Improving transformer failure classification on imbalanced DGA data using data-level techniques and machine learning

DIABETES DIAGNOSIS AND LEVEL OF CARE FUZZY RULE-BASED MODEL UTILIZING SUPERVISED MACHINE LEARNING FOR CLASSIFICATION AND PREDICTION
by: Mohd Aris T.N.; Bakar A.A.; Mahiddin N.; Zolkepli M.
Published: (2024)

Classification of faults in grid-connected photovoltaic system based on wavelet packet transform and an equilibrium optimization algorithm-extreme learning machine
by: Ahmadipour M.; Murtadha Othman M.; Alrifaey M.; Bo R.; Kit Ang C.
Published: (2022)

Integration of Local Mean Sea Level and Land Vertical Datum over Peninsular Malaysia via Transformation Model
by: Pa’suya M.F.; Din A.H.M.; Abbak R.A.; Talib N.; Aziz M.A.C.; Ramli M.Z.; Hamden M.H.; Yazid N.M.
Published: (2024)

Data in application sharing: An insights overview
by: Ahmad S.; Abidin S.Z.Z.; Omar N.
Published: (2011)

Performance of repair pre-damaged RC columns using steel straps tensioning techniques (SSTT) confinement: experimental data and modelling
by: Mohd Apandi N.; Ahmad Zailani W.W.; Chin C.-L.; Ma C.-K.
Published: (2025)

Estimating feature extraction changes of Berkelah Forest, Malaysia from multisensor remote sensing data using and object-based technique
by: Rozali S.; Abd Latif Z.; Adnan N.A.; Hussin Y.; Blackburn A.; Pradhan B.
Published: (2022)

Real-Time Data Forecasting On Missing Energy Data Using Seasonal Autoregressive Integrated Moving Average (SARIMA) Model
by: Fariz K.N.M.K.; Latip M.F.A.; Zaini N.
Published: (2024)

A novel microgrid fault detection and classification method using maximal overlap discrete wavelet packet transform and an augmented Lagrangian particle swarm optimization-support vector machine
by: Ahmadipour M.; Othman M.M.; Bo R.; Salam Z.; Ridha H.M.; Hasan K.
Published: (2022)

Classification Of Defect And Non-Defect Durian Using Image Processing Technique
by: Khazri, et al.
Published: (2024)

Big data analytics adoption: An empirical study in the Malaysian warehousing sector
by: Wahab S.N.; Hamzah M.I.; Sayuti N.M.; Lee W.C.; Tan S.Y.
Published: (2021)

Groundwater level prediction using machine learning models: A comprehensive review
by: Tao H.; Hameed M.M.; Marhoon H.A.; Zounemat-Kermani M.; Heddam S.; Sungwon K.; Sulaiman S.O.; Tan M.L.; Sa'adi Z.; Mehr A.D.; Allawi M.F.; Abba S.I.; Zain J.M.; Falah M.W.; Jamei M.; Bokde N.D.; Bayatvarkeshi M.; Al-Mukhtar M.; Bhagat S.K.; Tiyasha T.; Khedher K.M.; Al-Ansari N.; Shahid S.; Yaseen Z.M.
Published: (2022)

Data Visualization of Online Differentiated Learning Implementation on Students' Time Spend in Learning
by: Kurniawan C.; Surahman E.; Utami D.D.; Nordin R.M.; Hasanah W.; Aniisah A.
Published: (2024)

Cash-flows ratios as predictors of corporate failure
by: Ahmad A.-R.; Azhar Z.; Wan-Abu-Bakar W.-A.
Published: (2010)

Application of the Technology- Organization- Environment Framework on Big Data Analytics Deployment in Manufacturing and Service
by: Urus, et al.
Published: (2024)

Performance Comparison Of Rabin-p And RSA-OAEP Encryption Scheme In Securing Data On Cloud
by: Bin Saiful Azam S.A.; Adnan S.F.S.; Asbullah M.A.
Published: (2024)

Evaluation of k-modes-type algorithms for clustering Y-short tandem repeats data
by: Seman A.; Bakar Z.A.; Isa M.N.
Published: (2012)

