Prashant Reddy
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View article: Hybrid Renewable Energy Systems and Their Optimization in Smart Grids
Hybrid Renewable Energy Systems and Their Optimization in Smart Grids Open
The growing adoption of hybrid renewable energy systems (HRES) necessitates advanced optimization strategies to ensure efficiency, reliability, and sustainability in modern power grids. The integration of multi-technology energy storage so…
View article: Smart Grid Architectures for Efficient Solar Power Distribution and Management
Smart Grid Architectures for Efficient Solar Power Distribution and Management Open
The integration of solar energy into smart grid architectures presents a significant opportunity for enhancing the efficiency, sustainability, and resilience of modern energy systems. However, the complexity of managing renewable energy so…
View article: A study on the importance of mutual funds as an investment tool
A study on the importance of mutual funds as an investment tool Open
Mutual Funds play an important role in helping small, medium and large savers across the globe by reducing risk and increasing return. Mutual Funds have contributed in a big way in the transformation of Indian economy by setting a platform…
View article: Tradeoffs in Streaming Binary Classification under Limited Inspection Resources
Tradeoffs in Streaming Binary Classification under Limited Inspection Resources Open
Institutions are increasingly relying on machine learning models to identify and alert on abnormal events, such as fraud, cyber attacks and system failures. These alerts often need to be manually investigated by specialists. Given the oper…
View article: Factored Models for Multiscale Decision-Making in Smart Grid Customers
Factored Models for Multiscale Decision-Making in Smart Grid Customers Open
Active participation of customers in the management of demand, and renewable energy supply, is a critical goal of the Smart Grid vision. However, this is a complex problem with numerous scenarios that are difficult to test in field project…
View article: Recommending missing and suspicious links in multiplex financial networks
Recommending missing and suspicious links in multiplex financial networks Open
Many complex systems in finance can be modeled as multiplex networks, or networks which depict multiple types of interactions between entities. We consider the problem of detecting missing and suspicious interactions in multiplex financial…
View article: DocuBot : Generating financial reports using natural language interactions
DocuBot : Generating financial reports using natural language interactions Open
The financial services industry perpetually processes an overwhelming amount of complex data. Digital reports are often created based on tedious manual analysis as well as visualization of the underlying trends and characteristics of data.…
View article: Calibration of Shared Equilibria in General Sum Partially Observable Markov Games
Calibration of Shared Equilibria in General Sum Partially Observable Markov Games Open
Training multi-agent systems (MAS) to achieve realistic equilibria gives us a useful tool to understand and model real-world systems. We consider a general sum partially observable Markov game where agents of different types share a single…
View article: Bayesian Consensus: Consensus Estimates from Miscalibrated Instruments under Heteroscedastic Noise
Bayesian Consensus: Consensus Estimates from Miscalibrated Instruments under Heteroscedastic Noise Open
We consider the problem of aggregating predictions or measurements from a set of human forecasters, models, sensors or other instruments which may be subject to bias or miscalibration and random heteroscedastic noise. We propose a Bayesian…
View article: Heuristics for Link Prediction in Multiplex Networks
Heuristics for Link Prediction in Multiplex Networks Open
Link prediction, or the inference of future or missing connections between entities, is a well-studied problem in network analysis. A multitude of heuristics exist for link prediction in ordinary networks with a single type of connection. …
View article: Comparative Study of Platelet count and C-Reactive Protein among Gram Positive, Gram Negative and Fungal Sepsis in Newborns
Comparative Study of Platelet count and C-Reactive Protein among Gram Positive, Gram Negative and Fungal Sepsis in Newborns Open