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ICCS 2018: Wuxi, China
- Yong Shi, Haohuan Fu, Yingjie Tian, Valeria V. Krzhizhanovskaya, Michael Harold Lees, Jack J. Dongarra, Peter M. A. Sloot:
Computational Science - ICCS 2018 - 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part II. Lecture Notes in Computer Science 10861, Springer 2018, ISBN 978-3-319-93700-7
Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks
- Atsushi Yoshiyuki, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Wijerathne:
Development of Scalable Three-Dimensional Elasto-Plastic Nonlinear Wave Propagation Analysis Method for Earthquake Damage Estimation of Soft Grounds. 3-16 - Simon Bauer, Markus Huber, Marcus Mohr
, Ulrich Rüde
A New Matrix-Free Approach for Large-Scale Geodynamic Simulations and its Performance. 17-30 - Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Anne Glerum, Ylona van Dinther
Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-Based Computers. 31-43 - Zhuo Yao, Dali Wang, Yifan Wang, Fengming Yuan
An Event Detection Framework for Virtual Observation System: Anomaly Identification for an ACME Land Simulation. 44-55 - Yumeng Chen, Konrad Simon
Enabling Adaptive Mesh Refinement for Single Components in ECHAM6. 56-68 - Jing Lan, Hao Jiang, Peibing Du:
Efficient and Accurate Evaluation of Bézier Tensor Product Surfaces. 69-82
Track of Agent-Based Simulations, Adaptive Algorithms and Solvers
- Leszek Placzkiewicz, Marcin Sendera, Adam Szlachta, Mateusz Paciorek
Hybrid Swarm and Agent-Based Evolutionary Optimization. 89-102 - Singkuang Tan, Nan Hu, Wentong Cai
Data-Driven Agent-Based Simulation for Pedestrian Capacity Analysis. 103-116 - Khaldoon Dhou:
A Novel Agent-Based Modeling Approach for Image Coding and Lossless Compression Based on the Wolf-Sheep Predation Model. 117-128 - Sergei Kudinov
Planning Optimal Path Networks Using Dynamic Behavioral Modeling. 129-141 - Ivan Derevitskii, Oksana Severiukhina, Klavdiya Bochenina, Daniil V. Voloshin, Anastasia A. Lantseva, Alexander Boukhanovsky:
Multiagent Context-Dependent Model of Opinion Dynamics in a Virtual Society. 142-155 - Krzysztof Podsiadlo
An Algorithm for Tensor Product Approximation of Three-Dimensional Material Data for Implicit Dynamics Simulations. 156-168
Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning
- Pavel G. Emelyanov
On Two Kinds of Dataset Decomposition. 171-183 - Ke Du
A Graph-Based Algorithm for Supervised Image Classification. 184-193 - Wenpeng Liu, Yanan Cao, Cong Cao, Yanbing Liu, Yue Hu, Li Guo:
An Adversarial Training Framework for Relation Classification. 194-205 - Quanchao Liu, Yue Hu, Yangfan Lei, Xiangpeng Wei, Guangyong Liu, Wei Bi:
Topic-Based Microblog Polarity Classification Based on Cascaded Model. 206-220 - Kourosh Modarresi, Jamie Diner:
An Efficient Deep Learning Model for Recommender Systems. 221-233 - Kourosh Modarresi, Abdurrahman Munir:
Standardization of Featureless Variables for Machine Learning Models Using Natural Language Processing. 234-246 - Kourosh Modarresi, Abdurrahman Munir:
Generalized Variable Conversion Using K-means Clustering and Web Scraping. 247-258 - Gordon Euhyun Moon, Israt Nisa, Aravind Sukumaran-Rajam
Parallel Latent Dirichlet Allocation on GPUs. 259-272 - Milan Aggarwal, Aarushi Arora, Shagun Sodhani, Balaji Krishnamurthy:
Improving Search Through A3C Reinforcement Learning Based Conversational Agent. 273-286
