]
• Fully-Asynchronous Cache-Efficient Simulation of Detailed Neural NetworksBruno R. C. Magalhães, Thomas Sterling, Michael L. Hines, Felix Schürmann. 421-434 [doi]
• Application of the Model with a Non-Gaussian Linear Scalar Filters to Determine Life Expectancy, Taking into Account the Cause of DeathPiotr Sliwka. 435-449 [doi]
• Improving ODE Integration on Graphics Processing Units by Reducing Thread DivergenceThomas Kovac, Tom Haber, Frank Van Reeth, Niel Hens. 450-456 [doi]
• Data Compression for Optimization of a Molecular Dynamics System: Preserving Basins of AttractionMichael Retzlaff, Todd Munson, Zichao (Wendy) Di. 457-470 [doi]
• An Algorithm for Hydraulic Tomography Based on a Mixture ModelCarlos Minutti, Walter A. Illman, Susana Gomez. 471-486 [doi]
• Rapid Multi-band Patch Antenna Yield Estimation Using Polynomial Chaos-KrigingXiaoSong Du, Leifur Leifsson, Slawomir Koziel. 487-494 [doi]
• Accelerating Limited-Memory Quasi-Newton Convergence for Large-Scale OptimizationAlp Dener, Todd Munson. 495-507 [doi]
• Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian UpdatesSlawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson. 508-522 [doi]
• An Algorithm for Selecting Measurements with High Information Content Regarding Parameter IdentificationChristian Potthast. 523-536 [doi]
• Optimizing Parallel Performance of the Cell Based Blood Flow Simulation Software HemoCellVictor Azizi Tarksalooyeh, Gábor Závodszky, Alfons G. Hoekstra. 537-547 [doi]
• Surrogate-Based Optimization of Tidal Turbine Arrays: A Case Study for the Faro-Olhão InletEduardo González-Gorbeña, André Pacheco, Theocharis A. Plomaritis, Óscar Ferreira, Cláudia Sequeira, Theo Moura. 548-561 [doi]
• Time-Dependent Link Travel Time Approximation for Large-Scale Dynamic Traffic SimulationsGenaro Peque Jr., Hiro Harada, Takamasa Iryo. 562-576 [doi]
• Evaluation of the Suitability of Intel Xeon Phi Clusters for the Simulation of Ultrasound Wave Propagation Using Pseudospectral MethodsFilip Vaverka, Bradley E. Treeby, Jirí Jaros. 577-590 [doi]
• Fog Computing Architecture Based Blockchain for Industrial IoTSu-Hwan Jang, Jo Guejong, Jongpil Jeong, Sangmin Bae. 593-606 [doi]
• Exploration of Data from Smart Bands in the Cloud and on the Edge - The Impact on the Data Storage SpaceMateusz Golosz, Dariusz Mrozek. 607-620 [doi]
• Security of Low Level IoT ProtocolsDamas P. Gruska, M. Carmen Ruiz. 621-633 [doi]
• FogFlow - Computation Organization for Heterogeneous Fog Computing EnvironmentsJoanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch. 634-647 [doi]
• Research and Implementation of an Aquaculture Monitoring System Based on Flink, MongoDB and KafkaYuansheng Lou, Lin Chen, Feng Ye, Yong Chen, Zihao Liu. 648-657 [doi]
• Enhanced Hydroponic Agriculture Environmental Monitoring: An Internet of Things ApproachGonçalo Marques, Diogo Aleixo, Rui Pitarma. 658-669 [doi]
• Noise Mapping Through Mobile Crowdsourcing for Enhanced Living EnvironmentsGonçalo Marques, Rui Pitarma. 670-679 [doi]
• Environmental Quality Supervision for Enhanced Living Environments and Laboratory Activity Support Using IBM Watson Internet of Things PlatformGonçalo Marques, Rui Pitarma. 680-691 [doi]
• Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports PerformanceAnna Wachowicz, Bozena Malysiak-Mrozek, Dariusz Mrozek. 692-705 [doi]
• Collaborative Learning Agents (CLA) for Swarm Intelligence and Applications to Health Monitoring of System of SystemsYing Zhao, Charles C. Zhou. 706-718 [doi]
• Computationally Efficient Classification of Audio Events Using Binary Masked CochleagramsTomasz Maka. 719-728 [doi]