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Data Science & Analytics

This field, situated at the intersection of technology, statistics, and business strategy, is dedicated to extracting valuable insights from diverse datasets. Utilizing advanced algorithms and machine learning techniques, data scientists analyze information to uncover patterns, trends, and correlations, driving innovation across industries.
Faculty
Projects
Publications
23 result(s)
Quasispecies Analysis of SARS-CoV-2 via Non-convex Tensor Completion
Lin Meixia (Pi), 2023, Temasek Labs@SUTD, 1 year, $100,000

Quasispecies Analysis of SARS-CoV-2 via Non-convex Tensor Completion

GPU-Accelerated Algorithms for Multi-Sensor Data Association for Multi-Target Tracking.
Nagi Rakesh (Pi), 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 (Pi), 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 (Pi), 2023, National Science Foundation

Mitigating the Harm of Fentanyl through Holistic Demand/Supply-Chain Interventions and Equitable Resource Allocations,” National Science Foundation (USA)

The Impacts of On-demand Platforms under Individual Choice Endogeneity
Xu Ying (Pi), 2023, MOE Tier 2 Grant, 3 years, $380,000

The Impacts of On-demand Platforms under Individual Choice Endogeneity

Building Proposal Development Evaluation with Artificial Intelligence
Varvitsiotis Antonios (Pi), 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 (Pi), 2022, SUTD Kickstarter Initiative (SKI) Grant, 3 years, $470,000

Towards Co-clustering in Big Data: An Optimization Perspective

Airfield and Airspace Management
Antunes Ribeiro Nuno (Pi), 2022, Civil Aviation Authority of Singapore, 2 years, $600,000

Airfield and Airspace Management

Computer Science Approaches to Quantum Computing for Finance
Varvitsiotis Antonios (Pi), 2022, Quantum Engineering Programme (QEP) 2.0, 3 years

Computer Science Approaches to Quantum Computing for Finance

Rapid Evaluation Tools Within the Intelligent Optimisation Platform
Antunes Ribeiro Nuno (Pi), 2021, NRF (Aviation Transformation Programme), 2 years, $500,000

Rapid Evaluation Tools Within the Intelligent Optimisation Platform