The Applications of Metaheuristics for Human Activity Recognition and Fall Detection Using Wearable Sensors: A Comprehensive Analysis

Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm

(2022) Priti Bansal et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Sports Action Recognition Based on Particle Swarm Optimization Neural Networks

(2022) Rui Zhang   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Boosted ANFIS model using augmented marine predator algorithm with mutation operators for wind power forecasting

(2022) Mohammed A.A. Al-qaness et al.   APPLIED ENERGY

Optimized hybrid RNN model for human activity recognition in untrimmed video

(2022) Disha Deotale et al.   JOURNAL OF ELECTRONIC IMAGING

Binary Grey Wolf Optimizer with Mutation and Adaptive K-nearest Neighbour for Feature Selection in Parkinson’s Disease Diagnosis

(2022) Rajalaxmi Ramasamy Rajammal et al.   KNOWLEDGE-BASED SYSTEMS

DeepTransHHAR: Inter-subjects Heterogeneous Activity Recognition Approach in the Non-identical Environment Using Wearable Sensors

(2022) Prabhat Kumar et al.   NATIONAL ACADEMY SCIENCE LETTERS-INDIA

Intrusion Detection System for IoT Based on Deep Learning and Modified Reptile Search Algorithm

(2022) Abdelghani Dahou et al.   Computational Intelligence and Neuroscience

Human activity recognition in IoHT applications using Arithmetic Optimization Algorithm and deep learning

(2022) Abdelghani Dahou et al.   MEASUREMENT

A random walk Grey wolf optimizer based on dispersion factor for feature selection on chronic disease prediction

(2022) Preeti et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multiscale Deep Feature Learning for Human Activity Recognition Using Wearable Sensors

(2022) Yin Tang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Multi-ResAtt: Multilevel Residual Network With Attention for Human Activity Recognition Using Wearable Sensors

(2022) Mohammed A. A. Al-qaness et al.   IEEE Transactions on Industrial Informatics

A novel feature selection method for data mining tasks using hybrid Sine Cosine Algorithm and Genetic Algorithm

(2021) Laith Abualigah et al.   Cluster Computing

Multi-input CNN-GRU based human activity recognition using wearable sensors

(2021) Nidhi Dua et al.   COMPUTING

Hybrid deep learning approaches for smartphone sensor-based human activity recognition

(2021) Vasundhara Ghate et al.   MULTIMEDIA TOOLS AND APPLICATIONS

The Arithmetic Optimization Algorithm

(2021) Laith Abualigah et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A machine learning approach combining expert knowledge with genetic algorithms in feature selection for credit risk assessment

(2021) Pantelis Z. Lappas et al.   APPLIED SOFT COMPUTING

Aquila Optimizer: A novel meta-heuristic optimization algorithm

(2021) Laith Abualigah et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A Novel Hybrid Gradient-Based Optimizer and Grey Wolf Optimizer Feature Selection Method for Human Activity Recognition Using Smartphone Sensors

(2021) Ahmed Mohamed Helmi et al.   Entropy

Block-Wise Training Residual Networks on Multi-Channel Time Series for Human Activity Recognition

(2021) Qi Teng et al.   IEEE SENSORS JOURNAL

A novel feature selection framework based on grey wolf optimizer for mammogram image analysis

(2021) B. Sathiyabhama et al.   NEURAL COMPUTING & APPLICATIONS

KU-HAR: An open dataset for heterogeneous human activity recognition

(2021) Niloy Sikder et al.   PATTERN RECOGNITION LETTERS

A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning

(2021) Damien Bouchabou et al.   SENSORS

DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors

(2021) Wenbin Gao et al.   APPLIED SOFT COMPUTING

Boosting slime mould algorithm for parameter identification of photovoltaic models

(2021) Yun Liu et al.   ENERGY

Advanced Feature Extraction and Selection Approach Using Deep Learning and Aquila Optimizer for IoT Intrusion Detection System

(2021) Abdulaziz Fatani et al.   SENSORS

The Convolutional Neural Networks Training With Channel-Selectivity for Human Activity Recognition Based on Sensors

