InnoHAR: A Deep Neural Network for Complex Human Activity Recognition
Xu, Cheng, Chai, Duo, He, Jie, Zhang, Xiaotong, Duan, Shihong·2019·IEEE Access
Cited by (333)
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- Predicting public assault incidents through AI-enabled human activity recognitionP Rahul, S. Rubin Bose, R. Regin, M Nishanth, P Roshan, Reshma Dhilip · 2023 · International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE)
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- A Multibranch LSTM-CNN Model for Human Activity RecognitionSaidul Kabir, Mosabber Uddin Ahmed, Md. Mosarrof Hossen, Muhammad E. H. Chowdhury · 2024 · Studies in computational intelligence
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- Human Activity Recognition Using Feedforward Backpropagation Neural NetworkFadi Al Debs, Makram El Jurdy, Elias Fares, Gaby Abou Haidar, Michel J. Owayjan, Roger Achkar · 2024 · International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT)
- Human Activity Recognition Using Advanced Machine Learning and Deep Learning TechniquesPurba Mukhopadhyay, Koushik Majumdar, Saikat Basu · 2025 · Lecture notes in networks and systems
- Geometric features based recurrent neural network-long short-term memory for human activity recognitionSuresh Kumar Badhagouni, Viswanadha Raju, Bharadwaj Vedadri Yoganand, Gaurav Pushkarna · 2025 · AIP conference proceedings
- Hybrid deep learning model for human activity recognition using smartphone and smart home dataAgti Nadia, Lyazid Sabri, Okba Kazar · 2025 · Journal of Ambient Intelligence and Smart Environments
- Self-adaptive uncertainty modeling and relation reasoning for cross-modal egocentric human action recognition in sportsZhangzhi Zhao, Chen He, Xun Jiang, Xing Xu · 2025 · Computers & Electrical Engineering
- On the Utilization of Sensor-Based Machine Learning Approaches for Human Activity RecognitionSaira Hamid, Tahir Javed, Aftab Khan, Saleem Iqbal · 2025 · Journal of Engineering and Applied Sciences , University of Engineering and Technology, Peshawar
- Performance Analysis of CNN Algorithm for Video Sequence in Human Activity DetectionA. D. Radhika, Jyothi S. Nayak · 2025 · Lecture notes in networks and systems
- Human Activity and Vehicle Classification using Smart Device Sensors with Machine Learning Assisted AlgorithmsAnjani Kumar Anjani · 2025 · Research Square
- A guideline for gesture recognition developers with triboelectric gloves: Key insights on handcrafted feature extraction approachThiago Simões Dias, José Jair Alves Mendes, Heitor Silvério Lopes, Thiago H. Silva, Sérgio Francisco Pichorim · 2025 · Biomedical Signal Processing and Control
- Fault Prognosis of Gearbox Based on Convolutional LSTM Autoencoder using Current Signal DataBac Viet Nguyen, Jae Wook Jeon · 2025 · International Conference on Control, Automation and Systems (ICCAS)
- Deep Learning for Abnormal Human Activity Detection: A Comprehensive Review of Technology, Evaluation parameters and Recent trends in Intelligent SurveillanceShweta S. Patil, U. L. Bombale · 2025 · IEEE International Conference for Women in Computing (InCoWoCo)
- TricP: A Novel Approach for Human Activity Recognition Using Tricky Predator Optimization Based on Inception and LSTMPalak Girdhar, Prashant Johri, Virmani Deepali, Osamah Ibrahim Khalaf, Fahima Hajjej, Wing-keung Wong, Sameer Algburi · 2026 · Telecom
- Fusion of AI and cloud in human activity recognition: potential and future directionsSudip Chatterjee, Pronaya Bhattacharya, Ashwani Kumar, Rajesh Gupta, Sudeep Tanwar, Yogi Patel, Kai Fang, Hailin Feng, Thippa Reddy Gadekallu · 2026 · PeerJ Computer Science
- Sensor-Based Activity Classification for Health Monitoring of Elderly People Using a Deep Convolutional Neural NetworkAnindya Jana, Pritam Adhikari, Suman De, Shrawtrik Bhattacharjee, Pawan Kumar Singh · 2026 · Communications in computer and information science
- Adaptive Gated Multimodal Fusion for Robust and Generalized Human Activity RecognitionSwati Gautam, Ankush Shrivastava · 2026 · Journal of Trends in Computer Science and Smart Technology
- 329Smart Systems Powered by K-Nearest Neighbors (KNN) and Bidirectional LSTMs for Real-Time Data ProcessingS. Rukmani Devi, P. Selvaraju, R. Ramprasad, S. Meenakshi, Chinnaraj Govindasamy, M. Rajasekar · 2025 · De Gruyter eBooks
- Deep learning and ontology-fuzzy inference system for elderly activity recognitionFatemeh Serpush, Behrooz Masoumi, Mohammad Bagher Menhaj, Babak Karasfi · 2026 · Multimedia Tools and Applications
- Intuitive Multi‐Scale Visual Feature Fusion for Automated Classification of Human ActivityVinay Gautam, Gaganpreet Kaur, ANURAG SINHA, Ashish Kumar Verma, Anindya Nag · 2026 · IET Cyber-Physical Systems Theory & Applications
- DMSCNet: A Dilated Multi-Scale Contrastive Attention Network for Sensor-Based Human Activity RecognitionQingshan Wu, Shengguang Chu, Kewen Li, Liechong Wang · 2026 · Applied Sciences
- TVCA-IF: A temporal-variable cross-attention interactive fusion network for multidimensional sensor-based human activity recognitionYipeng Xu, Hongji Xu, Weihao Li, Hao Zheng, Zhikai Xu, Dan Li, Peiquan Tian, Zihan Ruan, Yonghui Yu · 2026 · Information Sciences
- Exploring the impact of window size, overlap, and hyperparameter tuning on the performance of deep learning models in sensor-based human activity recognitionMariam El Ghazi, Noura Aknin · 2026 · Multimedia Tools and Applications
- An adaptive attention residual convolutional LSTM network for robust human activity recognition in healthy agingMohamed Abderrahmen Boulahia, Saber Benharzallah, Abdelkader Laouid, Faiza Titouna, Tahar Dilekh · 2026 · Multimedia Tools and Applications
- Complex Human Activities Recognition Using Smartphone Sensors: A Deep Learning Approachmubashar Saeed, Arshad Awan, Saira Hameed · 2024 · International Journal of Innovations in Science and Technology
- Dynamic ensemble learning model for Human Activity Recognition using wearable sensorsSarmad K. D. Alkhafaji, Huda Hadi Talib, Aqeel Sahi, Mohammed Diykh, Muntadher Alshaikh Ali, Hadi Ratham, Shahab Abdulla · 2026 · Intelligent Systems with Applications
- Recent innovation in vision-based human activity recognition: a systematic surveyDivya Yadav, Deepika Rani, Om Prakash Verma, Tarun Kumar Sharma · 2026 · Journal of Visual Communication and Image Representation