Track of Architecture, Languages, Compilation and Hardware Support for Emerging ManYcore Systems
- David A. Richie, James A. Ross:
Architecture Emulation and Simulation of Future Many-Core Epiphany RISC Array Processors. 289-300 - Konrad Moren
Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms. 301-314
Track of Biomedical and Bioinformatics Challenges for Computer Science
- Christian Gomes, Alan Cardoso, Thiago Silveira, Diego Dias
Combining Data Mining Techniques to Enhance Cardiac Arrhythmia Detection. 321-333 - Mónica Chillarón
CT Medical Imaging Reconstruction Using Direct Algebraic Methods with Few Projections. 334-346 - Patrizia Vizza
On Blood Viscosity and Its Correlation with Biological Parameters. 347-353 - Keisuke Katsushima
Development of Octree-Based High-Quality Mesh Generation Method for Biomedical Simulation. 354-367 - Lars Wienbrandt
1, 000x Faster Than PLINK: Genome-Wide Epistasis Detection with Logistic Regression Using Combined FPGA and GPU Accelerators. 368-381
Track of Computational Finance and Business Intelligence
- Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval:
Deep Learning and Wavelets for High-Frequency Price Forecasting. 385-399 - Hao Yuan, Bo Wang, Lingfeng Niu:
Kernel Extreme Learning Machine for Learning from Label Proportions. 400-409 - Zhichen Lu, Wen Long
Extreme Market Prediction for Trading Signal with Deep Recurrent Neural Network. 410-418 - Jiashuai Zhang, Yiwei He, Jingjing Tang:
Multi-view Multi-task Support Vector Machine. 419-428 - Lingling Zhang, Saiji Fu
Research on Stock Price Forecast Based on News Sentiment Analysis - A Case Study of Alibaba. 429-442 - Yiwei He, Yue Ma, Dalian Liu, Xiaohua Chen:
Parallel Harris Corner Detection on Heterogeneous Architecture. 443-452 - Shiding Sun, Chunhua Zhang, Yingjie Tian
A New Method for Structured Learning with Privileged Information. 453-461 - Huan Liu, Lin Ma, Xi Zhao, Jianhua Zou:
An Effective Model Between Mobile Phone Usage and P2P Default Behavior. 462-475 - Pei Quan
A Novel Data Mining Approach Towards Human Resource Performance Appraisal. 476-488 - Yong Shi, Yuanchun Zheng, Kun Guo
Word Similarity Fails in Multiple Sense Word Embedding. 489-498
Track of Computational Optimization, Modelling and Simulation
- Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean:
A Hybrid Optimization Algorithm for Electric Motor Design. 501-517 - Yonatan Afework Tesfahunegn, Thordur Magnusson, Merete Tangstad, Gudrun Saevarsdottir:
Dynamic Current Distribution in the Electrodes of Submerged Arc Furnace Using Scalar and Vector Potentials. 518-527 - Muneeb Ul Hassan, Nasser R. Sabar
Optimising Deep Learning by Hyper-heuristic Approach for Classifying Good Quality Images. 528-539 - Ningkui Wang, Hayfa Zgaya, Philippe Mathieu, Slim Hammadi
An Agent-Based Distributed Approach for Bike Sharing Systems. 540-552 - Yi-Fei Ming, Si-Bo Chen, Yong-Quan Chen, Zhang-Hua Fu:
A Fast Vertex-Swap Operator for the Prize-Collecting Steiner Tree Problem. 553-560 - Soumaya Sassi Mahfoudh
Solving CSS-Sprite Packing Problem Using a Transformation to the Probabilistic Non-oriented Bin Packing Problem. 561-573 - Victor V. Toporkov
Optimization of Resources Selection for Jobs Scheduling in Heterogeneous Distributed Computing Environments. 574-583 - Slawomir Koziel
