Results
The Fifth Activity Recognition Challenge was successfully held and the results were announced during the International Conference on Activity and Behavior Computing (ABC2023), which was held in Kaiserslautern, Germany.
Winners
1st Place: Team Horizon
Title: Predictive Modeling for Heatstroke Risk Forecasting Integrating Physiological Features Using Ensemble Classifier
Authors: Md. Mamun Sheikh (University of Dhaka)*; Shahera Hossain (University of Asia Pacific, Bangladesh); Md Atiqur Rahman Ahad (University of East London)
2nd Place: Team Night Owls
Title: Personal Thermal Assessment using Feature Reduction and Machine Learning Techniques
Authors: Afsana Mimi (East West University)*; Md. Golam Rasul (University of Potsdam, Germany); Tanjila Alam Sathi (Islamic University of Technology ); Lutfun Nahar Lota (Islamic University of Technology )
3rd Place: The Insight Innovators and Convergence
Title: Enhancing Personalized Heatstroke Prevention: Forecasting Thermal Comfort Sensations through Data-driven Models
Authors: Md. Samiur Rahman (University of Asia Pacific); Ziaul Karim Asfi (University of Asia Pacific); Md Atik Shams (University of Asia Pacific); Md. Ifaj Hossan Omi (American International University-Bangladesh (AIUB)); Akhtaruzzaman Adnan (University of Asia Pacific), Shahera Hossain (University of Asia Pacific, Bangladesh)*;
Title: Clustering-based Feature Selection and Stacked Generalization Method to Offset Imbalanced Data for Thermal Stress Assessment
Authors: Iqbal Hassan (Ahsanullah University of Science and Technology)*; Shahera Hossain (University of Asia Pacific, Bangladesh); Md Atiqur Rahman Ahad (University of East London, UK)