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Machine Learning with Applications
Number of Followers: 12  
 
  Full-text available via subscription Subscription journal
ISSN (Online) 2666-8270
Published by Elsevier Homepage  [2971 journals]
  • Erratum regarding missing Declaration of Competing Interest statements in
           previously published articles

    • Free pre-print version: Loading...

      Abstract: Publication date: 15 December 2022Source: Machine Learning with Applications, Volume 10Author(s):
       
  • A non-convex optimization framework for large-scale low-rank matrix
           factorization

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      Abstract: Publication date: Available online 24 November 2022Source: Machine Learning with ApplicationsAuthor(s): Sajad Fathi Hafshejani, Saeed Vahidian, Zahra Moaberfard, Bill Lin
       
  • Unsupervised domain adaptation with post-adaptation labeled domain
           performance preservation

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      Abstract: Publication date: Available online 23 November 2022Source: Machine Learning with ApplicationsAuthor(s): Haidi Badr, Nayer Wanas, Magda Fayek
       
  • A graph-based approach to client relationship management in fund
           administration

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      Abstract: Publication date: Available online 19 November 2022Source: Machine Learning with ApplicationsAuthor(s): Michalis Frangos, Fergal O’Shea
       
  • An automated treatment plan alert system to safeguard cancer treatments in
           radiation therapy

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      Abstract: Publication date: Available online 17 November 2022Source: Machine Learning with ApplicationsAuthor(s): Paul M. Kump, Junyi Xia, Sridhar Yaddanapudi, Erwei Bai
       
  • An improved U-Net model for concrete crack detection

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      Abstract: Publication date: Available online 17 November 2022Source: Machine Learning with ApplicationsAuthor(s): Chenglong Yu, Jianchao Du, Meng Li, Yunsong Li, Weibin Li
       
  • Constructing portfolios using stable distributions: The case of S&P 500
           sectors exchange-traded funds

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      Abstract: Publication date: Available online 15 November 2022Source: Machine Learning with ApplicationsAuthor(s): Andrei Vasiukevich, Eugene Pinsky
       
  • Automatic social distance estimation for photographic studies: Performance
           evaluation, test benchmark, and algorithm

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      Abstract: Publication date: Available online 9 November 2022Source: Machine Learning with ApplicationsAuthor(s): Mert Seker, Anssi Männistö, Alexandros Iosifidis, Jenni Raitoharju
       
  • A Natural Language Processing and deep learning based model for automated
           vehicle diagnostics using free-text customer service reports

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      Abstract: Publication date: Available online 5 November 2022Source: Machine Learning with ApplicationsAuthor(s): Ali Khodadadi, Soroush Ghandiparsi, Chen-Nee Chuah
       
  • Prediction of financial distress of companies with artificial neural
           networks and decision trees models

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      Abstract: Publication date: Available online 4 November 2022Source: Machine Learning with ApplicationsAuthor(s): Nezir Aydin, Nida Sahin, Muhammet Deveci, Dragan Pamucar
       
  • A fully automatic framework for evaluating cosmetic results of breast
           conserving therapy

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      Abstract: Publication date: Available online 2 November 2022Source: Machine Learning with ApplicationsAuthor(s): Chenqi Guo, Tamara L. Smith, Qianli Feng, Fabian Benitez-Quiroz, Frank Vicini, Douglas Arthur, Julia White, Aleix Martinez
       
  • Designing a supervised feature selection technique for mixed attribute
           data analysis

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      Abstract: Publication date: Available online 1 November 2022Source: Machine Learning with ApplicationsAuthor(s): Dong Hyun Jeong, Bong Keun Jeong, Nandi Leslie, Charles Kamhoua, Soo-Yeon Ji
       
  • A comprehensive review of stacking methods for semantic similarity
           measurement

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      Abstract: Publication date: 15 December 2022Source: Machine Learning with Applications, Volume 10Author(s): Jorge Martinez-Gil
       
  • Tabular machine learning using conjunctive threshold neural networks

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      Abstract: Publication date: Available online 29 October 2022Source: Machine Learning with ApplicationsAuthor(s): Weijia Wang, Litao Qiao, Bill Lin
       
  • Deep Convolution Neural Network sharing for the multi-label images
           classification

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      Abstract: Publication date: 15 December 2022Source: Machine Learning with Applications, Volume 10Author(s): Solemane Coulibaly, Bernard Kamsu-Foguem, Dantouma Kamissoko, Daouda Traore
       
  • A survey of machine learning in kidney disease diagnosis

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      Abstract: Publication date: 15 December 2022Source: Machine Learning with Applications, Volume 10Author(s): Jaber Qezelbash-Chamak, Saeid Badamchizadeh, Kourosh Eshghi, Yasaman Asadi
       
  • Semi-supervised bidirectional RNN for misinformation detection

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      Abstract: Publication date: Available online 25 October 2022Source: Machine Learning with ApplicationsAuthor(s): Xishuang Dong, Lijun Qian
       
  • Prediction of bradycardia in preterm infants using artificial neural
           networks

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      Abstract: Publication date: Available online 21 October 2022Source: Machine Learning with ApplicationsAuthor(s): Haimin Jiang, Brian P. Salmon, Timothy J. Gale, Peter A. Dargaville
       
