Sakorn Mekruksavanich

57 papers C 2Journal 23Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Knowledge Distillation for Efficient Human Activity Recognition on Resource-Constrained Smartwatches. IEEE Access Yongliang Fan, Wikanda Phaphan, Anuchit Jitpattanakul, Sakorn Mekruksavanich
2025	J	`jnl`	A residual deep learning network for smartwatch-based user identification using activity patterns in daily living. Comput. Electr. Eng. Sakorn Mekruksavanich, Anuchit Jitpattanakul
2025	J	`jnl`	Accurate Fitness Activity Recognition Based on IMU Sensors Using Deep Residual Bidirectional Gated Recurrent Unit Network. IEEE Access Sakorn Mekruksavanich, Anuchit Jitpattanakul
2025	J	`jnl`	Efficient Wearable Sensor-Based Activity Recognition for Human-Robot Collaboration in Agricultural Environments. Informatics Sakorn Mekruksavanich, Anuchit Jitpattanakul
2024	—	`conf`	A Deep Multi-Task Learning Network for Activity Recognition and User Identification Using Smartphone Sensors. CENTERIS/ProjMAN/HCist Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul
2024	—	`conf`	A Hybrid Residual CNN with Channel Attention Mechanism for Continuous User Identification Using Wearable Motion Sensors. TSP Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul
2024	J	`jnl`	Deep Residual Network with a CBAM Mechanism for the Recognition of Symmetric and Asymmetric Human Activity Using Wearable Sensors. Symmetry Sakorn Mekruksavanich, Anuchit Jitpattanakul
2024	—	`conf`	Detecting Face-Touching Gestures with Smartwatches and Deep Learning Networks. TSP Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul
2024	—	`conf`	Efficient Residual Neural Network for Human Activity Recognition using WiFi CSI Signals. ICIEI Narit Hnoohom, Sakorn Mekruksavanich, Thanaruk Theeramunkong, Anuchit Jitpattanakul
2024	—	`conf`	Elevating Wearable Sensor Authentication with Hybrid Deep Learning and Squeeze-and-Excitation. ICCSA (2) Sakorn Mekruksavanich, Anuchit Jitpattanakul
2024	—	`conf`	Harnessing Deep Learning for Activity Recognition in Seniors' Daily Routines with Wearable Sensors. TSP Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul
2024	J	`jnl`	Identifying Smartphone Users Based on Activities in Daily Living Using Deep Neural Networks. Inf. Sakorn Mekruksavanich, Anuchit Jitpattanakul
2024	J	`jnl`	Improving Neural Network-Based Multi-Label Classification With Pattern Loss Penalties. IEEE Access Worawith Sangkatip, Phatthanaphong Chomphuwiset, Kaveepoj Bunluewong, Sakorn Mekruksavanich, Emmanuel Okafor, Olarik Surinta
2024	—	`conf`	Leveraging Residual Deep Neural Networks and Multi-Device Sensors for Heterogeneous Activity Recognition. TSP Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul
2024	—	`conf`	LowResIR-Net: Lightweight Residual Network for ADL Recognition Using Low-Resolution Infrared Sensor Data. CENTERIS/ProjMAN/HCist Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul
2024	—	`conf`	Modeling Life Insurance Business Growth in Thailand using SARIMAX and Multilayer Perceptron. ICCAE Wikanda Phaphan, Anuchit Jitpattanakul, Supika Huadsri, Kamon Budsaba, Wiyada Phapan, Sakorn Mekruksavanich
2024	—	`conf`	MotionNeXt: A Deep Learning Neural Network for Recognizing Human Motions Related Activities Using Inertial Sensors. ISCIT Sakorn Mekruksavanich, Datchakorn Tancharoen, Anuchit Jitpattanakul
2024	—	`conf`	Multimodal Stress and Boredom Detection via Smartwatch Sensors and Hybrid Deep Residual Network with CBAM. IEEE SENSORS Sakorn Mekruksavanich, Anuchit Jitpattanakul