(2021) Wenbo Huang et al.   IEEE Journal of Biomedical and Health Informatics

Particle swarm optimization with deep learning for human action recognition

(2020) S. Jeba Berlin et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Fall Detection in Older Adults with Mobile IoT Devices and Machine Learning in the Cloud and on the Edge

(2020) Dariusz Mrozek et al.   INFORMATION SCIENCES

Particle swarm optimization and feature selection for intrusion detection system

(2020) Nilesh Kunhare et al.   SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES

Marine Predators Algorithm: A nature-inspired metaheuristic

(2020) Afshin Faramarzi et al.   EXPERT SYSTEMS WITH APPLICATIONS

The Layer-Wise Training Convolutional Neural Networks Using Local Loss for Sensor-Based Human Activity Recognition

(2020) Qi Teng et al.   IEEE SENSORS JOURNAL

A novel hybrid whale optimization algorithm with flower pollination algorithm for feature selection: Case study Email spam detection

(2020) Hekmat Mohammadzadeh et al.   COMPUTATIONAL INTELLIGENCE

Slime mould algorithm: A new method for stochastic optimization

(2020) Shimin Li et al.   Future Generation Computer Systems-The International Journal of eScience

Vision-based human activity recognition: a survey

(2020) Djamila Romaissa Beddiar et al.   MULTIMEDIA TOOLS AND APPLICATIONS

CGA: a new feature selection model for visual human action recognition

(2020) Ritam Guha et al.   NEURAL COMPUTING & APPLICATIONS

COVID-19 image classification using deep features and fractional-order marine predators algorithm

(2020) Ahmed T. Sahlol et al.   Scientific Reports

A novel optimal feature selection technique for medical data classification using ANOVA based whale optimization

(2020) Usha Moorthy et al.   Journal of Ambient Intelligence and Humanized Computing

A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection

(2020) Negar Maleki et al.   EXPERT SYSTEMS WITH APPLICATIONS

Smartphone Sensor-Based Human Activity Recognition Robust to Different Sampling Rates

(2020) Tatsuhito Hasegawa   IEEE SENSORS JOURNAL

Human Physical Activity Recognition Using Smartphone Sensors

(2019) Robert-Andrei Voicu et al.   SENSORS

A Survey of Deep Learning-Based Human Activity Recognition in Radar

(2019) Xinyu Li et al.   Remote Sensing

Channel State Information from Pure Communication to Sense and Track Human Motion: A Survey

(2019) Mohammed A. A. Al-qaness et al.   SENSORS

Human Activity Recognition Using Inertial Sensors in a Smartphone: An Overview

(2019) Wesllen Sousa Lima et al.   SENSORS

Attention-Based Convolutional Neural Network for Weakly Labeled Human Activities’ Recognition With Wearable Sensors

(2019) Kun Wang et al.   IEEE SENSORS JOURNAL

Human Action Recognition Using Deep Learning Methods on Limited Sensory Data

(2019) Nilay Tufek et al.   IEEE SENSORS JOURNAL

A Novel IoT-Perceptive Human Activity Recognition (HAR) Approach Using Multihead Convolutional Attention

(2019) Haoxi Zhang et al.   IEEE Internet of Things Journal

Particle Swarm Optimization Feature Selection for Breast Cancer Recurrence Prediction

(2018) Sapiah Binti Sakri et al.   IEEE Access

SisFall: A Fall and Movement Dataset

(2017) Angela Sucerquia et al.   SENSORS

UniMiB SHAR: A Dataset for Human Activity Recognition Using Acceleration Data from Smartphones

(2017) Daniela Micucci et al.   Applied Sciences-Basel

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors

(2016) Muhammad Shoaib et al.   SENSORS

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

(2013) Ricardo Chavarriaga et al.   PATTERN RECOGNITION LETTERS

Particle swarm optimization feature selection for the classification of conducting particles in transformer oil

(2012) R. Sharkawy et al.   IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION

A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data

(2008) S.J. Preece et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING