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

Ambient acoustic event assistive framework for identification, detection, and recognition of unknown acoustic events of a residence

(2021) Sharnil Pandya et al.   ADVANCED ENGINEERING INFORMATICS

The Arithmetic Optimization Algorithm

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

Intelligent forecaster of concentrations (PM2.5, PM10, NO2, CO, O3, SO2) caused air pollution (IFCsAP)

(2021) Samaher Al-Janabi et al.   NEURAL COMPUTING & APPLICATIONS

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

(2021) Niloy Sikder et al.   PATTERN RECOGNITION LETTERS

Enhanced Human Activity Recognition Based on Smartphone Sensor Data Using Hybrid Feature Selection Model

(2020) Nadeem Ahmed et al.   SENSORS

Hybrid Wolf-Bat Algorithm for Optimization of Connection Weights in Multi-layer Perceptron

(2020) Utkarsh Agrawal et al.   ACM Transactions on Multimedia Computing Communications and Applications

Multiobjective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm

(2020) Yuting Wan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Learning-Based Human Activity Real-Time Recognition for Pedestrian Navigation

(2020) Junhua Ye et al.   SENSORS

An Innovative synthesis of deep learning techniques (DCapsNet & DCOM) for generation electrical renewable energy from wind energy

(2020) Samaher Al-Janabi et al.   SOFT COMPUTING

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

(2020) Qi Teng et al.   IEEE SENSORS JOURNAL

PSDRNN: An Efficient and Effective HAR Scheme Based on Feature Extraction and Deep Learning

(2020) Xiao Li et al.   IEEE Transactions on Industrial Informatics

Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors

(2020) Martin Gjoreski et al.   Information Fusion

Vision-based human activity recognition: a survey

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

Smart Aging System: Uncovering the Hidden Wellness Parameter for Well-Being Monitoring and Anomaly Detection

(2019) Hemant Ghayvat et al.   SENSORS

Human Physical Activity Recognition Using Smartphone Sensors

(2019) Robert-Andrei Voicu et al.   SENSORS

A nifty collaborative analysis to predicting a novel tool (DRFLLS) for missing values estimation

(2019) Samaher Al-Janabi et al.   SOFT COMPUTING

Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification

(2019) Hamouda Chantar et al.   NEURAL COMPUTING & APPLICATIONS

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

(2019) Mohammed A. A. Al-qaness 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

A new method for prediction of air pollution based on intelligent computation

(2019) Samaher Al-Janabi et al.   SOFT COMPUTING

IoT Wearable Sensor and Deep Learning: An Integrated Approach for Personalized Human Activity Recognition in a Smart Home Environment

(2019) Valentina Bianchi et al.   IEEE Internet of Things Journal

Multi-objective feature selection based on artificial bee colony: An acceleration approach with variable sample size

(2019) Xiao-han Wang et al.   APPLIED SOFT COMPUTING

Human Action Recognition Using Deep Learning Methods on Limited Sensory Data

(2019) Nilay Tufek et al.   IEEE SENSORS JOURNAL

Bi-LSTM Network for Multimodal Continuous Human Activity Recognition and Fall Detection

(2019) Haobo Li et al.   IEEE SENSORS JOURNAL

Deep Learning Models for Real-time Human Activity Recognition with Smartphones

(2019) Shaohua Wan et al.   MOBILE NETWORKS & APPLICATIONS

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

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

Real-time human activity recognition from accelerometer data using Convolutional Neural Networks

(2018) Andrey Ignatov   APPLIED SOFT COMPUTING

Robust Human Activity Recognition using smartwatches and smartphones

(2018) Rubén San-Segundo et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A robust human activity recognition system using smartphone sensors and deep learning

(2018) Mohammed Mehedi Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

GCHAR: An efficient Group-based Context—aware human activity recognition on smartphone

(2018) Liang Cao et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Particle Swarm Optimization Feature Selection for Breast Cancer Recurrence Prediction

(2018) Sapiah Binti Sakri et al.   IEEE Access

A Novel Ensemble ELM for Human Activity Recognition Using Smartphone Sensors

(2018) Zhenghua Chen et al.   IEEE Transactions on Industrial Informatics

Adaptive Pooling Operators for Weakly Labeled Sound Event Detection

(2018) Brian McFee et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Wearable Computing for Internet of Things: A Discriminant Approach for Human Activity Recognition

(2018) Wei Lu et al.   IEEE Internet of Things Journal

A Novel Semisupervised Deep Learning Method for Human Activity Recognition

(2018) Qingchang Zhu et al.   IEEE Transactions on Industrial Informatics

Robust human activity recognition from depth video using spatiotemporal multi-fused features

(2017) Ahmad Jalal et al.   PATTERN RECOGNITION

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

SCA: A Sine Cosine Algorithm for solving optimization problems

(2016) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

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

(2016) Muhammad Shoaib et al.   SENSORS

Design and evaluation of a hybrid system for detection and prediction of faults in electrical transformers

(2015) Samaher Al-Janabi et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Human activity recognition using quasiperiodic time series collected from a single tri-axial accelerometer

(2015) Andrey D. Ignatov et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Binary bat algorithm

(2013) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

A Survey on Human Activity Recognition using Wearable Sensors

(2012) Oscar D. Lara et al.   IEEE Communications Surveys and Tutorials

Segmenting sensor data for activity monitoring in smart environments

(2012) Xin Hong et al.   Personal and Ubiquitous Computing

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