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https://doi.org/10.12688/f1000research.73166.1
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Machine learning methods to predict particulate matter PM2.5
[version 1; peer review: 2 approved]
Naveen Palanichamy, Su-Cheng Haw, Subramanian S, Rishanti Murugan, Kuhaneswaran Govindasamy
Peer Reviewers Stella Morris; Charles Raja S.
  • Funder
  • Multimedia University
PUBLISHED 11 Apr 2022
https://doi.org/10.12688/f1000research.110090.1
Research Article metrics
Machine learning techniques for predicting depression and anxiety in pregnant and postpartum women during the COVID-19 pandemic: a cross-sectional regional study
[version 1; peer review: 2 approved]
Radwan Qasrawi, Malak Amro, Stephanny VicunaPolo, Diala Abu Al-Halawa, Hazem Agha, Rania Abu Seir, Maha Hoteit, Reem Hoteit, Sabika Allehdan, Nouf Behzad, Khlood Bookari, Majid AlKhalaf, Haleama Al-Sabbah, Eman Badran, Reema Tayyem
Peer Reviewers Chadi Ibrahim Fakih; Iyad Tumar
PUBLISHED 04 Apr 2022
https://doi.org/10.12688/f1000research.73630.1
Research Article metrics
Taking facial expression recognition outside the lab and into the wild by using challenging datasets and improved performance metrics
[version 1; peer review: 2 not approved]
Khalid Ibrahim Adem, Kannan Ramakrishnan, Kousalya Govardhanan, Rathimala Kannan
Peer Reviewers Marios Fanourakis; Haythem Ghazouani
  • Funder
  • Multimedia University
PUBLISHED 23 Mar 2022
https://doi.org/10.12688/f1000research.72894.2
Research Article metrics
Revised
Non-invasive health prediction from visually observable features
[version 2; peer review: 1 approved, 2 approved with reservations]
Fan Yi Khong, Tee Connie, Michael Kah Ong Goh, Li Pei Wong, Pin Shen Teh, Ai Ling Choo
Peer Reviewers Andrews Samraj; Prabina Kumar Meher; Yong Wee Sek
LATEST VERSION PUBLISHED 02 Mar 2022
https://doi.org/10.12688/f1000research.72984.1
Method Article metrics
Synthetic time series data generation for edge analytics
[version 1; peer review: 1 not approved]
Subarmaniam Kannan
Peer Reviewers Fahd Saghir
  • Funder
  • Ministry of Higher Education (MOHE) Fundamental Research Grant Scheme
PUBLISHED 20 Jan 2022
https://doi.org/10.12688/f1000research.70658.1
Research Article metrics
Anomalous energy consumption detection using a Naïve Bayes approach
[version 1; peer review: 2 approved with reservations]
Jia Yan Lim, Wooi-Nee Tan, Yi-Fei Tan
Peer Reviewers Kim Gaik Tay; Yassine Himeur
PUBLISHED 19 Jan 2022
https://doi.org/10.12688/f1000research.52026.2
Method Article metrics
Revised
A deep learning segmentation strategy that minimizes the amount of manually annotated images
[version 2; peer review: 2 approved]
Thierry Pécot, Alexander Alekseyenko, Kristin Wallace
Peer Reviewers Alice Lucas; Romain F Laine
  • Funder
  • Chan Zuckerberg Initiative
LATEST VERSION PUBLISHED 17 Jan 2022
https://doi.org/10.12688/f1000research.73156.2
Research Article metrics
Revised
Crowd density estimation using deep learning for Hajj pilgrimage video analytics
[version 2; peer review: 3 approved]
MD ROMAN BHUIYAN, Dr Junaidi Abdullah, Dr Noramiza Hashim, Fahmid Al Farid, Dr Jia Uddin, Norra Abdullah, Dr Mohd Ali Samsudin
Peer Reviewers Md Junayed Hasan; Mohamed Uvaze Ahamed; Saravana Balaji B
  • Funder
  • Multimedia University, Cyberjaya, Malaysia fully supported this research.
