Artificial Neural Network as the Classifier of the Muscle Contraction Pattern During Stepping Activity

QR Code

Artificial Neural Network as the Classifier of the Muscle Contraction Pattern During Stepping Activity

Exercise and repetitive movement fatigue are crucial to healthcare and rehabilitation. To improve the quality of rehabilitation and healthcare, precise evaluations and focused interventions are needed. Electromyography (EMG) is an essential technique used to measure muscle activity during various ta...

Full description

Bibliographic Details
Published in:	2024 5th International Conference on Artificial Intelligence and Data Sciences, AiDAS 2024 - Proceedings
Main Author:	Mazlan A.S.; Suhaizan S.N.B.; Hishamudin Z.; Izni N.A.; Aslam S.N.A.M.; Saruchi S.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85209646852&doi=10.1109%2fAiDAS63860.2024.10730640&partnerID=40&md5=6e9ab22c7c4e8a487d0396a70925e1a6

Similar Items

A novel application of artificial neural network for classifying agarwood essential oil quality
by: Mahabob N.Z.; Yusoff Z.M.; Amidon A.F.M.; Ismail N.; Taib M.N.
Published: (2022)

Influence of isometric contraction during archery training and detraining on the muscles and hand grip strength in sedentary youth: A randomized controlled trial
by: Zolkafi M.A.A.; Juliana N.; Azmani S.; Hayati A.R.; Monsarip N.A.; Teng N.I.M.F.
Published: (2020)

Housebreaking crime gait pattern classification using artificial neural network and support vector machine
by: Razak H.A.; Almisreb A.A.; Mohammed Saleh M.A.; Tahir N.M.
Published: (2020)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri K.N.; Yazid F.; Mohd Zain M.N.; Md Yusof Z.; Abdul Rani R.; Zoolfakar A.S.
Published: (2024)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri, et al.
Published: (2024)

The quadriceps muscle of knee joint modelling using neural network approach: Part 2
by: Ahmad Kamaruddin S.B.; Md Ghani N.A.; Mohamed Ramli N.; Mohamed Nasir N.B.; Kader B.S.B.K.; Huq M.S.
Published: (2017)

The quadriceps muscle of knee joint modelling using neural network approach: Part 1
by: Ghani N.A.M.; Kamaruddin S.B.A.; Ramli N.M.; Nasir N.B.M.; Kader B.S.B.K.; Huq M.S.
Published: (2017)

The significance of artificial intelligent technique in classifying various grades of agarwood oil
by: Mohd Amidon A.F.; Huzir S.M.H.M.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2023)

Application of BP Neural Networks in Garment Pattern Design System
by: Ma S.; Yan X.
Published: (2022)

Biological Butterfly Characterization with Mobile System Using Convolutional Neural Network (CNN) Classify Image
by: Saedan M.A.H.; Kassim M.; Abd Aziz A.F.
Published: (2024)

Vehicle collision avoidance motion planning strategy using artificial potential field with adaptive multi-speed scheduler
by: Wahid N.; Zamzuri H.; Amer N.H.; Dwijotomo A.; Saruchi S.A.; Mazlan S.A.
Published: (2020)

Revolutionizing Digital Marketing with Artificial Intelligence Solutions: A Four-Step Sequential Model
by: Raju V.; Kassim S.; Jahan S.; Wahab W.A.
Published: (2024)

Disaster management system using artificial neural network
by: Wan Abdull Hamid W.A.S.H.; Hussin M.F.; Samsudin K.; Yassin A.I.M.; Rafi A.M.
Published: (2017)

Classification of thumbprint using Artificial Neural Network (ANN)
by: Naim N.F.; Yassin A.I.M.; Zakaria N.B.; Wahab N.A.
Published: (2011)

The quadriceps muscle of knee joint modelling Using Hybrid Particle Swarm Optimization-Neural Network (PSO-NN)
by: Kamaruddin S.B.A.; Tolos S.M.; Hee P.C.; Ghani N.A.M.; Ramli N.M.; Nasir N.B.M.; Kader B.S.B.K.; Huq M.S.
Published: (2017)

Selected Malaysia stock predictions using artificial neural network
by: Bahrun P.N.; Taib M.N.
Published: (2009)

Human-like driver model for emergency collision avoidance using neural network autoregressive with exogenous inputs
by: Hassan N.; Ariff M.H.M.; Zamzuri H.; Saruchi S.A.; Wahid N.
Published: (2024)

The effects of interset rest duration on performance and muscle activation during resistance training
by: Azzeme M.S.A.M.; Tan K.; Sazali M.H.; Japilus S.J.M.; Waqqash E.; Nadzalan A.M.
Published: (2020)