DATA INVESTIGATION OF PK-LQP AIRPLANE VERTICAL DEVIATION USING CLASS 1 AND TIER 1 DATASETS
by: Passarella R.; Nurmaini S.; Rachmatullah M.N.; Veny H.; Ubaya H.; Firdaus F.
Published: (2024)

Design and Implementation of a Wireless Health Monitoring System for Real-Time Patient Data Using ESP32
by: Ya'acob, et al.
Published: (2024)

Integrating and retrieving learning analytics data from heterogeneous platforms using ontology alignment: Graph-based approach
by: Musa, et al.
Published: (2025)

Quantifying Spasticity: Developing a Data-Driven Approach Through the Modified Ashworth Scale and Simulated Spasticity Model
by: Othman N.A.; Zakaria N.A.C.; Johar K.; Hanapiah F.A.; Hashim N.M.; Low C.Y.; Yee J.
Published: (2025)

Kalman Filter-Based Data Stabilization for an Automated Water Quality Monitoring System in Macrobrachium Rosenbergii Larvae Culture
by: Yaakob A.Y.; Azham M.H.; Ramli M.H.M.
Published: (2024)

Efficiency Analysis of Commercial Banks in the Era Digitalization Financial Sector: A Data Envelopment Analysis (DEA) Approach
by: Perdini Fisabilillah L.W.; Aji T.S.; Sari A.N.; Zahida Azhar N.A.; Zainuddin A.Z.; Eka Putra M.R.
Published: (2024)

Mechanical Response and Failure Analysis of Stainless-Steel Beams Exposed to Elevated Temperatures
by: Hazizan N.A.; Wahid N.; Zakwan F.A.A.; Ismail R.; Hashim M.H.M.; Ahmad H.; Goh L.D.
Published: (2024)

Sustainability and Technology Go Hand in Hand to Achieve Excellence in Thai Family Businesses: A Big Data Analytical Perspective
by: Sawangchai A.; Khalid R.; Raza M.; Alshuaibi M.S.; Valeri M.; kasuma J.
Published: (2024)

Does Tourism Destination Competitiveness Explain Middle-Income Countries’ Tourism Performance and Quality of Life? A Secondary Data Approach
by: Hossain Md.K.; Hamid A.B.A.; Hanafiah M.H.
Published: (2025)

A Computer Vision-Based Multidimensional Data Modelling Study of the Psychological Responses of Metro Car Colour Lighting Design on Passengers
by: Wang Y.; Samsudin M.R.; Daud N.
Published: (2024)

Determination of Design Solutions to Overcome the Daylighting Design Failure Observed in Existing Educational Building
by: Abdullah W.N.H.W.; Tharim A.H.A.; Ismail A.; Ahmad A.C.
Published: (2022)

CLASSIFICATION OF BLOOD SUBSTITUTES
by: Shamshul B.S.S.; Mohd N.S.N.F.; Noordin S.S.; Mohd N.M.N.; Zabidi M.A.
Published: (2023)

Analysis of 2-Year Survival Outcomes of Japanese Older Populations on Hemodiafiltration: A Propensity Score-Matched Study Based on Insurance Claims Data
by: Jamal, et al.
Published: (2024)

Analysis of 2-Year Survival Outcomes of Japanese Older Populations on Hemodiafiltration: A Propensity Score-Matched Study Based on Insurance Claims Data
by: Jamal A.; Babazono A.; Liu N.; Fujita T.; Kim S.-A.; Li Y.
Published: (2024)

Failure and potential of profit-loss sharing contracts: A perspective of New Institutional, Economic (NIE) Theory
by: Abdul-Rahman A.; Abdul Latif R.; Muda R.; Abdullah M.A.
Published: (2014)

Driver Drowsiness Detection Using Vision Transformer
by: Azmi, et al.
Published: (2024)

