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ORCIDICCS 2019: Faro, Portugal
- João M. F. Rodrigues
, Pedro J. S. Cardoso, Jânio M. Monteiro, Roberto Lam, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack J. Dongarra, Peter M. A. Sloot:
Computational Science - ICCS 2019 - 19th International Conference, Faro, Portugal, June 12-14, 2019, Proceedings, Part III. Lecture Notes in Computer Science 11538, Springer 2019, ISBN 978-3-030-22743-2
Track of Biomedical and Bioinformatics Challenges for Computer Science
- Víctor M. García-Molla, Addisson Salazar, Gonzalo Safont, Antonio M. Vidal, Luis Vergara:
Parallelization of an Algorithm for Automatic Classification of Medical Data. 3-16 - Leandro Ishi Soares de Lima, Said Sadique Adi:
The Chain Alignment Problem. 17-30 - Valentina Giansanti, Mauro Castelli, Stefano Beretta, Ivan Merelli:
Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study. 31-44 - Bo Miao, Junling Guan, Liangliang Zhang, Qingfang Meng, Yulin Zhang:
Automated Epileptic Seizure Detection Method Based on the Multi-attribute EEG Feature Pool and mRMR Feature Selection Method. 45-59 - Iliyan Mihaylov, Maria Nisheva-Pavlova, Dimitar Vassilev:
An Approach for Semantic Data Integration in Cancer Studies. 60-73 - Lucas Arantes Berg, Rodrigo Weber dos Santos, Elizabeth M. Cherry:
A Study of the Electrical Propagation in Purkinje Fibers. 74-86 - Pedro Henrique Narloch, Márcio Dorn:
A Knowledge Based Self-Adaptive Differential Evolution Algorithm for Protein Structure Prediction. 87-100 - Leonardo de Lima Corrêa, Márcio Dorn:
A Multi-objective Swarm-Based Algorithm for the Prediction of Protein Structures. 101-115 - Gustavo Montes Novaes, Joventino Oliveira Campos, Enrique Alvarez-Lacalle, Sergio Alonso Muñoz, Bernardo Martins Rocha, Rodrigo Weber dos Santos:
Combining Polynomial Chaos Expansions and Genetic Algorithm for the Coupling of Electrophysiological Models. 116-129 - Sergio López-Huguet, Fabio García-Castro, Angel Alberich-Bayarri, Ignacio Blanquer:
A Cloud Architecture for the Execution of Medical Imaging Biomarkers. 130-144 - Pablo Felipe Leonhart, Pedro Henrique Narloch, Márcio Dorn:
A Self-adaptive Local Search Coordination in Multimeme Memetic Algorithm for Molecular Docking. 145-159 - Mónica Chillarón, Vicente Vidal, Gumersindo Verdú:
Parallel CT Reconstruction for Multiple Slices Studies with SuiteSparseQR Factorization Package. 160-169
Track of Classifier Learning from Difficult Data
- Jorge Gonzalez-Lopez, Sebastián Ventura, Alberto Cano:
ARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache Spark. 173-179 - Bartosz Krawczyk, Michal Wozniak:
On the Role of Cost-Sensitive Learning in Imbalanced Data Oversampling. 180-191 - Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin:
Characterization of Handwritten Signature Images in Dissimilarity Representation Space. 192-206 - Magda Friedjungová, Marcel Jirina, Daniel Vasata:
Missing Features Reconstruction and Its Impact on Classification Accuracy. 207-220 - Fang Li, Chao Yan, Ziyuan Zhu, Dan Meng:
A Deep Malware Detection Method Based on General-Purpose Register Features. 221-235 - Dina Elreedy, Amir F. Atiya:
A Novel Distribution Analysis for SMOTE Oversampling Method in Handling Class Imbalance. 236-248 - Egor Shikov, Klavdiya Bochenina:
Forecasting Purchase Categories by Transactional Data: A Comparative Study of Classification Methods. 249-262 - Michal Choras, Marek Pawlicki, Rafal Kozik:
Recognizing Faults in Software Related Difficult Data. 263-272
Track of Computational Finance and Business Intelligence
- Jia-lin Wang, Xiaolu Li, Li Wang, Xi Zhang, Peng Zhang, Guang-Yu Zhu:
Research on Knowledge Discovery in Database of Traffic Flow State Based on Attribute Reduction. 275-285 - Zhichen Lu, Wen Long, Jiashuai Zhang, Yingjie Tian:
Factor Integration Based on Neural Networks for Factor Investing. 286-292 - Yong Shi, Yang Xiao, Lingfeng Niu:
A Brief Survey of Relation Extraction Based on Distant Supervision. 293-303 - Tianlin Zhang, Ying Liu, Zhenyu Cui, Jiaxu Leng, Weihong Xie, Liang Zhang:
Short-Term Traffic Congestion Forecasting Using Attention-Based Long Short-Term Memory Recurrent Neural Network. 304-314 - Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez:
Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting. 315-325 - Manisha, S. Chandra Sekhara Rao:
A Computational Technique for Asian Option Pricing Model. 326-339 - Douglas Castilho, João Gama, Leandro Resende Mundim, André C. P. L. F. de Carvalho:
Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks. 340-353
Track of Computational Optimization, Modelling and Simulation
- Xingshi He, Qin-Wei Fan, Mehmet Karamanoglu, Xin-She Yang:
Comparison of Constraint-Handling Techniques for Metaheuristic Optimization. 357-366 - Eneko Osaba, Miren Nekane Bilbao, Andrés Iglesias, Javier Del Ser, Akemi Gálvez, Iztok Fister Jr., Iztok Fister:
Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics. 367-380 - Akemi Gálvez, Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Bat Algorithm for Kernel Computation in Fractal Image Reconstruction. 381-394 - Victor V. Toporkov, Dmitry Yemelyanov:
Heuristic Rules for Coordinated Resources Allocation and Optimization in Distributed Computing. 395-408 - Alberto De Marchi, Matthias Gerdts:
Nonsmooth Newton's Method: Some Structure Exploitation. 409-420 - Bruno R. C. Magalhães, Thomas Sterling, Michael L. Hines, Felix Schürmann:
Fully-Asynchronous Cache-Efficient Simulation of Detailed Neural Networks. 421-434 - Piotr Sliwka:
Application of the Model with a Non-Gaussian Linear Scalar Filters to Determine Life Expectancy, Taking into Account the Cause of Death. 435-449 - Thomas Kovac, Tom Haber, Frank Van Reeth, Niel Hens:
Improving ODE Integration on Graphics Processing Units by Reducing Thread Divergence. 450-456 - Michael Retzlaff, Todd S. Munson, Zichao (Wendy) Di:
Data Compression for Optimization of a Molecular Dynamics System: Preserving Basins of Attraction. 457-470 - Carlos Minutti-Martinez, Walter A. Illman, Susana Gomez:
An Algorithm for Hydraulic Tomography Based on a Mixture Model. 471-486 - Xiaosong Du, Leifur Leifsson, Slawomir Koziel:
Rapid Multi-band Patch Antenna Yield Estimation Using Polynomial Chaos-Kriging. 487-494 - Alp Dener, Todd S. Munson:
Accelerating Limited-Memory Quasi-Newton Convergence for Large-Scale Optimization. 495-507 - Slawomir Koziel, Anna Pietrenko-Dabrowska, Leifur Leifsson:
Reduced-Cost Design Optimization of High-Frequency Structures Using Adaptive Jacobian Updates. 508-522 - Christian Potthast:
An Algorithm for Selecting Measurements with High Information Content Regarding Parameter Identification. 523-536 - Victor Azizi Tarksalooyeh, Gábor Závodszky, Alfons G. Hoekstra:
Optimizing Parallel Performance of the Cell Based Blood Flow Simulation Software HemoCell. 537-547 - Eduardo González-Gorbeña, André Pacheco, Theocharis A. Plomaritis, Óscar Ferreira, Cláudia Sequeira, Theo Moura:
Surrogate-Based Optimization of Tidal Turbine Arrays: A Case Study for the Faro-Olhão Inlet. 548-561 - Genaro Peque Jr., Hiro Harada, Takamasa Iryo:
Time-Dependent Link Travel Time Approximation for Large-Scale Dynamic Traffic Simulations. 562-576 - Filip Vaverka, Bradley E. Treeby, Jirí Jaros:
Evaluation of the Suitability of Intel Xeon Phi Clusters for the Simulation of Ultrasound Wave Propagation Using Pseudospectral Methods. 577-590
Track of Computational Science in IoT and Smart Systems
- Su-Hwan Jang, Jo Guejong, Jongpil Jeong, Sangmin Bae:
Fog Computing Architecture Based Blockchain for Industrial IoT. 593-606 - Mateusz Golosz, Dariusz Mrozek:
Exploration of Data from Smart Bands in the Cloud and on the Edge - The Impact on the Data Storage Space. 607-620 - Damas P. Gruska, M. Carmen Ruiz:
Security of Low Level IoT Protocols. 621-633 - Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch:
FogFlow - Computation Organization for Heterogeneous Fog Computing Environments. 634-647 - Yuansheng Lou, Lin Chen, Feng Ye, Yong Chen, Zihao Liu:
Research and Implementation of an Aquaculture Monitoring System Based on Flink, MongoDB and Kafka. 648-657 - Gonçalo Marques, Diogo Aleixo, Rui Pitarma:
Enhanced Hydroponic Agriculture Environmental Monitoring: An Internet of Things Approach. 658-669 - Gonçalo Marques, Rui Pitarma:
Noise Mapping Through Mobile Crowdsourcing for Enhanced Living Environments. 670-679 - Gonçalo Marques, Rui Pitarma:
Environmental Quality Supervision for Enhanced Living Environments and Laboratory Activity Support Using IBM Watson Internet of Things Platform. 680-691 - Anna Wachowicz, Bozena Malysiak-Mrozek, Dariusz Mrozek:
Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance. 692-705 - Ying Zhao, Charles C. Zhou:
Collaborative Learning Agents (CLA) for Swarm Intelligence and Applications to Health Monitoring of System of Systems. 706-718 - Tomasz Maka:
Computationally Efficient Classification of Audio Events Using Binary Masked Cochleagrams. 719-728
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