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Algorithms

Sampling re-design increases power to detect change in the Great Barrier Reef’s inshore water quality

Luke R. Lloyd-Jones, Petra M. Kuhnert, [ ... ], Frederieke J. Kroon

Enhancing the scalability of distance-based link prediction algorithms in recommender systems through similarity selection

Zhan Su, Zhong Huang, [ ... ], Fengyu Zhao

Prediction of hand, foot, and mouth disease epidemics in Japan using a long short-term memory approach

Kazuhiro Yoshida, Tsuguto Fujimoto, Masamichi Muramatsu, Hiroyuki Shimizu

Constrained portfolio optimization with discrete variables: An algorithmic method based on dynamic programming

Fereshteh Vaezi Jezeie, Seyed Jafar Sadjadi, Ahmad Makui

THC-RPL: A lightweight Trust-enabled routing in RPL-based IoT networks against Sybil attack

Danyal Arshad, Muhammad Asim, [ ... ], Dhiya Al-Jumeily OBE

An empirical evaluation of sampling methods for the classification of imbalanced data

Misuk Kim, Kyu-Baek Hwang

A machine learning model on Real World Data for predicting progression to Acute Respiratory Distress Syndrome (ARDS) among COVID-19 patients

Nicola Lazzarini, Avgoustinos Filippoupolitis, Pedro Manzione, Hariklia Eleftherohorinou

A hybrid trust computing approach for IoT using social similarity and machine learning

Amr M. T. Ali-Eldin

Analyzing biomarker discovery: Estimating the reproducibility of biomarker sets

Amir Forouzandeh, Alex Rutar, Sunil V. Kalmady, Russell Greiner

Progressive censoring schemes for marshall-olkin pareto distribution with applications: Estimation and prediction

R. Alshenawy, Hanan Haj Ahmad, Ali Al-Alwan

A system-theoretic approach for image-based infectious plant disease severity estimation

David Palma, Franco Blanchini, Pier Luca Montessoro

Mining transcriptomic data to identify Saccharomyces cerevisiae signatures related to improved and repressed ethanol production under fermentation

Sima Sazegari, Ali Niazi, Zahra Zinati, Mohammad Hadi Eskandari

An electronic transition-based bare bones particle swarm optimization algorithm for high dimensional optimization problems

Hao Tian, Jia Guo, [ ... ], Yuji Sato

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