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F1000Research, Volume 11
Volume 11, 2022
- Md Shohel Sayeed
, Abu Fuad Ahmad, Choo Peng Tan
:
Smartic: A smart tool for Big Data analytics and IoT. 17 - Eilham Hakimie bin Jamal Mohd Lokman, Vik Tor Goh
, Timothy Tzen Vun Yap
, Hu Ng
:
Driving style recognition using machine learning and smartphones. 57 - Jia Yan Lim
, Wooi-Nee Tan, Yi-Fei Tan
:
Anomalous energy consumption detection using a Naïve Bayes approach. 64 - Subarmaniam Kannan
:
Synthetic time series data generation for edge analytics. 67 - Nur Amirah Ishak
, Keng Hoong Ng
, Gee-Kok Tong, Suraya Nurain Kalid, Kok-Chin Khor
:
Mitigating unbalanced and overlapped classes in credit card fraud data with enhanced stacking classifiers system. 71 - Sanjay Soundarajan
, Sachira Kuruppu
, Ashutosh Singh, Jongchan Kim, Monalisa Achalla:
SPARClink: an interactive tool to visualize the impact of the SPARC program. 124 - David Koslicki
, Dana Gibbon, Mark Novak
:
PressPurt: network sensitivity to press perturbations under interaction uncertainty. 173 - Ashmita Kumar
, Albert Crowley
, Nazek Queder
, Jean-Baptiste Poline, Satrajit S. Ghosh
, David N. Kennedy
, Jeffrey S. Grethe
, Karl G. Helmer, David B. Keator:
The Neuroimaging Data Model Linear Regression Tool (nidm_linreg): PyNIDM Project. 228 - Shruthi Thangaraj, Vik Tor Goh
, Timothy Tzen Vun Yap
:
Modified recurrent equation-based cubic spline interpolation for missing data recovery in phasor measurement unit (PMU). 246 - Wee-How Khoh
, Ying-Han Pang
, Hui-Yen Yap:
In-air Hand Gesture Signature Recognition: An iHGS Database Acquisition Protocol. 283 - Khalid Ibrahim Adem, Kannan Ramakrishnan
, Kousalya Govardhanan, Rathimala Kannan
:
Taking facial expression recognition outside the lab and into the wild by using challenging datasets and improved performance metrics. 349 - S. Visalaxi
, T. Sudalaimuthu:
Automated segmentation of endometriosis using transfer learning technique. 360 - Mohamed Mahrous Mahrous Amer, Yvonne Hwei-Syn Kam
, Aiman Hussein Elkhedrawi
:
Improving memorability using Emojis in a shoulder surfing resistant authentication method. 362 - Santhosh Krishnan Venkata
, Binoy Krishna Roy, Preeti Mohanty:
Field programmable gate array implementation of an intelligent soft calibration technique for linear variable differential transformers. 370 - Sebastian Schultheiß
, Dirk Lewandowski
:
Data set of a representative online survey on search engines with a focus on search engine optimization (SEO): a cross-sectional study. 376 - 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
:
Machine learning techniques for predicting depression and anxiety in pregnant and postpartum women during the COVID-19 pandemic: a cross-sectional regional study. 390 - Felipe Restrepo, Namrata Mali, Alan S. Abrahams
, Peter Ractham
:
Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers. 391 - Nachaat Mohamed
:
Study of bypassing Microsoft Windows Security using the MITRE CALDERA Framework. 422 - Felipe Yu Matsushita
, Vera Lúcia Jornada Krebs, Werther Brunow de Carvalho:
Risk prediction model for 24-hour mortality in preterm infants using lactate and blood gas analysis: A machine learning approach and retrospective cohort study. 444 - Ihda Chaerony Siffa
, Jan Schäfer
, Markus M. Becker
:
Adamant: a JSON schema-based metadata editor for research data management workflows. 475 - Montserrat González Ferreiro
, Steven J. Newhouse
:
Data protection record of processing activities and privacy notice generator toolkit by EMBL's European Bioinformatics Institute. 500 - Huajin Wang
, Melanie Gainey
, Patrick Campbell, Sarah Young
, Katie Behrman
:
Implementation and assessment of an end-to-end Open Science & Data Collaborations program. 501 - Montserrat González Ferreiro
, Steven J. Newhouse
:
IT Service management system for EMBL's European Bioinformatics Institute's IT department. 507 - Kevin Jenniskens
, Martin C. J. Bootsma, Johanna A. A. G. Damen, Mona Ghannad
, Michiel S. Oerbekke, Meike W. Vernooij, René Spijker
, Karel G. M. Moons, Mirjam E. Kretzschmar, Lotty Hooft:
Effectiveness of contact tracing apps for SARS-CoV-2: an updated systematic review. 515 - Sezal Panchal
, Denny John