Availability and affordability of blood pressure-lowering medicines and the effect on blood pressure control in high-income, middle-income, and low-income countries: an analysis of the PURE study data
by: Attaei M.W.; Khatib R.; McKee M.; Lear S.; Dagenais G.; Igumbor E.U.; AlHabib K.F.; Kaur M.; Kruger L.; Teo K.; Lanas F.; Yusoff K.; Oguz A.; Gupta R.; Yusufali A.M.; Bahonar A.; Kutty R.; Rosengren A.; Mohan V.; Avezum A.; Yusuf R.; Szuba A.; Rangarajan S.; Chow C.; Yusuf S.; O'Donnell M.; Mente A.; Leong D.; Smyth A.; Joseph P.; Islam S.; Zhang M.; Hu W.; Ramasundarahettige C.; Wong G.; Dayal L.; Casanova A.; Dehghan M.; Lewis G.; Aliberti A.; Reyes A.; Zaki A.; Lewis B.; Zhang B.; Agapay D.; Hari D.; Milazzo E.; Ramezani E.; Hussain F.; Shifaly F.; Kay I.; Rimac J.; Swallow J.; Heldman L.; Mushtaha M.; Mushtaha M.; Trottier M.; Aoucheva N.; Kandy N.; Mackie P.; Solano R.; Chin S.; Ramacham S.; Shahrook S.; Trottier S.; Tongana T.; ElSheikh W.; Lindeman J.; McQueen M.; Hall K.; Keys J.; Wang X.; Keneth J.; Devanath A.; Diaz R.; Orlandini A.; Linetsky B.; Toscanelli S.; Casaccia G.; Maini Cuneo J.M.; Rahman O.; Azad A.K.; Rabbani K.A.; Cherry H.M.; Mannan A.; Hassan I.; Talukdar A.T.; Tooheen R.B.; Khan M.U.; Sintaha M.; Choudhury T.; Haque R.; Parvin S.; Oliveira G.B.; Marcilio C.S.; Mattos A.C.; Dejesus J.; Poirier P.; Turbide G.; Auger D.; De Bluts A.L.; Proulx M.C.; Cayer M.; Bonneville N.; Gasevic D.; Corber E.; de Jong V.; Vukmirovich I.; Wielgosz A.; Fodor G.; Pipe A.; Shane A.; Seron P.; Martinez S.; Valdebenito A.; Oliveros M.; Wei L.; Lisheng L.; Chunming C.; Xingyu W.; Wenhua Z.; Hongye Z.; JiaXuan; Bo H.; Yi S.; Jian B.; Xiuwen Z.; Xiaohong C.; Tao C.; Hui C.; Qing D.; Xiaoru C.; Xinye H.; JiaXuan; Jian L.; Juan L.; Xu L.; Bing R.; Wei W.; Yang W.; Jun Y.; Yi Z.; Manlu Z.; Fanghong L.; Jianfang W.; Yindong L.; Yan H.; Liangqing Z.; Baoxia G.; Xiaoyang L.; Shiying Z.; BianRongwen; TianXiuzhen; Dong L.; Di C.; Jianguo W.; Yize X.; Tianlu L.; Peng Z.; Changlin D.; Ning L.; Xiaolan M.; Yuqing Y.; Rensheng L.; Minfan F.; Jing H.; Yu L.; Xiaojie X.; Qiang Z.; Lopez-Jaramillo P.; Lopez P.C.; Garcia R.; Jurado L.J.A.; Gómez-Arbeláez D.; Arguello J.F.; Dueñas R.; Silva S.; Pradilla L.P.; Ramirez F.; Molina D.I.; Cure-Cure C.; Perez M.; Hernandez E.; Arcos E.; Fernandez S.; Narvaez C.; Paez J.; Sotomayor A.; Garcia H.; Sanchez G.; David T.; Rico A.; Mony P.; Vaz M.; Bharathi A.V.; Swaminathan S.; Shankar K.; Kurpad A.V.; Jayachitra K.G.; Kumar N.; Hospital H.A.L.; Deepa M.; Parthiban K.; Anitha M.; Hemavathy S.; Rahulashankiruthiyayan T.; Anitha D.; Sridevi K.; Panwar R.B.; Mohan I.; Rastogi P.; Rastogi S.; Bhargava R.; Kumar R.; Thakur