  • Deep bidirectional LSTM for the signal detection of universal filtered
           multicarrier systems

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      Abstract: Publication date: Available online 20 October 2022Source: Machine Learning with ApplicationsAuthor(s): Md. Ferdous Ahammed, A. Alim Molla, Rafiul Kadir, Mohammad Ismat Kadir
       
  • Outliers in financial time series data: Outliers, margin debt, and
           economic recession

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      Abstract: Publication date: Available online 10 October 2022Source: Machine Learning with ApplicationsAuthor(s): Kangbok Lee, Yeasung Jeong, Sunghoon Joo, Yeo Song Yoon, Sumin Han, Hyeoncheol Baik
       
  • High-quality fracture network mapping using high frequency logging while
           drilling (LWD) data: MSEEL case study

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      Abstract: Publication date: Available online 8 October 2022Source: Machine Learning with ApplicationsAuthor(s): Ebrahim Fathi, Timothy R. Carr, Mohammad Faiq Adenan, Brian Panetta, Abhash Kumar, B.J. Carney
       
  • Who believes they are good navigators' A machine learning pipeline
           highlights the impact of gender, commuting time, and education

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      Abstract: Publication date: Available online 5 October 2022Source: Machine Learning with ApplicationsAuthor(s): You Cheng, Chuanxiuyue He, Mary Hegarty, Elizabeth R. Chrastil
       
  • INGARCH-based fuzzy clustering of count time series with a football
           application

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      Abstract: Publication date: Available online 27 September 2022Source: Machine Learning with ApplicationsAuthor(s): Roy Cerqueti, Pierpaolo D’Urso, Livia De Giovanni, Raffaele Mattera, Vincenzina Vitale
       
  • A simple method to detect extreme events from financial time series data

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      Abstract: Publication date: Available online 27 September 2022Source: Machine Learning with ApplicationsAuthor(s): Tingyu Qu, Ko Wai Mei, Arnold Doray
       
  • Deep learning of monocular depth, optical flow and ego-motion with
           geometric guidance for UAV navigation in dynamic environments

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      Abstract: Publication date: Available online 24 September 2022Source: Machine Learning with ApplicationsAuthor(s): Fuseini Mumuni, Alhassan Mumuni, Christian Kwaku Amuzuvi
       
  • &rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Predictors of COVID-19 vaccination rate in USA: A machine learning
           approach

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      Abstract: Publication date: Available online 16 September 2022Source: Machine Learning with ApplicationsAuthor(s): Syed Muhammad Ishraque Osman, Ahmed Sabit
       
  • Using machine learning to analyze and predict entry patterns of low-cost
           airlines: A study of Southwest Airlines

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      Abstract: Publication date: Available online 14 September 2022Source: Machine Learning with ApplicationsAuthor(s): Sri Lakshmi Vadlamani, M. Omair Shafiq, Olga Baysal
       
  • Automated defect detection for coatings via height profiles obtained by
           laser-scanning microscopy

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      Abstract: Publication date: Available online 13 September 2022Source: Machine Learning with ApplicationsAuthor(s): Sayed Hoseini, Gaoyuan Zhang, Alexander Jongbloed, Christian Schmitz, Christoph Quix
       
  • Data-driven market segmentation in hospitality using unsupervised machine
           learning

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      Abstract: Publication date: Available online 13 September 2022Source: Machine Learning with ApplicationsAuthor(s): Rik van Leeuwen, Ger Koole
       
  • Re-annotation of training samples for robust maritime object detection

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      Abstract: Publication date: Available online 12 September 2022Source: Machine Learning with ApplicationsAuthor(s): Jonathan Becktor, Evangelos Boukas, Lazaros Nalpantidis
       
  • Evaluating a face generator from a human perspective

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      Abstract: Publication date: Available online 9 September 2022Source: Machine Learning with ApplicationsAuthor(s): Joris Pries, Sandjai Bhulai, Rob van der Mei
       
  • Detecting stress through 2D ECG images using pretrained models, transfer
           learning and model compression techniques

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      Abstract: Publication date: Available online 6 September 2022Source: Machine Learning with ApplicationsAuthor(s): Syem Ishaque, Naimul Khan, Sri Krishnan
       
  • Stability-certified reinforcement learning control via spectral
           normalization

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      Abstract: Publication date: Available online 6 September 2022Source: Machine Learning with ApplicationsAuthor(s): Ryoichi Takase, Nobuyuki Yoshikawa, Toshisada Mariyama, Takeshi Tsuchiya
       
  • Temporal-stochastic tensor features for action recognition

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      Abstract: Publication date: Available online 5 September 2022Source: Machine Learning with ApplicationsAuthor(s): Bojan Batalo, Lincon S. Souza, Bernardo B. Gatto, Naoya Sogi, Kazuhiro Fukui
       
  • Increasing trust and fairness in machine learning applications within the
           mortgage industry

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      Abstract: Publication date: Available online 5 September 2022Source: Machine Learning with ApplicationsAuthor(s): W. van Zetten, G.J. Ramackers, H.H. Hoos
       
