Track of Biomedical and Bioinformatics Challenges for Computer Science
Parallelization of an Algorithm for Automatic Classification of Medical Data / Victor M. Garcia-Molla, Addisson Salazar, Gonzalo Safont, Antonio M. Vidal, Luis Vergara
The Chain Alignment Problem / Leandro Lima, Said Sadique Adi
Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study / Valentina Giansanti, Mauro Castelli, Stefano Beretta, Ivan Merelli
Automated Epileptic Seizure Detection Method Based on the Multi-attribute EEG Feature Pool and mRMR Feature Selection Method / Bo Miao, Junling Guan, Liangliang Zhang, Qingfang Meng, Yulin Zhang
An Approach for Semantic Data Integration in Cancer Studies / Iliyan Mihaylov, Maria Nisheva-Pavlova, Dimitar Vassilev
A Study of the Electrical Propagation in Purkinje Fibers / Lucas Arantes Berg, Rodrigo Weber dos Santos, Elizabeth M. Cherry
A Knowledge Based Self-Adaptive Differential Evolution Algorithm for Protein Structure Prediction / Pedro H. Narloch, Márcio Dorn
A Multi-objective Swarm-Based Algorithm for the Prediction of Protein Structures / Leonardo de Lima Corrêa, Márcio Dorn
Combining Polynomial Chaos Expansions and Genetic Algorithm for the Coupling of Electrophysiological Models / Gustavo Montes Novaes, Joventino Oliveira Campos, Enrique Alvarez-Lacalle, Sergio Alonso Muñoz, Bernardo Martins Rocha, Rodrigo Weber dos Santos
A Cloud Architecture for the Execution of Medical Imaging Biomarkers / Sergio López-Huguet, Fabio García-Castro, Angel Alberich-Bayarri, Ignacio Blanquer
A Self-adaptive Local Search Coordination in Multimeme Memetic Algorithm for Molecular Docking / Pablo Felipe Leonhart, Pedro Henrique Narloch, Márcio Dorn
Parallel CT Reconstruction for Multiple Slices Studies with SuiteSparseQR Factorization Package / Mónica Chillarón, Vicente Vidal, Gumersindo Verdú
Track of Classifier Learning from Difficult Data
ARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache Spark / Jorge Gonzalez-Lopez, Sebastian Ventura, Alberto Cano
On the Role of Cost-Sensitive Learning in Imbalanced Data Oversampling / Bartosz Krawczyk, Michal Wozniak
Characterization of Handwritten Signature Images in Dissimilarity Representation Space / Victor L.F. Souza, Adriano L.I. Oliveira, Rafael M.O. Cruz, Robert Sabourin
Missing Features Reconstruction and Its Impact on Classification Accuracy / Magda Friedjungová, Marcel Jiřina, Daniel Vašata
A Deep Malware Detection Method Based on General-Purpose Register Features / Fang Li, Chao Yan, Ziyuan Zhu, Dan Meng
A Novel Distribution Analysis for SMOTE Oversampling Method in Handling Class Imbalance / Dina Elreedy, Amir F. Atiya
Forecasting Purchase Categories by Transactional Data: A Comparative Study of Classification Methods / Egor Shikov, Klavdiya Bochenina
Recognizing Faults in Software Related Difficult Data / Michał Choraś, Marek Pawlicki, Rafał Kozik
Track of Computational Finance and Business Intelligence
Research on Knowledge Discovery in Database of Traffic Flow State Based on Attribute Reduction / Jia-lin Wang, Xiao-lu Li, Li Wang, Xi Zhang, Peng Zhang, Guang-yu Zhu
Factor Integration Based on Neural Networks for Factor Investing / Zhichen Lu, Wen Long, Jiashuai Zhang, Yingjie Tian
A Brief Survey of Relation Extraction Based on Distant Supervision / Yong Shi, Yang Xiao, Lingfeng Niu
Short-Term Traffic Congestion Forecasting Using Attention-Based Long Short-Term Memory Recurrent Neural Network / Tianlin Zhang, Ying Liu, Zhenyu Cui, Jiaxu Leng, Weihong Xie, Liang Zhang
Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting / Andrés Arévalo, Diego León, German Hernandez
A Computational Technique for Asian Option Pricing Model / Manisha, S. Chandra Sekhara Rao
Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks / Douglas Castilho, João Gama, Leandro R. Mundim, André C.P.L.F. de Carvalho
Track of Computational Optimization, Modelling and Simulation
Comparison of Constraint-Handling Techniques for Metaheuristic Optimization / Xing-Shi He, Qin-Wei Fan, Mehmet Karamanoglu, Xin-She Yang
Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics / Eneko Osaba, Miren Nekane Bilbao, Andres Iglesias, Javier Del Ser, Akemi Galvez, Iztok Fister Jr. et al.