LATEST VERSION PUBLISHED 14 Jan 2022
https://doi.org/10.12688/f1000research.73796.1
Research Article metrics
Experimental study and modeling the tensile strength of 3D‐printed aluminium polylactic acid (PLA) parts using artificial neural networks
[version 1; peer review: 1 approved with reservations, 1 not approved]
Chockalingam Palanisamy, Hong Kiat Aaron Tay Hong Kiat
Peer Reviewers Mahros Darsin; John Kechagias
PUBLISHED 15 Dec 2021
https://doi.org/10.12688/f1000research.73163.1
Review metrics
Prediction of PM2.5 concentrations in Malaysia using machine learning techniques: a review
[version 1; peer review: 1 approved, 1 approved with reservations]
Naveen Palanichamy, Su-Cheng Haw, Subramanian S, Kuhaneswaran Govindasamy, Rishanti Murugan
Peer Reviewers Nagender Aneja; D. Devaraj
  • Funder
  • Multimedia University
PUBLISHED 14 Dec 2021
https://doi.org/10.12688/f1000research.72976.2
Research Article metrics
Revised
COVID-19 impact: Customised economic stimulus package recommender system using machine learning techniques
[version 2; peer review: 2 approved, 1 approved with reservations]
Rathimala Kannan, Ivan Zhi Wei Wang, Hway Boon Ong, Kannan Ramakrishnan, Andry Alamsyah
Peer Reviewers Setia Pramana; Shahrinaz Ismail; Sreeja N.K
  • Funder
  • Multimedia University
LATEST VERSION PUBLISHED 12 Nov 2021
https://doi.org/10.12688/f1000research.73009.1
Research Article metrics
An intelligent decision support system for crop yield prediction using hybrid machine learning algorithms
[version 1; peer review: 2 approved, 1 approved with reservations]
Kalaiarasi Sonai Muthu Anbananthen, Sridevi Subbiah, Deisy Chelliah, Prithika Sivakumar, Varsha Somasundaram, Kethaarini Harshana Velshankar, M.K.A.Ahamed Khan
Peer Reviewers Millie Pant; Farrikh Alzami; Durai Raj Vincent
PUBLISHED 11 Nov 2021
https://doi.org/10.12688/f1000research.73240.1
Research Article metrics
Neural matrix factorization++ based recommendation system
[version 1; peer review: 1 approved, 2 approved with reservations]
Kyle Ong, Kok-Why Ng, Su-Cheng Haw
Peer Reviewers Dino Caesaron; Khanh Luong; Zhigang Liu
  • Funder
  • TM Research & Development from Telekom Malaysia, Malaysia
PUBLISHED 25 Oct 2021
https://doi.org/10.12688/f1000research.73332.1
Method Article metrics
Health status classification model for medical adherence system in retirement township
[version 1; peer review: 1 not approved]
Abubaker Faisal Abubaker Sherif, Wooi Haw Tan, Chee Pun Ooi, Yi Fei Tan
Peer Reviewers Jesper Mølgaard
  • Funder
  • Multimedia University
PUBLISHED 20 Oct 2021
https://doi.org/10.12688/f1000research.22202.3
Method Article metrics
Revised
Applying machine learning EEG signal classification to emotion‑related brain anticipatory activity
[version 3; peer review: 2 approved, 1 approved with reservations]
Marco Bilucaglia, Gian Marco Duma, Giovanni Mento, Luca Semenzato, Patrizio E. Tressoldi
Peer Reviewers Zahid Halim; Rajesh K Tripathy; Alessandro Bruno
LATEST VERSION PUBLISHED 13 Oct 2021
https://doi.org/10.12688/f1000research.26997.2
Review metrics
Revised
AI in healthcare: A narrative review
[version 2; peer review: 1 approved, 1 not approved]
Antti Väänänen, Keijo Haataja, Katri Vehviläinen-Julkunen, Pekka Toivanen
Peer Reviewers Dipak Kalra; Marko Jäntti
  • Funder
  • European Regional Development Fund
LATEST VERSION PUBLISHED 08 Oct 2021
https://doi.org/10.12688/f1000research.72980.1
Research Article metrics AWAITING PEER REVIEW
Spatio-temporal deep learning model for distortion classification in laparoscopic video
[version 1; peer review: awaiting peer review]
Nouar AlDahoul, Hezerul Abdul Karim, Abdulaziz Saleh Ba Wazir, Myles Joshua Toledo Tan, Mohammad Faizal Ahmad Fauzi
Peer Reviewers Invited
  • Funder
  • Multimedia University
PUBLISHED 05 Oct 2021
https://doi.org/10.12688/f1000research.73026.1
Research Article metrics
Optimised deep neural network model to predict asthma exacerbation based on personalised weather triggers
[version 1; peer review: 3 approved]
Radiah Haque, Sin-Ban Ho, Ian Chai, Adina Abdullah
Peer Reviewers Mark Elshaw; Meei Hao Hoo; Kwan-Yong Sim
  • Funder
  • Fundamental Research Grant Scheme, Malaysia
PUBLISHED 10 Sep 2021
https://doi.org/10.12688/f1000research.51755.2
Review metrics
Revised
Calcium imaging analysis – how far have we come?
[version 2; peer review: 3 approved]
Miranda Robbins, Charles N. Christensen, Clemens F. Kaminski, Marta Zlatic
Peer Reviewers Christopher Rowlands and Isabell Whiteley; William Zeiger; Anubhuti Goel
LATEST VERSION PUBLISHED 26 Aug 2021
https://doi.org/10.12688/f1000research.52350.2
Software Tool Article metrics
Revised
RNAmining: A machine learning stand-alone and web server tool for RNA coding potential prediction
[version 2; peer review: 2 approved]
Thaís A.R. Ramos, Nilbson R.O. Galindo, Raúl Arias-Carrasco, Cecília F. da Silva, Vinicius Maracaja-Coutinho, Thaís G. do Rêgo
Peer Reviewers Gilderlanio Araújo; Andre Yoshiaki Kashiwabara
  • Funders
  • ANID-FONDECYT
  • ACCDiS
  • ANID-PAI
  • ANID-FONDAP
  • CAPES
LATEST VERSION PUBLISHED 08 Jun 2021
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