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Machine Learning with Applications
Number of Followers: 6

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ISSN (Online) 2666-8270
Published by Elsevier

[2906 journals]

&rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Cross-device behavioral consistency: Benchmarking and implications for
effective android malware detection
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  Abstract: Publication date: Available online 18 June 2022Source: Machine Learning with ApplicationsAuthor(s): Alejandro Guerra-Manzanares, Martin Valbe
Time-to-event modeling for hospital length of stay prediction for COVID-19
patients
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  Abstract: Publication date: Available online 18 June 2022Source: Machine Learning with ApplicationsAuthor(s): Yuxin Wen, Md Fashiar Rahman, Yan Zhuang, Michael Pokojovy, Honglun Xu, Peter McCaffrey, Alexander Vo, Eric Walser, Scott Moen, Tzu-Liang (Bill) Tseng
Renewable energy management in smart grids by using big data analytics and
machine learning
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  Abstract: Publication date: Available online 17 June 2022Source: Machine Learning with ApplicationsAuthor(s): Noha Mostafa, Haitham Saad Mohamed Ramadan, Omar Elfarouk
Machine learning approaches for predicting the onset time of the adverse
drug events in oncology
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  Abstract: Publication date: Available online 17 June 2022Source: Machine Learning with ApplicationsAuthor(s): Mohan Timilsina, Meera Tandan, Vít Nováček
A metaheuristic with a neural surrogate function for Word Sense
Disambiguation
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  Abstract: Publication date: Available online 17 June 2022Source: Machine Learning with ApplicationsAuthor(s): Azim Keshavarzian Nodehi, Nasrollah Moghadam Charkari
Predicting severely imbalanced data disk drive failures with machine
learning models
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  Abstract: Publication date: Available online 16 June 2022Source: Machine Learning with ApplicationsAuthor(s): Jishan Ahmed, Robert Green
Machine-learning models for spatially-explicit forecasting of future
racial segregation in US cities
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  Abstract: Publication date: Available online 15 June 2022Source: Machine Learning with ApplicationsAuthor(s): Tomasz F. Stepinski, Anna Dmowska
Personality trait prediction by machine learning using physiological data
and driving behaviour
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  Abstract: Publication date: Available online 11 June 2022Source: Machine Learning with ApplicationsAuthor(s): Morgane Evin, Antonio Hidalgo-Munoz, Adolphe James Béquet, Fabien Moreau, Helène Tattegrain, Catherine Berthelon, Alexandra Fort, Christophe Jallais
Forecasting Bitcoin price direction with random forests: How important are
interest rates, inflation, and market volatility'
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  Abstract: Publication date: Available online 10 June 2022Source: Machine Learning with ApplicationsAuthor(s): Syed Abul Basher, Perry Sadorsky
Jasmine: A new Active Learning approach to combat cybercrime
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  Abstract: Publication date: Available online 8 June 2022Source: Machine Learning with ApplicationsAuthor(s): Jan Klein, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
Pre-trained transformers: an empirical comparison
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  Abstract: Publication date: 15 September 2022Source: Machine Learning with Applications, Volume 9Author(s): Silvia Casola, Ivano Lauriola, Alberto Lavelli
Application of the VNS heuristic for feature selection in credit scoring
problems
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  Abstract: Publication date: Available online 8 June 2022Source: Machine Learning with ApplicationsAuthor(s): Victor Gomes Helder, Tiago Pascoal Filomena, Luciano Ferreira, Guilherme Kirch
A semi-supervised learning approach for bladder cancer grading
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  Abstract: Publication date: Available online 6 June 2022Source: Machine Learning with ApplicationsAuthor(s): Kenneth Wenger, Kayvan Tirdad, Alex Dela Cruz, Andrea Mari, Mayada Basheer, Cynthia Kuk, Bas W.G. van Rhijn, Alexandre R. Zlotta, Theodorus H. van der Kwast, Alireza Sadeghian
Exact Shapley values for local and model-true explanations of decision
tree ensembles
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  Abstract: Publication date: Available online 2 June 2022Source: Machine Learning with ApplicationsAuthor(s): Thomas W. Campbell, Heinrich Roder, Robert W. Georgantas III, Joanna Roder
Bankruptcy prediction using synthetic sampling
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  Abstract: Publication date: Available online 31 May 2022Source: Machine Learning with ApplicationsAuthor(s): John Garcia
Compressed video ensemble based pseudo-labeling for semi-supervised action
recognition
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  Abstract: Publication date: Available online 30 May 2022Source: Machine Learning with ApplicationsAuthor(s): Hayato Terao, Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto
MLPro 1.0—Standardized reinforcement learning and game theory in
Python
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  Abstract: Publication date: Available online 28 May 2022Source: Machine Learning with ApplicationsAuthor(s): Detlef Arend, Steve Yuwono, Mochammad Rizky Diprasetya, Andreas Schwung
Behavior prediction based on a Commodity Utility-Behavior Sequence model
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  Abstract: Publication date: 15 September 2022Source: Machine Learning with Applications, Volume 9Author(s): Li Chen, Hui Zhu
&rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Autohighlight: Highlight detection in League of Legends esports broadcasts
via crowd-sourced data
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  Abstract: Publication date: Available online 24 May 2022Source: Machine Learning with ApplicationsAuthor(s): Charles Ringer, Mihalis A. Nicolaou, James Alfred Walker
Convolutional Neural Networks for vehicle damage detection
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  Abstract: Publication date: Available online 20 May 2022Source: Machine Learning with ApplicationsAuthor(s): R.E. van Ruitenbeek, S. Bhulai
Analysis of the performance of feature optimization techniques for the
diagnosis of machine learning-based chronic kidney disease
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  Abstract: Publication date: Available online 17 May 2022Source: Machine Learning with ApplicationsAuthor(s): Muhammad Minoar Hossain, Reshma Ahmed Swarna, Rafid Mostafiz, Pabon Shaha, Lubna Yasmin Pinky, Mohammad Motiur Rahman, Wahidur Rahman, Md. Selim Hossain, Md. Elias Hossain, Md. Sadiq Iqbal
Origin of novel coronavirus causing COVID-19: A computational biology
study using artificial intelligence
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  Abstract: Publication date: Available online 16 May 2022Source: Machine Learning with ApplicationsAuthor(s): Thanh Thi Nguyen, Mohamed Abdelrazek, Dung Tien Nguyen, Sunil Aryal, Duc Thanh Nguyen, Sandeep Reddy, Quoc Viet Hung Nguyen, Amin Khatami, Thanh Tam Nguyen, Edbert B. Hsu, Samuel Yang
SpecRp: A spectral-based community embedding algorithm
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  Abstract: Publication date: Available online 16 May 2022Source: Machine Learning with ApplicationsAuthor(s): Camila P.S. Tautenhain, Mariá C.V. Nascimento
Deep attention-based neural networks for explainable heart sound
classification
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  Abstract: Publication date: Available online 14 May 2022Source: Machine Learning with ApplicationsAuthor(s): Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Wolfgang Nejdl, Yoshiharu Yamamoto, Björn W. Schuller
Mining commit messages to enhance software refactorings recommendation: A
machine learning approach
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  Abstract: Publication date: Available online 14 May 2022Source: Machine Learning with ApplicationsAuthor(s): Ally S. Nyamawe
&rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Predicting stock market index using LSTM
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  Abstract: Publication date: Available online 13 May 2022Source: Machine Learning with ApplicationsAuthor(s): Hum Nath Bhandari, Binod Rimal, Nawa Raj Pokhrel, Ramchandra Rimal, Keshab R. Dahal, Rajendra K.C. Khatri
Summarization of financial reports with TIBER
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  Abstract: Publication date: Available online 10 May 2022Source: Machine Learning with ApplicationsAuthor(s): Natalia Vanetik, Marina Litvak, Sophie Krimberg
Distinctive features of nonverbal behavior and mimicry in application
interviews through data analysis and machine learning
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  Abstract: Publication date: Available online 7 May 2022Source: Machine Learning with ApplicationsAuthor(s): Sanne Roegiers, Elias Corneillie, Filip Lievens, Frederik Anseel, Peter Veelaert, Wilfried Philips
Face detection and grimace scale prediction of white furred mice
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  Abstract: Publication date: Available online 30 April 2022Source: Machine Learning with ApplicationsAuthor(s): Andrea Vidal, Sumit Jha, Shayne Hassler, Theodore Price, Carlos Busso
Leveraging the momentum effect in machine learning-based cryptocurrency
trading
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  Abstract: Publication date: Available online 27 April 2022Source: Machine Learning with ApplicationsAuthor(s): Gian Pietro Bellocca, Giuseppe Attanasio, Luca Cagliero, Jacopo Fior
Neural network surrogate models for absorptivity and emissivity spectra of
multiple elements
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  Abstract: Publication date: Available online 25 April 2022Source: Machine Learning with ApplicationsAuthor(s): Michael D. Vander Wal, Ryan G. McClarren, Kelli D. Humbird
&rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Gender bias recognition in political news articles
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  Abstract: Publication date: Available online 21 April 2022Source: Machine Learning with ApplicationsAuthor(s): Sara R. Davis, Cody J. Worsnop, Emily M. Hand