, Geetha R. Menon, M. S. Narassima, Tushar Shaw:
Mathematical models on COVID-19 in India: A systematic review protocol. 532 - Catalina González-Uribe
, Nicolás Yañez
, Alf Onshuus Niño, Nubia Velasco, Juan M. Cordovez, Mauricio Santos-Vega, Natalia Niño-Machado, Andres Burbano, Angus G. Forbes, Ciro-Alberto Amaya Guio, Simon Turner, Diana Higuera-Mendieta
, Sandra Martínez-Cabezas:
A mixed-methods study on the design of Artificial Intelligence and data science-based strategies to inform public health responses to COVID-19 in different local health ecosystems: A study protocol for COLEV. 691 - Paula Moraga
, Laurie Baker
:
rspatialdata: a collection of data sources and tutorials on downloading and visualising spatial data using R. 770 - Philippe Boileau, Lisa Kakinami
, Tracie Barnett, Mélanie Henderson, Lea Popovic
:
Heatmaps and consensus clustering for ego network exploration. 771 - Muyiwa B. Afolabi
, Gbolahan Ayodamola Raji
:
Defeating the 21st century demon "Cybercrime" on corporate bodies in Nigeria: Is security intelligence a weapon? A quantitative study. 983 - Amanda Legate
, Kim Nimon
:
(Semi)automated approaches to data extraction for systematic reviews and meta-analyses in social sciences: A living review protocol. 1036 - Claudia Guerrero, Santiago Mazuelas
:
Female Models in AI and the Fight Against COVID-19. 1037 - Lipika Goel
, Neha Nandal
, Sonam Gupta:
An optimized approach for class imbalance problem in heterogeneous cross project defect prediction. 1060 - Fatwa Ramdani
, Muhammad Tanzil Furqon:
The simplicity of XGBoost algorithm versus the complexity of Random Forest, Support Vector Machine, and Neural Networks algorithms in urban forest classification. 1069 - Julia Farhana Rosemadi
, Saidatul Nasuha Jamaludin:
The Liability of Artificial Intelligence's Moral Dilemma. 1079 - Kevin Schneider
, Benedikt Venn
, Timo Mühlhaus
:
Plotly.NET: A fully featured charting library for .NET programming languages. 1094 - Jarmo Koponen
, Keijo Haataja, Pekka J. Toivanen:
Recent advancements in machine vision methods for product code recognition: A systematic review. 1099 - Mireille Merlise Megnidio-Tchoukouegno
, Evariste Bosco Gueguim Kana
, Wonroo B. A. Bancole
:
Machine learning model to predict endophytic colonisation of rice cultivar plant tissues by Beauveria bassiana isolates and their potential as bio-control agents against rice stem borer using existing knowledge. 1249 - Itunuoluwa Isewon
, Oluwabukola Apata, Fesobi Oluwamuyiwa
, Olufemi Aromolaran, Jelili Oyelade
:
Machine learning algorithms: their applications in plant omics and agronomic traits' improvement. 1256 - Karanam Madhavi, Krishna Chythanya Nagaraju
, Gotham Sai P, SaiKiran Manasa S, Pranay Krishna G:
Granite classification using machine learning and edge computing. 1276 - Swaraja Kuraparthi
, Meenakshi Kollati
, Usha Kumari Chintalapati
, Kishore D:
A Robust image watermarking for copyright protection using Multiresolution Walsh-Hadamard transform and Schur using Differential evolution. 1333 - Promise Ricardo Agbedanu
, Richard Musabe, James Rwigema, Ignace Gatare, Theofrida Julius Maginga, Destiny Kwabla Amenyedzi:
Towards achieving lightweight intrusion detection systems in Internet of Things, the role of incremental machine learning: A systematic literature review. 1377 - Somrudee Deepaisarn, Ek-uma Imkome
, Konlakorn Wongpatikaseree, Sumeth Yuenyong, Ploi Lakanavisid, Rangsiman Soonthornchaiva, Panida Yomaboot, Angkoon Angkoonsawaengsuk, Napawan Munpansa:
Validation of a Thai artificial chatmate designed for cheering up the elderly during the COVID-19 pandemic. 1411 - Rachel Kowert
, Eve Crevoshay:
Harassment of game makers: Prevalence and impact. 1518 - Noah Oluwatobi Akande
, Nzube Ojimba, Atele Oghenekaro, Oluwakemi Christiana Abikoye
, Roseline Ogundokun
, Akinyinka Tosin Akindele:
AFHIRIS: African Human Iris Dataset (Version 1). 1549 - Leidy Lorena Pulido Morales, Juan Sebastian Buitrago Romero, Ismael A. Ardila Sanchez, Fernando Yepes-Calderon
:
Turning any bed into an intensive care unit with the Internet of things and artificial intelligence technology. Presenting the enhanced mechanical ventilator. 1570
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