Department >> CQEDS > Faculty

Qualification → PhD - JNU , M.Tech.(CS) - JNU and B.Tech(CSE) - BIT Mesra

Area of Interest →

• Machine learning 
• Object Oriented Software Metrics
• Soft Computing
• Software Cost Estimation
• Process Models 

Field of Interest → Software Engineering, Data Mining

Qualification → PhD

Area of Interest →

• Development Economics
• Political Economy
• Social Networks

Field of Interest → Development Economics, Political Economy, Social Networks

Qualification → Ph.D. (Fellow, IIM Calcutta)

Area of Interest →

Applied Statistics, Mathematical Demography, Labour Migration, Public Health, Health Analytics

Field of Interest →

Qualification → B.A. (Hons.), M.A., M.Phil., Ph.D. in Economics (Jadavpur University)

Area of Interest →

• International Trade policy
• Product Quality
• Labour market
• Monetary policy
• Infrastructure development
• Export promotion

Field of Interest →

Qualification → Ph.D. in Mathematics (IIT Kharagpur)

Area of Interest →

• Optimization theory
• Optimization under interval uncertainty
• Numerical optimization
• Portfolio optimization
• Interval matrices

Field of Interest → Optimization

Qualification → PhD

Area of Interest →

General Management  and Human Resource

Field of Interest → Human Resource

Qualification → Ph.D. (Computer Science)

Area of Interest →

• Quantum Machine Learning
• Hyperspectral Data Science
• Healthcare Data Science
• Financial Data Science
• Web Services Recommendation
• Geo-Spatial Data Science
• Artificial Intelligence

Field of Interest → Healthcare Stream Analytics, Vehicular Analytics, Climatic Data Science, Hyperspectral Image Processing, Precision Agriculture

Qualification → PhD (Mathematical Sciences- Statistics)

Area of Interest →

Bayesian Analysis, Bayesian Inferences

Field of Interest → Reliability, Copula Models

Qualification → Ph.D.

Area of Interest →

Law and Economics, Economics of Conflict, Geopolitics

Field of Interest → Law and Economics, Economics of Conflict, Microeconomics, Contract Economics

Qualification → PhD in Economics (IIT Patna)

Area of Interest →

Development Economics

International Economics

Environmental Sustainability

Firm Behavior

Field of Interest → Firm Behavior, Corporate Environmental Sustainability, International Economics

Qualification → PhD

Area of Interest →

• Statistical Classification Problem
• Bayesian Inference 
• Inference based on Censored Data
• Inference under the Equality Restrictions

Field of Interest → Bayesian Data Analysis, Statistical Inference , Decision Theory, Mathematical Statistics 

Qualification → Ph.D. in Computer Science (ISI Kolkata)

Area of Interest →

Biomedical Image Analysis

Deep Generative Modeling

Multi-View Data Analysis

Field of Interest → Machine Learning, Computer Vision, Fuzzy Set Theory

Qualification → PhD

Area of Interest →

Dynamical systems & control: Modelling forced or unforced evolution in a state space & establishing its stability and control. Theoretical & data driven system dynamics in statistical learning framework, computing system dynamics, stability & control to estimate perception, prediction & planning in an autonomous control system.
Statistical learning: Designing a predictive function in statistical learning framework with discriminative modelling (e.g. regression) or generative modelling (e.g. multi-modality with CVAE) by minimizing a suitable loss function. Transforming a learning problem as an optimization problem.
Optimization: first order & second order adaptive descent algorithms, interior point method for convex problems. Convexification or relaxation or breaking symmetry or introducing uncertainty in non-convex problems & transforming geometrical or physical intuition of the problem into a scalable optimization algorithm.

Field of Interest → Learning dynamical systems and control, autonomous control systems