Time-aware and interpretable predictive monitoring system for Anti-Money
Laundering
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  Abstract: Publication date: Available online 20 April 2022Source: Machine Learning with ApplicationsAuthor(s): Pavlo Tertychnyi, Mariia Godgildieva, Marlon Dumas, Madis Ollikainen
Forecasting performance of wavelet neural networks and other neural
network topologies: A comparative study based on financial market data
sets
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  Abstract: Publication date: Available online 18 April 2022Source: Machine Learning with ApplicationsAuthor(s): Markus Vogl, Peter Gordon Rötzel, Stefan Homes
Machine learning based medical image deepfake detection: A comparative
study
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  Abstract: Publication date: Available online 11 April 2022Source: Machine Learning with ApplicationsAuthor(s): Siddharth Solaiyappan, Yuxin Wen
Prediction of chaotic time series using recurrent neural networks and
reservoir computing techniques: A comparative study
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  Abstract: Publication date: Available online 9 April 2022Source: Machine Learning with ApplicationsAuthor(s): Shahrokh Shahi, Flavio H. Fenton, Elizabeth M. Cherry
&rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Machine learning-based identification of craniosynostosis in newborns
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Malihe Sabeti, Reza Boostani, Ehsan Moradi, Mohammad Hossein Shakoor
A study of brain networks for autism spectrum disorder classification
using resting-state functional connectivity
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Xin Yang, Ning Zhang, Paul Schrader
&rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Text mining methodologies with R: An application to central bank texts
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Jonathan Benchimol, Sophia Kazinnik, Yossi Saadon
Optimal recovery of unsecured debt via interpretable reinforcement
learning
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Michael Mark, Naveed Chehrazi, Huanxi Liu, Thomas A. Weber
Graph-based tensile strength approximation of random nonwoven materials by
interpretable regression
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Dario Antweiler, Marc Harmening, Nicole Marheineke, Andre Schmeißer, Raimund Wegener, Pascal Welke
Scene-adaptive radar tracking with deep reinforcement learning
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Michael Stephan, Lorenzo Servadei, José Arjona-Medina, Avik Santra, Robert Wille, Georg Fischer
Masking technique based attention mechanism for off-type identification in
plants
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): G. Jaya Brindha, E.S. Gopi
Zero-shot image classification using coupled dictionary embedding
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Mohammad Rostami, Soheil Kolouri, Zak Murez, Yuri Owechko, Eric Eaton, Kuyngnam Kim
Sampling strategies for learning-based 3D medical image compression
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Omniah H. Nagoor, Joss Whittle, Jingjing Deng, Benjamin Mora, Mark W. Jones
HARadNet: Anchor-free target detection for radar point clouds using
hierarchical attention and multi-task learning
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz
Transfer (machine) learning approaches coupled with target data
augmentation to predict the mechanical properties of concrete
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Emily Ford, Kailasnath Maneparambil, Aditya Kumar, Gaurav Sant, Narayanan Neithalath
An extension of Synthetic Minority Oversampling Technique based on Kalman
filter for imbalanced datasets
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Thejas G.S., Yashas Hariprasad, S.S. Iyengar, N.R. Sunitha, Prajwal Badrinath, Shasank Chennupati
Machine Learning in Materials Chemistry: An Invitation
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Daniel Packwood, Linh Thi Hoai Nguyen, Pierluigi Cesana, Guoxi Zhang, Aleksandar Staykov, Yasuhide Fukumoto, Dinh Hoa Nguyen
Fraud prediction using machine learning: The case of investment advisors
in Canada
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Mark Eshwar Lokanan, Kush Sharma
A machine learning application in wine quality prediction
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Piyush Bhardwaj, Parul Tiwari, Kenneth Olejar, Wendy Parr, Don Kulasiri
Deriving mapping functions to tie anthropometric measurements to body mass
index via interpretable machine learning
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): M.Z. Naser
Federated IoT attack detection using decentralized edge data
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  Abstract: Publication date: 15 June 2022Source: Machine Learning with Applications, Volume 8Author(s): Christopher Regan, Mohammad Nasajpour, Reza M. Parizi, Seyedamin Pouriyeh, Ali Dehghantanha, Kim-Kwang Raymond Choo
Visual and structural feature combination in an interactive machine
learning system for medical image segmentation
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  Abstract: Publication date: Available online 30 March 2022Source: Machine Learning with ApplicationsAuthor(s): Gaëtan Galisot, Jean-Yves Ramel, Thierry Brouard, Elodie Chaillou, Barthélémy Serres