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Machine learning

Exploring the application of machine learning to expert evaluation of research impact

Kate Williams, Sandra Michalska, [ ... ], Jonathan Grant

Improving prediction of drug-target interactions based on fusing multiple features with data balancing and feature selection techniques

Hakimeh Khojasteh, Jamshid Pirgazi, Ali Ghanbari Sorkhi

Deep-learning detection of mild cognitive impairment from sleep electroencephalography for patients with Parkinson’s disease

Madan Parajuli, Amy W. Amara, Mohamed Shaban

Warning: Humans cannot reliably detect speech deepfakes

Kimberly T. Mai, Sergi Bray, Toby Davies, Lewis D. Griffin

Automated scoring of nematode nictation on a textured background

Patrick D. McClanahan, Luca Golinelli, Tuan Anh Le, Liesbet Temmerman

Joint congestion and contention avoidance in a scalable QoS-aware opportunistic routing in wireless ad-hoc networks

Ali Parsa, Neda Moghim, Sasan Haghani

SoccerNet: A Gated Recurrent Unit-based model to predict soccer match winners

Jassim AlMulla, Mohammad Tariqul Islam, Hamada R. H. Al-Absi, Tanvir Alam

An improved long short term memory network for intrusion detection

Asmaa Ahmed Awad, Ahmed Fouad Ali, Tarek Gaber

Fake news stance detection using selective features and FakeNET

Turki Aljrees, Xiaochun Cheng, [ ... ], Imran Ashraf

Conditional autoencoder asset pricing models for the Korean stock market

Eunchong Kim, Taehee Cho, Bonha Koo, Hyoung-Goo Kang

Assemble the shallow or integrate a deep? Toward a lightweight solution for glyph-aware Chinese text classification

Jingrui Hou, Ping Wang

Prediction of gastrointestinal functional state based on myoelectric recordings utilizing a deep neural network architecture

Mahmoud Elkhadrawi, Murat Akcakaya, [ ... ], Charles C. Horn

Influence of learning styles on student performance in self-instructional courses

Alana Oliveira, Vitoria Spinola, [ ... ], Ana Estela Haddad

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