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22nd ICCS 2022: London, UK - Part I
- Derek Groen
, Clélia de Mulatier
Computational Science - ICCS 2022 - 22nd International Conference, London, UK, June 21-23, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13350, Springer 2022, ISBN 978-3-031-08750-9
ICCS 2022 Main Track Full Papers
- Cyrus Tanade
Developing a Scalable Cellular Automaton Model of 3D Tumor Growth. 3-16 - Jan Mycka
Human-Level Melodic Line Harmonization. 17-30 - Konrad Furmanczyk
Classification Methods Based on Fitting Logistic Regression to Positive and Unlabeled Data. 31-45 - Ewelina Cholodowicz
Robust Control of Perishable Inventory with Uncertain Lead Time Using Neural Networks and Genetic Algorithm. 46-59 - Ahmad Abdelfattah, Stan Tomov, Jack J. Dongarra:
Batch QR Factorization on GPUs: Design, Optimization, and Tuning. 60-74 - Amol Salunkhe, Dwyer Deighan, Paul E. DesJardin, Varun Chandola:
ChemTab: A Physics Guided Chemistry Modeling Framework. 75-88 - Sayan Roychowdhury, Erik W. Draeger, Amanda Randles
Establishing Metrics to Quantify Underlying Structure in Vascular Red Blood Cell Distributions. 89-102 - Adam Zychowski
Coevolutionary Approach to Sequential Stackelberg Security Games. 103-117 - Eric Heisler, Aadesh Deshmukh, Hari Sundar:
Finch: Domain Specific Language and Code Generation for Finite Element and Finite Volume in Julia. 118-132 - Sreelekha Guggilam, Varun Chandola, Abani K. Patra:
Classifying Anomalous Members in a Collection of Multivariate Time Series Data Using Large Deviations Principle: An Application to COVID-19 Data. 133-149 - David Lenz
Adaptive Regularization of B-Spline Models for Scientific Data. 150-163 - Valery Volokha, Klavdiya Bochenina:
Content-Aware Generative Model for Multi-item Outfit Recommendation. 164-177 - Piotr Bielak
Retrofitting Structural Graph Embeddings with Node Attribute Information. 178-191 - Jie Xie
Hierarchical Ensemble Based Imbalance Classification. 192-204 - Mikhail S. Lytaev
Numerical Approximation of the One-Way Helmholtz Equation Using the Differential Evolution Method. 205-218 - Jakub Szkandera
Iterative Solution for the Narrow Passage Problem in Motion Planning. 219-232 - Sri Raj Paul, Akihiro Hayashi, Kun Chen, Vivek Sarkar:
A Productive and Scalable Actor-Based Programming System for PGAS Applications. 233-247 - Maciej Piasecki
Is Context All You Need? Non-contextual vs Contextual Multiword Expressions Detection. 248-261 - Henryk Maciejewski
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. 262-275 - Basem Suleiman, Ali Anaissi, Muhammad Johan Alibasa
Multi-contextual Recommender Using 3D Latent Factor Models and Online Tensor Decomposition. 276-290 - Alia Al-Ghosoun, Ashraf S. Osman, Mohammed Seaïd:
Efficient Computational Algorithm for Stress Analysis in Hydro-Sediment-Morphodynamic Models. 291-304 - Fatima-Ezzahrae Moutahir, Youssef Belhamadia, Mofdi El-Amrani
Enhancing Computational Steel Solidification by a Nonlinear Transient Thermal Model. 305-317 - Adriana Borowa
Weakly-Supervised Cell Classification for Effective High Content Screening. 318-330 - Witold Oleszkiewicz
Which Visual Features Impact the Performance of Target Task in Self-supervised Learning? 331-344 - Zhenyu Cheng, Xiaochun Yun, Shuhao Li, Jinbu Geng, Rui Qin, Li Fan:
DITA-NCG: Detecting Information Theft Attack Based on Node Communication Graph. 345-359 - Grzegorz Dudek
Boosted Ensemble Learning Based on Randomized NNs for Time Series Forecasting. 360-374 - Vivek M. Sheraton
Exploring Ductal Carcinoma In-Situ to Invasive Ductal Carcinoma Transitions Using Energy Minimization Principles. 375-388 - Maxence Vandromme, Jérôme Gurhem, Miwako Tsuji