2024	—	`conf`	Optimizing On-Body Sensor Placements for Deep Learning-Driven Human Activity Recognition. ICCSA (2) Sakorn Mekruksavanich, Anuchit Jitpattanakul
2024	J	`jnl`	Recognition of sports and daily activities through deep learning and convolutional block attention. PeerJ Comput. Sci. Sakorn Mekruksavanich, Wikanda Phaphan, Narit Hnoohom, Anuchit Jitpattanakul
2024	J	`jnl`	Wearable Sensor-Based Behavioral User Authentication Using a Hybrid Deep Learning Approach with Squeeze-and-Excitation Mechanism. Comput. Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	—	`conf`	A Comparative Study of Deep Learning Robustness for Sensor-based Human Activity Recognition. TSP Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	J	`jnl`	A Comprehensive Evaluation of State-of-the-Art Deep Learning Models for Road Surface Type Classification. Intell. Autom. Soft Comput. Narit Hnoohom, Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	J	`jnl`	A Deep Learning Network with Aggregation Residual Transformation for Human Activity Recognition Using Inertial and Stretch Sensors. Comput. Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	J	`jnl`	An Efficient ResNetSE Architecture for Smoking Activity Recognition from Smartwatch. Intell. Autom. Soft Comput. Narit Hnoohom, Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	J	`jnl`	Automatic Recognition of Construction Worker Activities Using Deep Learning Approaches and Wearable Inertial Sensors. Intell. Autom. Soft Comput. Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	—	`conf`	Classifying Activities of Electrical Line Workers Based on Deep Learning Approaches Using Wrist-Worn Sensor. JCSSE Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	—	`conf`	Deep Learning Approaches for Epileptic Seizures Recognition based on EEG Signal. TSP Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	C	`conf`	Deep Learning Networks for Complex Activity Recognition Based on Wrist-Worn Sensor. TENCON Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	J	`jnl`	Deep Pyramidal Residual Network for Indoor-Outdoor Activity Recognition Based on Wearable Sensor. Intell. Autom. Soft Comput. Sakorn Mekruksavanich, Narit Hnoohom, Anuchit Jitpattanakul
2023	J	`jnl`	Driving Activity Classification Using Deep Residual Networks Based on Smart Glasses Sensors. Intell. Autom. Soft Comput. Narit Hnoohom, Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	J	`jnl`	Effective Detection of Epileptic Seizures through EEG Signals Using Deep Learning Approaches. Mach. Learn. Knowl. Extr. Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	—	`conf`	Enhancing Sensor-Based Human Activity Recognition using Efficient Channel Attention. SENSORS Anuchit Jitpattanakul, Sakorn Mekruksavanich
2023	—	`conf`	Free-Weight Exercise Activity Recognition using Deep Residual Neural Network based on Sensor Data from In-Ear Wearable Devices. TSP Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	C	`conf`	Human Activity Recognition in Logistics Using Wearable Sensors and Deep Residual Network. TENCON Sakorn Mekruksavanich, Datchakorn Tancharoen, Anuchit Jitpattanakul
2023	—	`conf`	Position-aware Human Activity Recognition with Smartphone Sensors based on Deep Learning Approaches. TSP Sakorn Mekruksavanich, Anuchit Jitpattanakul
2023	J	`jnl`	Pre-Impact and Impact Fall Detection Based on a Multimodal Sensor Using a Deep Residual Network. Intell. Autom. Soft Comput. Narit Hnoohom, Sakorn Mekruksavanich, Anuchit Jitpattanakul
2022	—	`conf`	A Deep Learning-based Model for Human Activity Recognition using Biosensors embedded into a Smart Knee Bandage. ITQM Sakorn Mekruksavanich, Ponnipa Jantawong, Anuchit Jitpattanakul
