Machine Learning & AI

At the forefront of technological innovation, Machine Learning involves crafting algorithms for autonomous learning, while AI simulates human intelligence. Integrating multi-agent systems and game theory enhances decision-making in complex environments, finding applications in finance, cybersecurity, and resource management.
19 result(s)
Privacy-protected AI Methods for Restricted Surveillance of Mobile Communications
Duan Lingjie, 2023, SUTD Kickstarter Initiative (SKI) Grant, 3 years, 500000
Privacy-protected AI Methods for Restricted Surveillance of Mobile Communications
Dynamic Crowdsourcing Mechanisms for Decarbonising Urban Passenger Transportation and Package Delivery
Duan Lingjie, 2023, Joint SMU-SUTD Grant, 2 years, 300000
Dynamic Crowdsourcing Mechanisms for Decarbonising Urban Passenger Transportation and Package Delivery
Fast Learning And Channel Hopping For Anti-Jamming Defense
Duan Lingjie, 2023, DSO National Laboratories, 1 year, 249997
Fast Learning And Channel Hopping For Anti-Jamming Defense
GPU-Accelerated Algorithms for Multi-Sensor Data Association for Multi-Target Tracking.
Nagi Rakesh, 2023
GPU-Accelerated Algorithms for Multi-Sensor Data Association for Multi-Target Tracking.
Hybrid AI/ML-Optimization Approaches to Cloud Native Workflow Scheduling,” IBM-Illinois Discovery Accelerator Institute
Nagi Rakesh, 2023, IBM-Illinois Discovery Accelerator Institute
Hybrid AI/ML-Optimization Approaches to Cloud Native Workflow Scheduling,” IBM-Illinois Discovery Accelerator Institute
Mitigating the Harm of Fentanyl through Holistic Demand/Supply-Chain Interventions and Equitable Resource Allocations,” National Science Foundation (USA)
Nagi Rakesh, 2023, National Science Foundation
Mitigating the Harm of Fentanyl through Holistic Demand/Supply-Chain Interventions and Equitable Resource Allocations,” National Science Foundation (USA)
Building Proposal Development Evaluation with Artificial Intelligence
Varvitsiotis Antonios, 2022, Urban Redevelopment Authority (URA), 3 years
Building Proposal Development Evaluation with Artificial Intelligence
Towards Co-clustering in Big Data: An optimization perspective
Lin Meixia, 2022, SUTD Kickstarter Initiative (SKI) Grant, 3 years, 470000
Towards Co-clustering in Big Data: An optimization perspective
Computer Science Approaches to Quantum Computing for Finance
Varvitsiotis Antonios, 2022, Quantum Engineering Programme (QEP) 2.0, 3 years
Computer Science Approaches to Quantum Computing for Finance
To Motivate Human-in-the-loop Learning of Complex Traffic Networks
Duan Lingjie, 2022, MOE AcRF Tier 2 Grant, 3 years, 700000
To Motivate Human-in-the-loop Learning of Complex Traffic Networks