  • A single supervised learning model to detect fake access points, frequency
           sweeping jamming and deauthentication attacks in IEEE 802.11 networks

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      Abstract: Publication date: 15 December 2022Source: Machine Learning with Applications, Volume 10Author(s): Andy Amoordon, Virginie Deniau, Anthony Fleury, Christophe Gransart
       
  • Estimating the danger of snow avalanches with a machine learning approach
           using a comprehensive snow cover model

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      Abstract: Publication date: Available online 20 August 2022Source: Machine Learning with ApplicationsAuthor(s): Reinhard Fromm, Christine Schönberger
       
  • Graph Neural Networks: A bibliometrics overview

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      Abstract: Publication date: Available online 19 August 2022Source: Machine Learning with ApplicationsAuthor(s): Abdalsamad Keramatfar, Mohadeseh Rafiee, Hossein Amirkhani
       
  • &rft.title=Machine+Learning+with+Applications&rft.issn=2666-8270&rft.date=&rft.volume=">Improving text classification with transformers and layer normalization

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      Abstract: Publication date: Available online 19 August 2022Source: Machine Learning with ApplicationsAuthor(s): Ben Rodrawangpai, Witawat Daungjaiboon
       
  • An improved SqueezeNet model for the diagnosis of lung cancer in CT scans

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      Abstract: Publication date: Available online 9 August 2022Source: Machine Learning with ApplicationsAuthor(s): Michail Tsivgoulis, Thomas Papastergiou, Vasilis Megalooikonomou
       
  • Single-trial stimuli classification from detected P300 for augmented
           Brain-Computer Interface: A deep learning approach

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      Abstract: Publication date: Available online 5 August 2022Source: Machine Learning with ApplicationsAuthor(s): Jessica Leoni, Silvia Carla Strada, Mara Tanelli, Alessandra Brusa, Alice Mado Proverbio
       
  • A climate classification for corrosion control in electronic system design

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      Abstract: Publication date: Available online 3 August 2022Source: Machine Learning with ApplicationsAuthor(s): Max Spooner, Rajan Ambat, Hélène Conseil-Gudla, Murat Kulahci
       
  • Noninvasive acoustic time-of-flight measurements in heated,
           hermetically-sealed high explosives using a convolutional neural network

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      Abstract: Publication date: Available online 2 August 2022Source: Machine Learning with ApplicationsAuthor(s): John Greenhall, David Zerkle, Eric Sean Davis, Robert Broilo, Cristian Pantea
       
  • ABC: Artificial Intelligence for Bladder Cancer grading system

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      Abstract: Publication date: Available online 27 July 2022Source: Machine Learning with ApplicationsAuthor(s): Kashayar Habibi, Kayvan Tirdad, Alex Dela Cruz, Kenneth Wenger, Andrea Mari, Cynthia Kuk, Bas W.G. van Rhijn, Alexandre R. Zlotta, Theodorus H. van der Kwast, Alireza Sadeghian
       
  • Predicting NEPSE index price using deep learning models

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      Abstract: Publication date: Available online 25 July 2022Source: Machine Learning with ApplicationsAuthor(s): Nawa Raj Pokhrel, Keshab Raj Dahal, Ramchandra Rimal, Hum Nath Bhandari, Rajendra K.C. Khatri, Binod Rimal, William Edward Hahn
       
  • Hourly electricity price forecasting with NARMAX

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      Abstract: Publication date: Available online 11 July 2022Source: Machine Learning with ApplicationsAuthor(s): Catherine McHugh, Sonya Coleman, Dermot Kerr
       
  • Hybrid U-Net: Semantic segmentation of high-resolution satellite images to
           detect war destruction

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      Abstract: Publication date: Available online 9 July 2022Source: Machine Learning with ApplicationsAuthor(s): Shima Nabiee, Matthew Harding, Jonathan Hersh, Nader Bagherzadeh
       
  • Predicting customer purpose of travel in a low-cost travel environment –
           A machine learning approach

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      Abstract: Publication date: Available online 7 July 2022Source: Machine Learning with ApplicationsAuthor(s): Eyden Samunderu, Michael Farrugia
       
  • On the application of clustering for extracting driving scenarios from
           vehicle data

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      Abstract: Publication date: Available online 1 July 2022Source: Machine Learning with ApplicationsAuthor(s): Nour Chetouane, Franz Wotawa
       
  • A deep convolutional neural network-based approach for detecting burn
           severity from skin burn images

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      Abstract: Publication date: Available online 30 June 2022Source: Machine Learning with ApplicationsAuthor(s): Sayma Alam Suha, Tahsina Farah Sanam
       
  • Solving the class imbalance problem using a counterfactual method for data
           augmentation

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      Abstract: Publication date: Available online 23 June 2022Source: Machine Learning with ApplicationsAuthor(s): Mohammed Temraz, Mark T. Keane
       
  • Intelligent sampling for surrogate modeling, hyperparameter optimization,
           and data analysis

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      Abstract: Publication date: Available online 22 June 2022Source: Machine Learning with ApplicationsAuthor(s): Chandrika Kamath
       
  • &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
       
 
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