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Algorithms

Research on OpenCL optimization for FPGA deep learning application

Shuo Zhang, Yanxia Wu, [ ... ], Kai Liang

ESLI: Enhancing slope one recommendation through local information embedding

Heng-Ru Zhang, Yuan-Yuan Ma, Xin-Chao Yu, Fan Min

Cell fishing: A similarity based approach and machine learning strategy for multiple cell lines-compound sensitivity prediction

E. Tejera, I. Carrera, [ ... ], Y. Perez-Castillo

An intrusion detection algorithm for sensor network based on normalized cut spectral clustering

Gaoming Yang, Xu Yu, [ ... ], Xianjin Fang

Improving the forecasting performance of temporal hierarchies

Evangelos Spiliotis, Fotios Petropoulos, Vassilios Assimakopoulos

KETOS: Clinical decision support and machine learning as a service – A training and deployment platform based on Docker, OMOP-CDM, and FHIR Web Services

Julian Gruendner, Thorsten Schwachhofer, [ ... ], Dennis Toddenroth

Model-based QTL detection is sensitive to slight modifications in model formulation

Caterina Barrasso, Mohamed-Mahmoud Memah, Michel Génard, Bénédicte Quilot-Turion

Self-adaptive dual-strategy differential evolution algorithm

Meijun Duan, Hongyu Yang, Shangping Wang, Yu Liu

A low latency and low power indirect topology for on-chip communication

Usman Ali Gulzari, Sarzamin Khan, [ ... ], Abdullah Gani

A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy

Georgios Kaissis, Sebastian Ziegelmayer, [ ... ], Rickmer Braren

Aerial-trained deep learning networks for surveying cetaceans from satellite imagery

Alex Borowicz, Hieu Le, [ ... ], Heather J. Lynch

Research on multi-agent genetic algorithm based on tabu search for the job shop scheduling problem

Chong Peng, Guanglin Wu, T. Warren Liao, Hedong Wang

Advancing computational biology and bioinformatics research through open innovation competitions

Andrea Blasco, Michael G. Endres, [ ... ], Karim R. Lakhani

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