|Assoc Prof A S Madhukumar||Modulation and multiple access schemes for future broadband systems
Advanced signal processing algorithms for wireless communication systems
Cognitive radio systems: algorithms and architectures
Cooperative Radio Systems for Mobile multi-hop networks
Ultra wideband radio systems for wireless personal area networks
|Asst Prof Abdulkadir C. Yucel||(i) Fast frequency and time domain electromagnetic simulators with applications to the VLSI/microwave/terahertz circuits, biomedical, photonics, wireless channel characterization, and analysis of highly inhomogeneous media.
(ii) Applications of machine learning, deep learning, and uncertainty quantification techniques to the electromagnetics
|Assoc Prof Alexei Sourin||Shape modeling, shared virtual environments, haptic interaction, new user interfaces, 3D web visualization, virtual surgery, scientific visualization, music visualization.
|Prof Alfred M Bruckstein||Variational Methods in Image Analysis and Synthesis,
Multi A(ge)nt Robotics and Applied Geometry
|Prof Alois C Knoll||Due to the major involvement in the Human Brain Project HBP, a European flagship project, over the last years his research focus has shifted more and more towards neurorobotics. With the neurorobotics platform, a sophisticated tool has been created that will allow both basic researchers in neuroscience and engineers in robotics to integrate their latest insights in theory and practice into fully operational applications for research and development. It can be expected that this platform will serve as a productivity booster both for virtual neuroscience and robotics.
• Multimodal human-robot interaction
• Sensor, sensor data processing, sensor fusion
• Medical robotics
• Natural-Language based retrieval and fusion of multimedia information
• Intelligent/Autonomous vehicles and multimodal mobility concepts
|Dr Althea Liang||Two-way and multi-way data analytics and middleware support for Web Services, cloud computing
AI and machine learning and its applications in service and cloud computing and supporting frameworks
|Assoc Prof Andy Khong Wai Hoong||Acoustic source localization
Microphone array signal processing
Machine learning algorithms for NLP applications
|Assoc Prof Anupam Chattopadhyay||Computing Architecture
|Assoc Prof Anwitaman Datta||Anwitaman Datta is interested in large-scale networked distributed information systems and social collaboration networks, self-organization and algorithmic issues of these systems and networks and their scalability, resilience, security and performance.
|Asst Prof Arijit Khan||Big-graphs management and analytics, with a focus on user-friendly, online querying and pattern mining in social and information networks, using scalable algorithms and machine learning techniques.
keywords: big-graphs, big-data, graph-systems, knowledge graphs, uncertain graphs, graph streams, databases, data mining, machine learning, algorithms.