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Algorithms

A variational-autoencoder approach to solve the hidden profile task in hybrid human-machine teams

Niccolo Pescetelli, Patrik Reichert, Alex Rutherford

Secure deep learning for distributed data against malicious central server

Le Trieu Phong

Dynamic relational event modeling: Testing, exploring, and applying

Marlyne Meijerink-Bosman, Roger Leenders, Joris Mulder

Fundamental frequency sequence amplitude estimator for power and energy applications

Hafiz Ahmed, Zoheir Tir, Samet Biricik, Mohamed Benbouzid

An effective behavior recognition method in the video session using convolutional neural network

Yizhen Meng, Jun Zhang

Contactless continuous heart rate monitoring system using ballistocardiography

Brian Sumali, Yasue Mitsukura, Toshihiko Nishimura

The proposed hybrid deep learning intrusion prediction IoT (HDLIP-IoT) framework

Magdy M. Fadel, Sally M. El-Ghamrawy, [ ... ], Ali I. El-Desoky

Comparative performance of two automated machine learning platforms for COVID-19 detection by MALDI-TOF-MS

Hooman H. Rashidi, John Pepper, [ ... ], Nam K. Tran

Characterization and calibration of multiple 2D laser scanners

Syed Riaz un Nabi Jafri, Sheraz Shamim, [ ... ], Jamshed Iqbal

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

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