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Simulation and modeling

Identification of Crown of Thorns Starfish (COTS) using Convolutional Neural Network (CNN) and attention model

Maleika Heenaye- Mamode Khan, Anjana Makoonlall, Nadeem Nazurally, Zahra Mungloo- Dilmohamud

Comparing machine learning methods for predicting land development intensity

Guanhai Gu, Bin Wu, [ ... ], Shengquan Lu

Expected goals in football: Improving model performance and demonstrating value

James Mead, Anthony O’Hare, Paul McMenemy

Overlapping communities detection through weighted graph community games

Stefano Benati, Justo Puerto, Antonio M. Rodríguez-Chía, Francisco Temprano

No ground truth? No problem: Improving administrative data linking using active learning and a little bit of guile

Sarah Tahamont, Zubin Jelveh, [ ... ], Benjamin Hansen

A general algorithm for error-in-variables regression modelling using Monte Carlo expectation maximization

Jakub Stoklosa, Wen-Han Hwang, David I. Warton

Prediction and visualization of Mergers and Acquisitions using Economic Complexity

Lorenzo Arsini, Matteo Straccamore, Andrea Zaccaria

Synthesis of large scale 3D microscopic images of 3D cell cultures for training and benchmarking

Roman Bruch, Florian Keller, [ ... ], Markus Reischl

Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm

Sungrim Moon, Sijia Liu, [ ... ], Hongfang Liu

Identification of illness representational patterns and examining differences of self-care behavior in the patterns in chronic kidney disease

Yuki Kajiwara, Michiko Morimoto

Mapping EQ5D utilities from forced vital capacity and diffusing capacity in fibrotic interstitial lung disease

Alyson W. Wong, Huiying Sun, [ ... ], Wei Zhang

Suitability changes of Citrus medica L. var. sarcodactylis Swingle, a medicine-food plants affected by climate warming using the optimized MaxEnt model

Yanli Xia, Muhammad Kazim, [ ... ], Rulin Wang

A search and rescue robot search method based on flower pollination algorithm and Q-learning fusion algorithm

Bing Hao, Jianshuo Zhao, [ ... ], Shuo Zhao

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