3 citations · 5 across the 8 of their papers we have counts for
8 papers
Unbalanced Fingerprint Classification for Hybrid Fingerprint Orientation Maps
Ravi Prakash, Sinnu Susan Thomas
This paper introduces a novel fingerprint classification technique based on a multi-layered fuzzy logic classifier. We target the cause of missed detection by identifying the finge…
Epidemic Control Modeling using Parsimonious Models and Markov Decision Processes
Edilson F. Arruda, Tarun Sharma, Rodrigo e A. Alexandre +1
Many countries have experienced at least two waves of the COVID-19 pandemic. The second wave is far more dangerous as distinct strains appear more harmful to human health, but it s…
Designing MacPherson Suspension Architectures using Bayesian Optimization
Sinnu Susan Thomas, Jacopo Palandri, Mohsen Lakehal-ayat +3
Engineering design is traditionally performed by hand: an expert makes design proposals based on past experience, and these proposals are then tested for compliance with certain ta…
Causal Discovery in Knowledge Graphs by Exploiting Asymmetric Properties of Non-Gaussian Distributions
Rohan Giriraj, Sinnu Susan Thomas
In recent years, causal modelling has been used widely to improve generalization and to provide interpretability in machine learning models. To determine cause-effect relationships…
Make Bipedal Robots Learn How to Imitate
Vishal Kumar, Sinnu Susan Thomas
Bipedal robots do not perform well as humans since they do not learn to walk like we do. In this paper we propose a method to train a bipedal robot to perform some basic movements…
Generalized State-Feedback Controller Synthesis for Underactuated Systems through Bayesian Optimization
Miguel A. Solis, Sinnu Susan Thomas
Underactuated systems pose the challenge of being able to control a plant whose degrees of freedom are not necessarily directly linked to an actuator or where such a relationship i…
A Novel Stochastic Epidemic Model with Application to COVID-19
Edilson F. Arruda, Rodrigo e Alvim Alexandre, Marcelo D. Fragoso +2
In this paper we propose a novel SEIR stochastic epidemic model. A distinguishing feature of this new model is that it allows us to consider a set up under general latency and infe…
Bayesian Optimized Event Based Epidemic Modeling in India
Olivi Thykkoottathil James, Sinnu Susan Thomas
Pandemic outbreak creates a life threatening situation around the world and for a while it feels as if it slows down the world. A lot of effort is being taken to mitigate the sprea…