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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 II. Lecture Notes in Computer Science 11537, Springer 2019, ISBN 978-3-030-22740-1
ICCS Main Track
- Timothée Goubault de Brugière, Marc Baboulin, Benoît Valiron, Cyril Allouche:
Synthesizing Quantum Circuits via Numerical Optimization. 3-16 - Michal Krok, Katarzyna Rycerz, Marian Bubak:
Application of Continuous Time Quantum Walks to Image Segmentation. 17-30 - Haichao Shi, Xiaoyu Zhang, Shupeng Wang, Ge Fu, Jianqi Tang:
Synchronized Detection and Recovery of Steganographic Messages with Adversarial Learning. 31-43 - Lei Zhang, Shupeng Wang, Ge Fu, Zhenyu Wang, Lei Cui, Junteng Hou:
Multi-source Manifold Outlier Detection. 44-58 - Guangjun Wu, Zhihui Zhao, Ge Fu, Haiping Wang, Yong Wang, Zhenyu Wang, Junteng Hou, Liang Huang:
A Fast kNN-Based Approach for Time Sensitive Anomaly Detection over Data Streams. 59-74 - Carlos Gonçalves, Joaquim F. Silva, José C. Cunha:
n-gram Cache Performance in Statistical Extraction of Relevant Terms in Large Corpora. 75-88 - Cesar Affonso de Pinho Pinheiro, Nadia Nedjah, Luiza de Macedo Mourelle:
Lung Nodule Diagnosis via Deep Learning and Swarm Intelligence. 89-101 - Yepeng Yao, Liya Su, Chen Zhang, Zhigang Lu, Baoxu Liu:
Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection. 102-115 - J. C. S. Kadupitiya, Geoffrey C. Fox, Vikram Jadhao:
Machine Learning for Performance Enhancement of Molecular Dynamics Simulations. 116-130 - Jingjing Guo, Jing Yu, Yuhang Lu, Yue Hu, Yanbing Liu:
2D-Convolution Based Feature Fusion for Cross-Modal Correlation Learning. 131-144 - Lei Cui, Rongrong Xi, Zhiyu Hao, Xuehao Yu, Lei Zhang:
DunDi: Improving Robustness of Neural Networks Using Distance Metric Learning. 145-159 - Haishuai Wang, Li Li, Lianhua Chi, Ziping Zhao:
Autism Screening Using Deep Embedding Representation. 160-173 - Babette Dellen, Uwe Jaekel, Marcell Wolnitza:
Function and Pattern Extrapolation with Product-Unit Networks. 174-188 - Altamir Gomes Bispo Junior, Robson Leonardo Ferreira Cordeiro:
Fast and Scalable Outlier Detection with Metric Access Methods. 189-203 - Saicharan Viswanath, Moumita Saha, Pabitra Mitra, Ravi S. Nanjundiah:
Deep Learning Based LSTM and SeqToSeq Models to Detect Monsoon Spells of India. 204-218 - Mehmet Cagri Kaymak, Hasan Metin Aktulga, Ron Fox, Sean N. Liddick:
Data Analysis for Atomic Shapes in Nuclear Science. 219-233 - Zhengyang Ai, Kai Zhang, Shupeng Wang, Chao Li, Xiaoyu Zhang, Shicong Li:
A Novel Partition Method for Busy Urban Area Based on Spatial-Temporal Information. 234-246 - Bo Jiang, Zhigang Lu, Ning Li, Zelin Cui:
Mention Recommendation with Context-Aware Probabilistic Matrix Factorization. 247-261 - Guillaume Cantin, Nathalie Verdière, Valentina Lanza:
Synchronization Under Control in Complex Networks for a Panic Model. 262-275 - Eisha Nathan, Geoffrey Sanders, Van Emden Henson:
Personalized Ranking in Dynamic Graphs Using Nonbacktracking Walks. 276-289 - Koen van der Zwet, Ana Isabel Barros, Tom M. van Engers, Bob van der Vecht:
An Agent-Based Model for Emergent Opponent Behavior. 290-303 - Yiming Xu, Jing Yu, Jingjing Guo, Yue Hu, Jianlong Tan:
Fine-Grained Label Learning via Siamese Network for Cross-modal Information Retrieval. 304-317 - Xiang Tian, Yujia Zhu, Zhao Li, Chao Zheng, Qingyun Liu, Yong Sun:
MeshTrust: A CDN-Centric Trust Model for Reputation Management on Video Traffic. 318-331 - Oleg Zaikin, Ivan Derevitskii, Klavdiya Bochenina, Janusz A. Holyst:
Optimizing Spatial Accessibility of Company Branches Network with Constraints. 332-345
Track of Advances in High-Performance Computational Earth Sciences: Applications and Frameworks
- Ryota Kusakabe, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Wijerathne:
A Fast 3D Finite-Element Solver for Large-Scale Seismic Soil Liquefaction Analysis. 349-362 - Akihiro Musa, Takashi Abe, Takumi Kishitani, Takuya Inoue, Masayuki Sato, Kazuhiko Komatsu, Yoichi Murashima, Shunichi Koshimura, Hiroaki Kobayashi:
