Shruti Kohli

Shruti Kohli is working as a lead researcher in an area of Big Data Analytics, Birmingham Centre for Railway Research and Education. Her current research revolves around Big Data application and machine learning, working on IoT sensor data for mining health of rail assets. On Academics front, She holds Ph.D. in Technology and MPhil in Operational research, and has worked with India’s leading Universities, BIT Mesra Deemed University, IP University, UPT University for 12+ years doing research and teaching in Computer Sciences. With two Ph.D. near submission, she has built a strong research base. She has a keen interest in an area of Information retrieval, Operational Research, Data Mining, Web Analytics, Simulation, and Modelling. She had been working with open crowd source data and is totally fascinated by the variety of user behavior patterns over the net and have the keen interest in web analytics. She has many publications in national and international journals and has presented the paper at international conferences

Publications

Innovative Applications of Big Data in the Railway Industry
Innovative Applications of Big Data in the Railway Industry
Shruti Kohli, A.V. Senthil Kumar, John M. Easton, Clive Roberts. © 2018. 395 pages.
Use of big data has proven to be beneficial within many different industries, especially in the field of engineering; however, infiltration of this type of technology into more...
Application of Big Data Technologies for Quantifying the Key Factors Impacting Passenger Journey in a Multi-Modal Transportation Environment
Application of Big Data Technologies for Quantifying the Key Factors Impacting Passenger Journey in a Multi-Modal Transportation Environment
Shruti Kohli, Shanthini Muthusamy. © 2018. 29 pages.
Transportation systems are designed to run in normal conditions. The occurrence of planned works, unscheduled major events or disturbances can affect the transportation services...
Exploring Cyber Security Vulnerabilities in the Age of IoT
Exploring Cyber Security Vulnerabilities in the Age of IoT
Shruti Kohli. © 2018. 15 pages.
The modernization of rail control systems has resulted in an increasing reliance on digital technology and increased the potential for security breaches and cyber-attacks....