Computational Science – ICCS 2018: 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II

Front Matter ....Pages I-XIX
Front Matter ....Pages 1-1
 Development of Scalable Three-Dimensional Elasto-Plastic Nonlinear Wave Propagation Analysis Method for Earthquake Damage Estimation of Soft Grounds  (Atsushi Yoshiyuki, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Wijerathne)....Pages 3-16
 A New Matrix-Free Approach for Large-Scale Geodynamic Simulations and its Performance  (Simon Bauer, Markus Huber, Marcus Mohr, Ulrich Rüde, Barbara Wohlmuth)....Pages 17-30
 Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-Based Computers  (Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Anne Glerum, Ylona van Dinther, Takane Hori et al.)....Pages 31-43
 An Event Detection Framework for Virtual Observation System: Anomaly Identification for an ACME Land Simulation  (Zhuo Yao, Dali Wang, Yifan Wang, Fengming Yuan)....Pages 44-55
 Enabling Adaptive Mesh Refinement for Single Components in ECHAM6  (Yumeng Chen, Konrad Simon, Jörn Behrens)....Pages 56-68
 Efficient and Accurate Evaluation of Bézier Tensor Product Surfaces  (Jing Lan, Hao Jiang, Peibing Du)....Pages 69-82
Front Matter ....Pages 83-87
 Hybrid Swarm and Agent-Based Evolutionary Optimization  (Leszek Placzkiewicz, Marcin Sendera, Adam Szlachta, Mateusz Paciorek, Aleksander Byrski, Marek Kisiel-Dorohinicki et al.)....Pages 89-102
 Data-Driven Agent-Based Simulation for Pedestrian Capacity Analysis  (Sing Kuang Tan, Nan Hu, Wentong Cai)....Pages 103-116
 A Novel Agent-Based Modeling Approach for Image Coding and Lossless Compression Based on the Wolf-Sheep Predation Model  (Khaldoon Dhou)....Pages 117-128
 Planning Optimal Path Networks Using Dynamic Behavioral Modeling  (Sergei Kudinov, Egor Smirnov, Gavriil Malyshev, Ivan Khodnenko)....Pages 129-141
 Multiagent Context-Dependent Model of Opinion Dynamics in a Virtual Society  (Ivan Derevitskii, Oksana Severiukhina, Klavdiya Bochenina, Daniil Voloshin, Anastasia Lantseva, Alexander Boukhanovsky)....Pages 142-155
 An Algorithm for Tensor Product Approximation of Three-Dimensional Material Data for Implicit Dynamics Simulations  (Krzysztof Podsiadło, Marcin Łoś, Leszek Siwik, Maciej Woźniak)....Pages 156-168
Front Matter ....Pages 169-170
 On Two Kinds of Dataset Decomposition  (Pavel Emelyanov)....Pages 171-183
 A Graph-Based Algorithm for Supervised Image Classification  (Ke Du, Jinlong Liu, Xingrui Zhang, Jianying Feng, Yudong Guan, Stéphane Domas)....Pages 184-193
 An Adversarial Training Framework for Relation Classification  (Wenpeng Liu, Yanan Cao, Cong Cao, Yanbing Liu, Yue Hu, Li Guo)....Pages 194-205
 Topic-Based Microblog Polarity Classification Based on Cascaded Model  (Quanchao Liu, Yue Hu, Yangfan Lei, Xiangpeng Wei, Guangyong Liu, Wei Bi)....Pages 206-220
 An Efficient Deep Learning Model for Recommender Systems  (Kourosh Modarresi, Jamie Diner)....Pages 221-233
 Standardization of Featureless Variables for Machine Learning Models Using Natural Language Processing  (Kourosh Modarresi, Abdurrahman Munir)....Pages 234-246
 Generalized Variable Conversion Using K-means Clustering and Web Scraping  (Kourosh Modarresi, Abdurrahman Munir)....Pages 247-258
 Parallel Latent Dirichlet Allocation on GPUs  (Gordon E. Moon, Israt Nisa, Aravind Sukumaran-Rajam, Bortik Bandyopadhyay, Srinivasan Parthasarathy, P. Sadayappan)....Pages 259-272
 Improving Search Through A3C Reinforcement Learning Based Conversational Agent  (Milan Aggarwal, Aarushi Arora, Shagun Sodhani, Balaji Krishnamurthy)....Pages 273-286
Front Matter ....Pages 287-287
 Architecture Emulation and Simulation of Future Many-Core Epiphany RISC Array Processors  (David A. Richie, James A. Ross)....Pages 289-300
 Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms  (Konrad Moren, Diana Göhringer)....Pages 301-314
Front Matter ....Pages 315-319
 Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection  (Christian Gomes, Alan Cardoso, Thiago Silveira, Diego Dias, Elisa Tuler, Renato Ferreira et al.)....Pages 321-333
 CT Medical Imaging Reconstruction Using Direct Algebraic Methods with Few Projections  (Mónica Chillarón, Vicente Vidal, Gumersindo Verdú, Josep Arnal)....Pages 334-346
 On Blood Viscosity and Its Correlation with Biological Parameters  (Patrizia Vizza, Giuseppe Tradigo, Marianna Parrilla, Pietro Hiram Guzzi, Agostino Gnasso, Pierangelo Veltri)....Pages 347-353
 Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation  (Keisuke Katsushima, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara)....Pages 354-367
 1,000x Faster Than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators  (Lars Wienbrandt, Jan Christian Kässens, Matthias Hübenthal, David Ellinghaus)....Pages 368-381
Front Matter ....Pages 383-383
 Deep Learning and Wavelets for High-Frequency Price Forecasting  (Andrés Arévalo, Jaime Nino, Diego León, German Hernandez, Javier Sandoval)....Pages 385-399
 Kernel Extreme Learning Machine for Learning from Label Proportions  (Hao Yuan, Bo Wang, Lingfeng Niu)....Pages 400-409
 Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network  (Zhichen Lu, Wen Long, Ying Guo)....Pages 410-418
 Multi-view Multi-task Support Vector Machine  (Jiashuai Zhang, Yiwei He, Jingjing Tang)....Pages 419-428
 Research on Stock Price Forecast Based on News Sentiment Analysis—A Case Study of Alibaba  (Lingling Zhang, Saiji Fu, Bochen Li)....Pages 429-442
 Parallel Harris Corner Detection on Heterogeneous Architecture  (Yiwei He, Yue Ma, Dalian Liu, Xiaohua Chen)....Pages 443-452
 A New Method for Structured Learning with Privileged Information  (Shiding Sun, Chunhua Zhang, Yingjie Tian)....Pages 453-461
 An Effective Model Between Mobile Phone Usage and P2P Default Behavior  (Huan Liu, Lin Ma, Xi Zhao, Jianhua Zou)....Pages 462-475
 A Novel Data Mining Approach Towards Human Resource Performance Appraisal  (Pei Quan, Ying Liu, Tianlin Zhang, Yueran Wen, Kaichao Wu, Hongbo He et al.)....Pages 476-488
 Word Similarity Fails in Multiple Sense Word Embedding  (Yong Shi, Yuanchun Zheng, Kun Guo, Wei Li, Luyao Zhu)....Pages 489-498
Front Matter ....Pages 499-499
 A Hybrid Optimization Algorithm for Electric Motor Design  (Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean)....Pages 501-517
 Dynamic Current Distribution in the Electrodes of Submerged Arc Furnace Using Scalar and Vector Potentials  (Yonatan Afework Tesfahunegn, Thordur Magnusson, Merete Tangstad, Gudrun Saevarsdottir)....Pages 518-527
 Optimising Deep Learning by Hyper-heuristic Approach for Classifying Good Quality Images  (Muneeb ul Hassan, Nasser R. Sabar, Andy Song)....Pages 528-539
 An Agent-Based Distributed Approach for Bike Sharing Systems  (Ningkui Wang, Hayfa Zgaya, Philippe Mathieu, Slim Hammadi)....Pages 540-552
 A Fast Vertex-Swap Operator for the Prize-Collecting Steiner Tree Problem  (Yi-Fei Ming, Si-Bo Chen, Yong-Quan Chen, Zhang-Hua Fu)....Pages 553-560
 Solving CSS-Sprite Packing Problem Using a Transformation to the Probabilistic Non-oriented Bin Packing Problem  (Soumaya Sassi Mahfoudh, Monia Bellalouna, Leila Horchani)....Pages 561-573
 Optimization of Resources Selection for Jobs Scheduling in Heterogeneous Distributed Computing Environments  (Victor Toporkov, Dmitry Yemelyanov)....Pages 574-583
 Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods  (Slawomir Koziel, Adrian Bekasiewicz, Leifur Leifsson, Xiaosong Du, Yonatan Tesfahunegn)....Pages 584-592
