Leaderboards/Context-Aware Activity Recognition Systems

Context-Aware Activity Recognition Systems

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Quyuan Luo
Southwest Jiaotong University
2
Zhiwen Xiao
Southwest Jiaotong University
3
Raghubir Singh
Mimar Sinan Güzel Sanatlar Üniversitesi
4
Kuldeep Mahato
University of California System
5
Mst. Alema Khatun
Jahangirnagar University
6
Rahul Jain
National Institute of Fashion Technology
7
Marwa El-Geneedy
Damietta University
8
Heilym Ramirez
Pontificia Universidad Católica de Valparaíso
9
Nurul Amin Choudhury
National Institute Of Technology Silchar
10
Iveta Dirgová Ľuptáková
University of Ss. Cyril and Methodius in Trnava

Rising Stars Papers

1
Hybrid multimodal wearable sensors for comprehensive health monitoring
Nature Electronics|2024
308 cit.
2
Densely Knowledge-Aware Network for Multivariate Time Series Classification
IEEE Transactions on Systems Man and Cybernetics Systems|2024
154 cit.
3
DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification
IEEE Transactions on Cognitive and Developmental Systems|2024
98 cit.
4
Federated Contrastive Learning With Feature-Based Distillation for Human Activity Recognition
IEEE Transactions on Computational Social Systems|2025
73 cit.
5
Energy-Efficient Trajectory Optimization With Wireless Charging in UAV-Assisted MEC Based on Multi-Objective Reinforcement Learning
IEEE Transactions on Mobile Computing|2024
48 cit.
6
Heterogeneous Mutual Knowledge Distillation for Wearable Human Activity Recognition
IEEE Transactions on Neural Networks and Learning Systems|2025
46 cit.
7
Self-Bidirectional Decoupled Distillation for Time Series Classification
IEEE Transactions on Artificial Intelligence|2024
42 cit.
8
Knowledge Aggregation Transformer Network for Multivariate Time Series Classification
IEEE Transactions on Big Data|2025
22 cit.
9
Biosensor Strip for Rapid On‐site Assessment of Levodopa Pharmacokinetics along with Motor Performance in Parkinson's Disease
Angewandte Chemie International Edition|2024
18 cit.
10
Adversarial Reinforcement Learning Based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication
IEEE Transactions on Mobile Computing|2024
13 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Tao Zhang
South China Agricultural University
2
Uzoma Rita Alo
Funai Electric (Japan)
3
Hanyu Wang
Qingdao Academy of Intelligent Industries
4
Sharon A. Kidd
University of California, San Francisco
5
Xian Chen
Zigong First People's Hospital
6
Ahmad Jalal
Korea University
7
Md. Rashedul Islam
Pabna University of Science and Technology
8
Stavroula Ntoa
Foundation for Research and Technology Hellas
9
Jeungeun Song
Huazhong University of Science and Technology
10
Limin Paul Fu
Alibaba Group (United States)

Emerging Leaders Papers

1
Metamaterial sensor based on rectangular enclosed adjacent triple circle split ring resonator with good quality factor for microwave sensing application
Scientific Reports|2022
109 cit.
2
Automate Appliances via Gestures Recognition for Elderly Living Assistance
Unknown Journal|2023
102 cit.
3
Smart Home Automation-Based Hand Gesture Recognition Using Feature Fusion and Recurrent Neural Network
Sensors|2023
74 cit.
4
Intelligent Localization and Deep Human Activity Recognition through IoT Devices
Sensors|2023
60 cit.
5
Advanced IoT-Based Human Activity Recognition and Localization Using Deep Polynomial Neural Network
IEEE Access|2024
59 cit.
6
Robust Object Recognition with Genetic Algorithm and Composite Saliency Map
Unknown Journal|2024
57 cit.
7
A Wearable Inertial Sensor Approach for Locomotion and Localization Recognition on Physical Activity
Sensors|2024
53 cit.
8
CNN-Based Object Detection via Segmentation Capabilities in Outdoor Natural Scenes
IEEE Access|2024
53 cit.
9
Traffic Surveillance System: Robust Multiclass Vehicle Detection and Classification
Unknown Journal|2024
51 cit.
10
Smart Traffic Monitoring through Drone Images via Yolov5 and Kalman Filter
Unknown Journal|2024
46 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Timo Jämsä
Oulu University Hospital
2
Moussa Ayyash
Chicago State University
3
Lanyu Xu
Oakland University
4
Andrew T. Campbell
Dartmouth College
5
Mani Srivastava
Amazon (United States)
6
Diane J. Cook
Washington State University
7
Dahua Lin
Shanghai Artificial Intelligence Laboratory
8
Rajkumar Buyya
Queensland University of Technology
9
Deborah Estrin
Cornell University
10
Thiemo Voigt
Uppsala University

Current Senior Leaders Papers

1
Sensitivity and False Alarm Rate of a Fall Sensor in Long-Term Fall Detection in the Elderly
Gerontology|2014
19k cit.
2
Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications
IEEE Communications Surveys & Tutorials|2015
8.3k cit.
3
Edge Computing: Vision and Challenges
IEEE Internet of Things Journal|2016
7.9k cit.
4
Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility
Future Generation Computer Systems|2008
5.9k cit.
5
Directed diffusion
Unknown Journal|2000
5.4k cit.
6
CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms
Software Practice and Experience|2010
4.9k cit.
7
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
Proceedings of the AAAI Conference on Artificial Intelligence|2018
4.8k cit.
8
GPS-less low-cost outdoor localization for very small devices
IEEE Personal Communications|2000
3.6k cit.
9
Unsupervised Feature Learning via Non-parametric Instance Discrimination
Unknown Journal|2018
3.6k cit.
10
Geography-informed energy conservation for Ad Hoc routing
Unknown Journal|2001
2.8k cit.

Reagents for Context-Aware Activity Recognition Systems

Citation-validated products used in this field

🔥 Trending

Gaining adoption fast

⭐ Top Rated

Best all-around

Cell Signaling TechnologyEvidence 66

Phospho-Scribble (Ser1220) (D8A2) Rabbit Monoclonal Antibody

#12316$176,415
View Evidence →
Cell Signaling TechnologyEvidence 66

Phospho-4E-BP1 (Thr37/46) (236B4) Rabbit Monoclonal Antibody (SignalFlex™ Alexa Fluor® 555 Conjugate)

#74958$486
View Evidence →
Cell Signaling TechnologyEvidence 64

Stat2 (D9J7L) Rabbit Monoclonal Antibody (InTraSeq™ 3' Conjugate 3093)

#84800$434
View Evidence →

🌟 All-Time

Most validated

Cell Signaling TechnologyEvidence 66

Ubiquityl-Histone H2A (Lys119) (D27C4) Rabbit Monoclonal Antibody (BSA and Azide Free)

Cited in 7 papers
#45772$898
View Evidence →
Cell Signaling TechnologyEvidence 65

PathScan® Total NF-kappaB p65 Sandwich ELISA Kit

#7174$66,129,740
View Evidence →
Cell Signaling TechnologyEvidence 66

Smac/Diablo (79-1-83) Mouse Monoclonal Antibody (BSA and Azide Free)

#19293$865
View Evidence →