Bat Algorithm for Kernel Computation in Fractal Image Reconstruction / Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias
Heuristic Rules for Coordinated Resources Allocation and Optimization in Distributed Computing / Victor Toporkov, Dmitry Yemelyanov
Nonsmooth Newton's Method: Some Structure Exploitation / Alberto De Marchi, Matthias Gerdts
Fully-Asynchronous Cache-Efficient Simulation of Detailed Neural Networks / Bruno R.C. Magalhães, Thomas Sterling, Michael Hines, Felix Schürmann
Application of the Model with a Non-Gaussian Linear Scalar Filters to Determine Life Expectancy, Taking into Account the Cause of Death / Piotr Sliwka
Improving ODE Integration on Graphics Processing Units by Reducing Thread Divergence / Thomas Kovac, Tom Haber, Frank Van Reeth, Niel Hens
Data Compression for Optimization of a Molecular Dynamics System: Preserving Basins of Attraction / Michael Retzlaff, Todd Munson, Zichao (Wendy) Di
An Algorithm for Hydraulic Tomography Based on a Mixture Model / Carlos Minutti, Walter A. Illman, Susana Gomez
Rapid Multi-band Patch Antenna Yield Estimation Using Polynomial Chaos-Kriging / Xiaosong Du, Leifur Leifsson, Slawomir Koziel
Accelerating Limited-Memory Quasi-Newton Convergence for Large-Scale Optimization / Alp Dener, Todd Munson
Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates / Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson
An Algorithm for Selecting Measurements with High Information Content Regarding Parameter Identification / Christian Potthast
Optimizing Parallel Performance of the Cell Based Blood Flow Simulation Software HemoCell / Victor Azizi Tarksalooyeh, Gábor Závodszky, Alfons G. Hoekstra
Surrogate-Based Optimization of Tidal Turbine Arrays: A Case Study for the Faro-Olhão Inlet / Eduardo González-Gorbeña, André Pacheco, Theocharis A. Plomaritis, Óscar Ferreira, Cláudia Sequeira, Theo Moura
Time-Dependent Link Travel Time Approximation for Large-Scale Dynamic Traffic Simulations / Genaro Peque Jr., Hiro Harada, Takamasa Iryo
Evaluation of the Suitability of Intel Xeon Phi Clusters for the Simulation of Ultrasound Wave Propagation Using Pseudospectral Methods / Filip Vaverka, Bradley E. Treeby, Jiri Jaros
Track of Computational Science in IoT and Smart Systems
Fog Computing Architecture Based Blockchain for Industrial IoT / Su-Hwan Jang, Jo Guejong, Jongpil Jeong, Bae Sangmin
Exploration of Data from Smart Bands in the Cloud and on the Edge
The Impact on the Data Storage Space / Mateusz Gołosz, Dariusz Mrozek
Security of Low Level IoT Protocols / Damas P. Gruska, M.

Carmen Ruiz
FogFlow
Computation Organization for Heterogeneous Fog Computing Environments / Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch
Research and Implementation of an Aquaculture Monitoring System Based on Flink, MongoDB and Kafka / Yuansheng Lou, Lin Chen, Feng Ye, Yong Chen, Zihao Liu
Enhanced Hydroponic Agriculture Environmental Monitoring: An Internet of Things Approach / Gonçalo Marques, Diogo Aleixo, Rui Pitarma
Noise Mapping Through Mobile Crowdsourcing for Enhanced Living Environments / Gonçalo Marques, Rui Pitarma
Environmental Quality Supervision for Enhanced Living Environments and Laboratory Activity Support Using IBM Watson Internet of Things Platform / Gonçalo Marques, Rui Pitarma
Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance / Anna Wachowicz, Bożena Małysiak-Mrozek, Dariusz Mrozek
Collaborative Learning Agents (CLA) for Swarm Intelligence and Applications to Health Monitoring of System of Systems / Ying Zhao, Charles C. Zhou
Computationally Efficient Classification of Audio Events Using Binary Masked Cochleagrams / Tomasz Maka.