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A Neural Network Approach to Modelling Hawkes Processes for Financial Applications
In 1971, Alan Hawkes introduced a set of stochastic point processes characterized by the unique feature that the incidence of an event heightened the likelihood of subsequent events, leading to the clustering of events. ...
Regress-Later with Interpretable Neural Networks for Pricing, Static hedging and Exposure management of Financial Derivatives
In the past two decades, there has been a significant growth in the trading of financial derivatives, witnessed in both Centralised Exchange and Over-The-Counter (OTC) markets. One of the main reasons for this growth is ...
Modelling Approaches for Planning Renewable Energy Transitions and Integrating Demand-Side Interventions in Electricity Systems
As global awareness of the devastating impacts of climate change is growing, nations are uniting to address the imperative of decarbonization. The electricity sector, known for its high carbon intensity, accounts for the ...
Development of Efficient Scheduling Algorithms for Dynamic Real Time Scheduling of Burn-in Oven(S) in Semiconductor Manufacturing
This study addresses dynamic and real-time scheduling of a bottleneck batch processing machine, particularly Burn-in Oven (BO) used in the testing stage of Semiconductor Manufacturing (SM) process to perform Burn-in operation ...
Sustainable Urban Mobility: Urban Public Transport Systems Sustainability Assessment
Urban public transport systems have become an inevitable choice to promote sustainable urban mobility in almost every city in the world. In India, buses are the most popular and convenient mode of transport in urban cities. ...
Development of Solution Methodologies for Berth Allocation Problem with Discrete Berth Layout (DBL), Dynamic Arrival of Vessels (DAV), Deterministic Handling Time (DHT) of Vessels, Vessel Time Windows (VTW) and Vessel Eligibility Criteria (VEC)
The Container Terminal (CT) act as an important node in a supply chain industry that connects water
and land for transportation of the containers carrying goods. A CT facilitates a vessel by allocating a
berth for unloading ...
Performance Measurement System for Researchers in Industrial R&D Organisations - A Study of Measurement Outcomes and Influence of Organisational Policies and Politics
Knowledge is power and it is this power that has transformed human race from a prey to a predator, from a cave dweller to a space traveller, from a meagre intelligent creature to an artificial intelligence propounder and ...
The Determinants and Phases of Tech Startup Emergence: An Empirical Analysis of Hardware-Based Tech Startups in India
Given the distinctive features of hardware-based tech startups that produce physically embodied systems (including electronics, electrical, electromechanical, mechanical, molecules, formulation, Biotech/Meditech devices, ...
Development of a Structural Model with Prioritizing and Ranking of Vital Enablers for Successful Adoption of Lean Production System in Indian SME
In today's competitive global business environment, every businesses must refine their manufacturing strategies to survive and thrive. Among various manufacturing strategies, the Lean Production System (LPS) stands out as ...
Measurement of the viral phenomenon: New methodological exploration
Viral phenomenon in marketing refers to the rapid growth and adoption pattern of a product, akin to a biological virus. Viral phenomenon can be defined as “a word-of-mouth diffusion process wherein a message is actively ...