Explicit Size-Reduction-Oriented Design of a Compact Microstrip Rat-Race Coupler Using Surrogate-Based Optimization Methods. 584-592 - Xiaosong Du, Praveen Gurrala, Leifur Leifsson, Jiming Song, William Q. Meeker, Ronald A. Roberts, Slawomir Koziel, Yonatan A. Tesfahunegn:
Stochastic-Expansions-Based Model-Assisted Probability of Detection Analysis of the Spherically-Void-Defect Benchmark Problem. 593-603 - Wei Hu, Meiyue Shao
Accelerating Optical Absorption Spectra and Exciton Energy Computation via Interpolative Separable Density Fitting. 604-617 - Xiaosong Du, Jin Yan
Model-Assisted Probability of Detection for Structural Health Monitoring of Flat Plates. 618-628
Track of Data, Modeling, and Computation in IoT and Smart Systems
- Ying Gao, Yiwen Nie, Wei Yang, Hongli Xu, Liusheng Huang:
Anomalous Trajectory Detection Between Regions of Interest Based on ANPR System. 631-643 - Huan Zhou, Arie Taal, Spiros Koulouzis
Dynamic Real-Time Infrastructure Planning and Deployment for Disaster Early Warning Systems. 644-654 - Konstantin Ryabinin
Calibration and Monitoring of IoT Devices by Means of Embedded Scientific Visualization Tools. 655-668 - Dong Wang
Gated Convolutional LSTM for Speech Commands Recognition. 669-681 - Tomasz Szydlo
Enabling Machine Learning on Resource Constrained Devices by Source Code Generation of the Learned Models. 682-694
Track of Data-Driven Computational Sciences
- Baudouin Raoult, Giuseppe Di Fatta
Fast Retrieval of Weather Analogues in a Multi-petabytes Archive Using Wavelet-Based Fingerprints. 697-710 - Angel Farguell Caus
Assimilation of Fire Perimeters and Satellite Detections by Minimization of the Residual in a Fire Spread Model. 711-723 - Abani K. Patra, Andrea Bevilacqua
Analyzing Complex Models Using Data and Statistics. 724-736 - Minghui Zhao, Lingling Zhang, Libin Zhang, Feng Wang:
Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment. 737-747 - Yunlan Wang, Jing Wang, Xingshe Zhou, Tianhai Zhao, Jianhua Gu:
Prediction of Blasting Vibration Intensity by Improved PSO-SVR on Apache Spark Cluster. 748-759 - Hassan AbouEisha
Bisections-Weighted-by-Element-Size-and-Order Algorithm to Optimize Direct Solver Performance on 3D hp-adaptive Grids. 760-772 - Cynthia Dickerson, Mark Ensor, Robert A. Lodder:
Establishing EDI for a Clinical Trial of a Treatment for Chikungunya. 773-782 - Craig C. Douglas, Krishanthan Krishnamoorthy:
Static Analysis and Symbolic Execution for Deadlock Detection in MPI Programs. 783-796
Track of Mathematical-Methods-and-Algorithms for Extreme Scale
- Balázs Németh, Tom Haber, Jori Liesenborgs
Reproducible Roulette Wheel Sampling for Message Passing Environments. 799-805 - Viliam Kacala, Csaba Török
Speedup of Bicubic Spline Interpolation. 806-818
Track of Multiscale Modelling and Simulation
- Antoni Vidal-Ferràndiz
Optimized Eigenvalue Solvers for the Neutron Transport Equation. 823-832 - Alvin Wei Ze Chew, Adrian Wing-Keung Law
Multiscale Homogenization of Pre-treatment Rapid and Slow Filtration Processes with Experimental and Computational Validations. 833-845 - Amanda Carreño
The Solution of the Lambda Modes Problem Using Block Iterative Eigensolvers. 846-855 - Marc Garbey, Stefano Casarin
A Versatile Hybrid Agent-Based, Particle and Partial Differential Equations Method to Analyze Vascular Adaptation. 856-868 - Derek Groen:
Development of a Multiscale Simulation Approach for Forced Migration. 869-875
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