2022	—	`conf`	A Hybrid Deep Neural Network for Classifying Transportation Modes based on Human Activity Vibration. KST Sakorn Mekruksavanich, Ponnipa Jantawong, Ilsun You, Anuchit Jitpattanakul
2022	—	`conf`	A Novel Deep BiGRU-ResNet Model for Human Activity Recognition using Smartphone Sensors. JCSSE Sakorn Mekruksavanich, Ponnipa Jantawong, Narit Hnoohom, Anuchit Jitpattanakul
2022	—	`conf`	Deep Learning Models for Daily Living Activity Recognition based on Wearable Inertial Sensors. JCSSE Sakorn Mekruksavanich, Ponnipa Jantawong, Narit Hnoohom, Anuchit Jitpattanakul
2022	J	`jnl`	Deep Residual Network for Smartwatch-Based User Identification through Complex Hand Movements. Sensors Sakorn Mekruksavanich, Anuchit Jitpattanakul
2022	—	`conf`	Deep Residual Networks for Human Activity Recognition based on Biosignals from Wearable Devices. TSP Sakorn Mekruksavanich, Ponnipa Jantawong, Anuchit Jitpattanakul
2022	—	`conf`	Hierarchical Human Activity Recognition Based on Smartwatch Sensors Using Branch Convolutional Neural Networks. MIWAI Narit Hnoohom, Nagorn Maitrichit, Sakorn Mekruksavanich, Anuchit Jitpattanakul
2022	—	`conf`	Multi-resolution CNN for Lower Limb Movement Recognition Based on Wearable Sensors. MIWAI Narit Hnoohom, Pitchaya Chotivatunyu, Sakorn Mekruksavanich, Anuchit Jitpattanakul
2022	—	`conf`	Recognizing Driver Activities Using Deep Learning Approaches Based on Smartphone Sensors. MIWAI Sakorn Mekruksavanich, Ponnipa Jantawong, Narit Hnoohom, Anuchit Jitpattanakul
2022	J	`jnl`	ResNet-SE: Channel Attention-Based Deep Residual Network for Complex Activity Recognition Using Wrist-Worn Wearable Sensors. IEEE Access Sakorn Mekruksavanich, Anuchit Jitpattanakul, Kanokwan Sitthithakerngkiet, Phichai Youplao, Preecha P. Yupapin
2022	—	`conf`	Smartwatch-based Eating Detection and Cutlery Classification using a Deep Residual Network with Squeeze-and-Excitation Module. TSP Sakorn Mekruksavanich, Ponnipa Jantawong, Anuchit Jitpattanakul
2022	J	`jnl`	Sport-Related Activity Recognition from Wearable Sensors Using Bidirectional GRU Network. Intell. Autom. Soft Comput. Sakorn Mekruksavanich, Anuchit Jitpattanakul
2022	—	`conf`	Wearable Fall Detection Based on Motion Signals Using Hybrid Deep Residual Neural Network. MIWAI Sakorn Mekruksavanich, Ponnipa Jantawong, Narit Hnoohom, Anuchit Jitpattanakul
2021	J	`jnl`	Deep Learning Approaches for Continuous Authentication Based on Activity Patterns Using Mobile Sensing. Sensors Sakorn Mekruksavanich, Anuchit Jitpattanakul
2021	J	`jnl`	LSTM Networks Using Smartphone Data for Sensor-Based Human Activity Recognition in Smart Homes. Sensors Sakorn Mekruksavanich, Anuchit Jitpattanakul
2021	—	`conf`	Location-based Daily Human Activity Recognition using Hybrid Deep Learning Network. JCSSE Sakorn Mekruksavanich, Chanon Promsakon, Anuchit Jitpattanakul
2020	J	`jnl`	Enhanced Hand-Oriented Activity Recognition Based on Smartwatch Sensor Data Using LSTMs. Symmetry Sakorn Mekruksavanich, Anuchit Jitpattanakul, Phichai Youplao, Preecha P. Yupapin
2020	—	`conf`	Smartwatch-based Human Activity Recognition Using Hybrid LSTM Network. IEEE SENSORS Sakorn Mekruksavanich, Anuchit Jitpattanakul
2017	—	`conf`	Human Activity Recognition Using Triaxial Acceleration Data from Smartphone and Ensemble Learning. SITIS Narit Hnoohom, Sakorn Mekruksavanich, Anuchit Jitpattanakul
2017	—	`conf`	Identifying Behavioral Design Flaws in Evolving Object-Oriented Software Using an Ontology-Based Approach. SITIS Sakorn Mekruksavanich