J.S.; Patro B.; Lakshmi P.V.M.; Mahajan R.; Chaudary P.; Vijayakumar K.; Ajayan K.; Rajasree G.; Renjini A.R.; Deepu A.; Sandhya B.; Asha S.; Soumya H.S.; Kelishadi R.; Mohammadifard N.; Heidari H.; Ismail T.S.T.; Ng K.K.; Devi A.; Nasir N.M.; Yasin M.M.; Miskan M.; Rahman E.A.; Arsad M.K.M.; Ariffin F.; Razak S.A.; Majid F.A.; Bakar N.A.; Yacob M.Y.; Zainon N.; Salleh R.; Ramli M.K.A.; Halim N.A.; Norlizan S.R.; Ghazali N.M.; Arshad M.N.; Razali R.; Ali S.; Othman H.R.; Hafar C.; Pit A.; Danuri N.; Basir F.; Zahari S.N.A.; Abdullah H.; Arippin M.A.; Zakaria N.A.; Noorhassim I.; Hasni M.J.; Azmi M.T.; Zaleha M.I.; Hazdi K.Y.; Rizam A.R.; Sazman W.; Azman A.; Khammash U.; Khatib A.; Giacaman R.; Iqbal R.; Afridi A.; Khawaja R.; Raza A.; Kazmi K.; Dans A.; Co H.U.; Sanchez J.T.; Pudol L.; Zamora-Pudol C.; Palileo-Villanueva L.A.M.; Aquino M.R.; Abaquin C.; Cabral M.L.; Zatonski W.; Zatonska K.; Ilow# R.; Ferus M.; Regulska-Ilow B.; Różańska D.; Wolyniec M.; Hersi A.; Kashour T.; Alfaleh H.; Alshamiri M.; Altaradi H.B.; Alnobani O.; Bafart A.; Alkamel N.; Ali M.; Abdulrahman M.; Nouri R.; Kruger A.; Voster H.H.; Schutte A.E.; Wentzel-Viljoen E.; Eloff F.C.; de Ridder H.; Moss H.; Potgieter J.; Roux A.A.; Watson M.; de Wet G.; Olckers A.; Jerling J.C.; Pieters M.; Hoekstra T.; Puoane T.; Tsolekile L.; Sanders D.; Ilow P.; Steyn N.; Peer N.; Mayosi B.; Rayner B.; Lambert V.; Levitt N.; Kolbe-Alexander T.; Ntyintyane L.; Hughes G.; Swart R.; Fourie J.; Muzigaba M.; Xapa S.; Gobile N.; Ndayi K.; Jwili B.; Ndibaza K.; Egbujie B.; Boström K.B.; Lindblad U.; Langkilde P.; Gustavsson A.; Andreasson M.; Snällman M.; Wirdemann L.; Pettersson K.; Moberg E.; Yeates K.; Sleeth J.; Kilonzo K.; Akalin A.A.K.; Calik K.B.T.; Imeryuz N.; Temizhan A.; Alphan E.; Gunes E.; Sur H.; Karsidag K.; Gulec S.; Altuntas Y.; Almahmeed W.; Swidan H.; Darwish E.A.; Hashemi A.R.A.; Al-Khaja N.; Muscat-Baron J.M.; Ahmed S.H.; Mamdouh T.M.; Darwish W.M.; Abdelmotagali M.H.S.; Awed S.O.; Movahedi G.A.; Shaibani H.A.; Gharabou R.I.M.; Youssef D.F.; Nawati A.Z.S.; Salah Z.A.; Abdalla R.F.E.; Shuwaihi S.A.; Omairi M.A.; Cadigal O.D.; Alejandrino R.S.; Chifamba J.; Gwaunza L.; Terera G.; Mahachi C.; Murambiwa P.; Machiweni T.; Mapanga R.
Published: (2017)

FROM RESISTANCE TO INNOVATION: ENABLING TRANSFORMATIVE DESIGN IN THE FURNITURE INDUSTRY
by: Yusof W.Z.M.; Tamyez P.F.M.; Rahamaddulla S.R.; Haron H.
Published: (2025)

Consensus clustering and fuzzy classification for breast cancer prognosis
by: Garibaldi J.M.; Soria D.; Rasmani K.A.
Published: (2010)

The Impact of Transformation in Higher Education: Introductory of New Technology, Is It Good or Bad?
by: Daud N.M.
Published: (2023)