Scaling the PageRank Algorithm for Very Large Graphs on the Fugaku Supercomputer. 389-402 - Maksim Levental, Ryan Chard, Kyle Chard, Ian T. Foster, Gregg A. Wildenberg:
Ultrafast Focus Detection for Automated Microscopy. 403-416 - Tyler J. Skluzacek, Matthew Chen, Erica Hsu, Kyle Chard, Ian T. Foster:
Models and Metrics for Mining Meaningful Metadata. 417-430 - Jinbu Geng, Zhenyu Cheng, Zhicheng Liu, Shuhao Li, Rui Qin:
HNOP: Attack Traffic Detection Based on Hierarchical Node Hopping Features of Packets. 431-444 - Richard J. Clancy, Matt Menickelly, Jan Hückelheim, Paul D. Hovland
TROPHY: Trust Region Optimization Using a Precision Hierarchy. 445-459 - Thomas Guyet
Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences. 460-472 - Mingyu Zhang, Fang Fang, Hao Li, Qingyun Liu, Yangchun Li, Hailong Wang:
MHGEE: Event Extraction via Multi-granularity Heterogeneous Graph. 473-487 - Nooshin Eghbal, Paul Lu:
Consistency Fences for Partial Order Delivery to Reduce Latency. 488-501 - Alexandra Bezbochina, Elizaveta Stavinova, Anton Kovantsev, Petr Chunaev:
Dynamic Classification of Bank Clients by the Predictability of Their Transactional Behavior. 502-515 - Sean R. Wilkinson
Unveiling User Behavior on Summit Login Nodes as a User. 516-529 - Delun Zhou, Lin Tang, Jinyu Zhang, Ruifeng Yue, Yan Wang:
n-type B-N Co-doping and N Doping in Diamond from First Principles. 530-540 - Jiayu He, Nguyen Hoang Tran, Matloob Khushi:
Stock Predictor with Graph Laplacian-Based Multi-task Learning. 541-553 - Xuebin Wang, Zhipeng Chen, Zeyu Li, Wentao Huang, Meiqi Wang, Shengli Pan, Jinqiao Shi:
Identification of MEEK-Based TOR Hidden Service Access Using the Key Packet Sequence. 554-568 - Sébastien Rivault, Mostafa Bamha, Sébastien Limet, Sophie Robert:
Towards a Scalable Set Similarity Join Using MapReduce and LSH. 569-583 - Jian Xing, Xiaoyu Zhang, Lin Chen, Yu Ding, Yaru Zhang, Wei Hu, Zhicheng Jin, Jingya Wang, Yaowei Chen, Yi Hong:
Cyberbullying Detection with Side Information: A Real-World Application of COVID-19 News Comment in Chinese Language. 584-598 - Daniel Kostrzewa
Designing a Training Set for Musical Instruments Identification. 599-610 - Li Tan, Raymond A. de Callafon, Ilkay Altintas:
Characterizing Wildfire Perimeter Polygons from QUIC-Fire. 611-622 - Ireneusz Gosciniak
On a New Generalised Iteration Method in the PSO-Based Newton-Like Method. 623-636 - Shangyuan Zhang, Yufeng Nie:
Peridynamic Damage Model Based on Absolute Bond Elongation. 637-650 - Ektor Arzoglou, Yki Kortesniemi, Sampsa Ruutu, Tommi Elo:
Privacy Paradox in Social Media: A System Dynamics Analysis. 651-666 - Adam Krzywaniak
GPU Power Capping for Energy-Performance Trade-Offs in Training of Deep Convolutional Neural Networks for Image Recognition. 667-681 - Kihwan Jo, Gahyun Choi
Forecasting Bank Default with the Merton Model: The Case of US Banks. 682-691 - Michal Pogoda
Deep Neural Sequence to Sequence Lexical Substitution for the Polish Language. 692-705 - Krzysztof Malecki
Facial Mask Impact on Human Age and Gender Classification. 706-719 - Václav Skala, Matej Cerny, Josef Yassin Saleh:
Simple and Efficient Acceleration of the Smallest Enclosing Ball for Large Data Sets in E2: Analysis and Comparative Results. 720-733 - Fan Liu, Weilin Zhu, Weimin Mu, Yun Zhang, Mingyang Li, Ziyuan Zhu, Weiping Wang:
Elastic Resource Allocation Based on Dynamic Perception of Operator Influence Domain in Distributed Stream Processing. 734-748 - Tomasz Szandala
PRISM: Principal Image Sections Mapping. 749-760 - Basilio B. Fraguela
The New UPC++ DepSpawn High Performance Library for Data-Flow Computing with Hybrid Parallelism. 761-774
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