Muscle Strength in Male Youth that Play Archery During Leisure Time Activity
by: Juliana N.; Abu I.F.; Roslan N.A.; Mohd Fahmi Teng N.I.; Hayati A.R.; Azmani S.
Published: (2020)

The Impact of Leg Width on Muscle Activation and Performance during Push-Up Exercise
by: Azmi A.M.N.; Nadzalan A.M.; Hussain R.N.J.R.; Ahmad M.F.; Pa W.A.M.W.; Aznan E.I.M.; Vasanthi R.K.
Published: (2023)

Bornean Orangutan Nest Classification using Image Enhancement with Convolutional Neural Network and Kernel Multi Support Vector Machine Classifier
by: Amran A.A.; On C.K.; Karim S.A.A.; Hung L.P.; See C.S.; Simon D.; Rossdy M.; Jing C.
Published: (2025)

Human posture recognition using android smartphone and artificial neural network
by: Idris M.I.; Zabidi A.; Yassin I.M.; Ali M.S.A.M.
Published: (2016)

Predicting drug contents of hydroxypropylmethylcellulose films using artificial neural network
by: Alias A.; Taib M.N.; Wui W.T.; Anuar N.K.; Tahir N.Md.
Published: (2009)

Simplified Artificial Neural Network Configuration in R Programming for Predictive Modelling
by: Razak T.R.; Jarimi H.; Ahmad E.Z.
Published: (2023)

A Review of Artificial Neural Network Applications in Variants of Optimization Algorithms
by: Ghani F.A.; Rivaie M.; Yusoff M.; Puteh M.
Published: (2022)

Review of Artificial Neural Network Approaches for Predicting Building Energy Consumption
by: Md Ramli S.S.; Nizam Ibrahim M.; Mohamad A.; Daud K.; Saidina Omar A.M.; Darina Ahmad N.
Published: (2023)

Arrhythmia modelling via ECG characteristic frequencies and artificial neural network
by: Jalil M.H.F.M.; Saaid M.F.; Ahmad A.; Ali M.S.A.M.
Published: (2014)

Application of Artificial Neural Network for Accurate Prediction of Photocatalytic Dye Degradation
by: Azmil A.S.; Majnis M.F.; Adnan M.A.M.; Ismail S.
Published: (2024)

Energy Consumption and Energy Efficiency Prediction using Artificial Neural Network
by: Khairunizam F.N.B.; Salim N.A.; Mohamad H.; Yasin Z.M.
Published: (2024)

Artificial Neural Network in the Development of Halal Cosmetic Formulation Containing Okara
by: Payyadhah B.F.; Salwa A.G.S.; Huda S.N.
Published: (2023)

Maqasid syariah in relation to cooperatives’ contracts and operations
by: Safawi A.R.; Wan Mohd Yusof W.C.; Rohana O.; Nooraslinda A.A.; Marziana M.M.
Published: (2017)

Comparison between cascade forward and multi-layer perceptron neural networks for NARX functional electrical stimulation (FES)-based muscle model
by: Yassin I.M.; Jailani R.; Ali M.S.A.M.; Baharom R.; Hassan A.H.A.; Rizman Z.I.
Published: (2017)

Artificial neural network modeling for predicting the quality of water in the Sabak Bernam River
by: Affandi F.; Rahman M.F.A.; Ani A.I.C.; Sulaiman M.S.
Published: (2022)

Prediction of Electromagnetic Properties Using Artificial Neural Networks for Oil Recovery Factors
by: Surajudeen Sikiru; Soleimani H.; Shafie A.; Olayemi R.I.; Hassan Y.M.
Published: (2023)

Analyzing family ownership structure and dividend policy using artificial neural network
by: Kamaruddin S.A.; Subramaniam V.; Ghani N.A.M.; Rahim H.A.
Published: (2022)

Statistical analysis of Parkinson disease gait classification using artificial neural network
by: Manap H.H.; Md Tahir N.; Yassin A.I.M.
Published: (2011)

Classification of Mango Species and Ripeness Using Feature Extraction with an Artificial Neural Network
by: Hong K.L.; Sariff N.; Ismail Z.H.; Algeelani N.A.; Sooriamoorthy D.; Mat Isa N.
Published: (2024)

Profiling of myocardial infarction history from electrocardiogram using artificial neural network
by: Hussin A.H.; Aziz A.S.A.; Ali M.S.A.M.
Published: (2018)

Missing River Discharge Data Imputation Approach using Artificial Neural Network
by: Mispan M.R.; Rahman N.F.A.; Ali M.F.; Khalid K.; Bakar M.H.A.; Haron S.H.
Published: (2015)

Three-dimensional particle swam optimisation of Mel Frequency Cepstrum Coefficient computation and multilayer perceptron neural network for classifying asphyxiated infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2011)