Performance Evaluation of Tsunami Inundation Simulation on SX-Aurora TSUBASA. 363-376 - Zhuo Yao, Dali Wang, Daniel M. Ricciuto, Fengming Yuan, Chunsheng Fang:
Parallel Computing for Module-Based Computational Experiment. 377-388 - Takuma Yamaguchi, Tsuyoshi Ichimura, Kohei Fujita, Muneo Hori, Lalith Wijerathne:
Heuristic Optimization with CPU-GPU Heterogeneous Wave Computing for Estimating Three-Dimensional Inner Structure. 389-401 - Cháulio R. Ferreira, Michael Bader:
A Generic Interface for Godunov-Type Finite Volume Methods on Adaptive Triangular Meshes. 402-416
Track of Agent-Based Simulations, Adaptive Algorithms and Solvers
- Lalith Maddegedara, Amit Gill, Sebastian Poledna, Muneo Hori, Hikaru Inoue, Tomoyuki Noda, Toda Koyo, Tsuyoshi Ichimura:
Distributed Memory Parallel Implementation of Agent-Based Economic Models. 419-433 - Alex Becheru, Costin Badica:
Augmenting Multi-agent Negotiation in Interconnected Freight Transport Using Complex Networks Analysis. 434-448 - Jakub Gasior, Franciszek Seredynski:
Security-Aware Distributed Job Scheduling in Cloud Computing Systems: A Game-Theoretic Cellular Automata-Based Approach. 449-462 - Victor M. Calo, Quanling Deng, Sergio Rojas, Albert Romkes:
Residual Minimization for Isogeometric Analysis in Reduced and Mixed Forms. 463-476 - Audrey Duval, David Smith, Didier Guillemot, Lulla Opatowski, Laura Temime:
CTCmodeler: An Agent-Based Framework to Simulate Pathogen Transmission Along an Inter-individual Contact Network in a Hospital. 477-487 - Aleksander Byrski, Wojciech Turek, Wojciech Radwanski, Marek Kisiel-Dorohinicki:
Socio-cognitive ACO in Multi-criteria Optimization. 488-501 - Piotr Hajder, Lukasz Rauch:
Reconfiguration of the Multi-channel Communication System with Hierarchical Structure and Distributed Passive Switching. 502-516 - Jaroslaw Kozlak, Bartlomiej Sniezynski, Dorota Wilk-Kolodziejczyk, Albert Lesniak, Krzysztof Jaskowiec:
Multi-agent Environment for Decision-Support in Production Systems Using Machine Learning Methods. 517-529
Track of Applications of Matrix Methods in Artificial Intelligence and Machine Learning
- Raja Velu, Zhaoque Zhou, Chyng Wen Tee:
Biclustering via Mixtures of Regression Models. 533-549 - Kourosh Modarresi, Jamie Diner:
An Evaluation Metric for Content Providing Models, Recommendation Systems, and Online Campaigns. 550-563 - Deivid de Almeida Padilha da Silva, Daniel Caio de Lima, José Hiroki Saito:
Tolerance Near Sets and tNM Application in City Images. 564-579 - Feifei Dai, Xiaoyan Gu, Bo Li, Jinchao Zhang, Mingda Qian, Weiping Wang:
Meta-Graph Based Attention-Aware Recommendation over Heterogeneous Information Networks. 580-594 - Michael C. Burkhart, Kourosh Modarresi:
Determining Adaptive Loss Functions and Algorithms for Predictive Models. 595-607 - Michael C. Burkhart, Kourosh Modarresi:
Adaptive Objective Functions and Distance Metrics for Recommendation Systems. 608-621 - Jesús Silva, Mercedes Gaitán-Angulo, Jenny Romero Borré, Liliana Patricia Lozano Ayarza, Omar Bonerge Pineda Lezama, Zuleima del Carmen Martínez Galán, Jorge Navarro Beltrán:
An Early Warning Method for Agricultural Products Price Spike Based on Artificial Neural Networks Prediction. 622-632 - Mehrdad Aghamohammadi, Manvi Madan, Jung Ki Hong, Ian Watson:
Predicting Heart Attack Through Explainable Artificial Intelligence. 633-645
Track of Architecture, Languages, Compilation and Hardware support for Emerging and Heterogeneous Systems
- Siavoosh Payandeh Azad, Gert Jervan, Johanna Sepúlveda:
Dynamic and Distributed Security Management for NoC Based MPSoCs. 649-662 - Nathalie Möller, Eric Petit, Quentin Carayol, Quang Dinh, William Jalby:
Scalable Fast Multipole Method for Electromagnetic Simulations. 663-676
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