 Stochastic-Expansions-Based Model-Assisted Probability of Detection Analysis of the Spherically-Void-Defect Benchmark Problem  (Xiaosong Du, Praveen Gurrala, Leifur Leifsson, Jiming Song, William Meeker, Ronald Roberts et al.)....Pages 593-603
 Accelerating Optical Absorption Spectra and Exciton Energy Computation via Interpolative Separable Density Fitting  (Wei Hu, Meiyue Shao, Andrea Cepellotti, Felipe H. da Jornada, Lin Lin, Kyle Thicke et al.)....Pages 604-617
 Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates  (Xiaosong Du, Jin Yan, Simon Laflamme, Leifur Leifsson, Yonatan Tesfahunegn, Slawomir Koziel)....Pages 618-628
Front Matter ....Pages 629-629
 Anomalous Trajectory Detection Between Regions of Interest Based on ANPR System  (Gao Ying, Nie Yiwen, Yang Wei, Xu Hongli, Huang Liusheng)....Pages 631-643
 Dynamic Real-Time Infrastructure Planning and Deployment for Disaster Early Warning Systems  (Huan Zhou, Arie Taal, Spiros Koulouzis, Junchao Wang, Yang Hu, George Suciu Jr. et al.)....Pages 644-654
 Calibration and Monitoring of IoT Devices by Means of Embedded Scientific Visualization Tools  (Konstantin Ryabinin, Svetlana Chuprina, Mariia Kolesnik)....Pages 655-668
 Gated Convolutional LSTM for Speech Commands Recognition  (Dong Wang, Shaohe Lv, Xiaodong Wang, Xinye Lin)....Pages 669-681
 Enabling Machine Learning on Resource Constrained Devices by Source Code Generation of the Learned Models  (Tomasz Szydlo, Joanna Sendorek, Robert Brzoza-Woch)....Pages 682-694
Front Matter ....Pages 695-695
 Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints  (Baudouin Raoult, Giuseppe Di Fatta, Florian Pappenberger, Bryan Lawrence)....Pages 697-710
 Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model  (Angel Farguell Caus, James Haley, Adam K. Kochanski, Ana Cortés Fité, Jan Mandel)....Pages 711-723
 Analyzing Complex Models Using Data and Statistics  (Abani K. Patra, Andrea Bevilacqua, Ali Akhavan Safei)....Pages 724-736
 Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment  (Zhao Minghui, Zhang Lingling, Zhang Libin, Wang Feng)....Pages 737-747
 Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster  (Yunlan Wang, Jing Wang, Xingshe Zhou, Tianhai Zhao, Jianhua Gu)....Pages 748-759
 Bisections-Weighted-by-Element-Size-and-Order Algorithm to Optimize Direct Solver Performance on 3D hp-adaptive Grids  (H. AbouEisha, V. M. Calo, K. Jopek, M. Moshkov, A. Paszyńska, M. Paszyński)....Pages 760-772
 Establishing EDI for a Clinical Trial of a Treatment for Chikungunya  (Cynthia Dickerson, Mark Ensor, Robert A. Lodder)....Pages 773-782
 Static Analysis and Symbolic Execution for Deadlock Detection in MPI Programs  (Craig C. Douglas, Krishanthan Krishnamoorthy)....Pages 783-796
Front Matter ....Pages 797-797
 Reproducible Roulette Wheel Sampling for Message Passing Environments  (Balazs Nemeth, Tom Haber, Jori Liesenborgs, Wim Lamotte)....Pages 799-805
 Speedup of Bicubic Spline Interpolation  (Viliam Kačala, Csaba Török)....Pages 806-818
Front Matter ....Pages 819-822
 Optimized Eigenvalue Solvers for the Neutron Transport Equation  (Antoni Vidal-Ferràndiz, Sebastián González-Pintor, Damián Ginestar, Amanda Carreño, Gumersindo Verdú)....Pages 823-832
 Multiscale Homogenization of Pre-treatment Rapid and Slow Filtration Processes with Experimental and Computational Validations  (Alvin Wei Ze Chew, Adrian Wing-Keung Law)....Pages 833-845
 The Solution of the Lambda Modes Problem Using Block Iterative Eigensolvers  (A. Carreño, A. Vidal-Ferràndiz, D. Ginestar, G. Verdú)....Pages 846-855
 A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation  (Marc Garbey, Stefano Casarin, Scott Berceli)....Pages 856-868
 Development of a Multiscale Simulation Approach for Forced Migration  (Derek Groen)....Pages 869-875
Back Matter ....Pages 877-884