Arindam Roy
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View article: Genetic Algorithm Optimized Vision Transformer Based Transfer Learning Approach for Early Prediction of Chronic Kidney Disease
Genetic Algorithm Optimized Vision Transformer Based Transfer Learning Approach for Early Prediction of Chronic Kidney Disease Open
Chronic Kidney Disease (CKD) is an ongoing health issue defined by the slow decline in kidney performance over a prolonged period. This condition can escalate to kidney failure, which is life-threatening without the absence of dialysis or …
View article: Improving neural machine translation by integrating transliteration for low-resource English–Assamese language
Improving neural machine translation by integrating transliteration for low-resource English–Assamese language Open
In machine translation (MT), one of the challenging tasks is to translate the proper nouns and technical terms from the source language to the target language while preserving the phonetic equivalent of original term. Machine transliterati…
View article: Spectral Antisymmetry of Twisted Graph Adjacency
Spectral Antisymmetry of Twisted Graph Adjacency Open
We address a prime counting problem across the homology classes of a graph, presenting a graph-theoretical Dirichlet-type analogue of the prime number theorem. The main machinery we have developed and employed is a spectral antisymmetry th…
View article: Glucocorticoid Receptor Interacts with B-cell Lymphoma 2 for Domineering Aggressiveness of Breast Cancer: An Observational Study
Glucocorticoid Receptor Interacts with B-cell Lymphoma 2 for Domineering Aggressiveness of Breast Cancer: An Observational Study Open
Background: Steroid hormone receptors (HRs) such as estrogen receptor/progesterone receptor are routinely used for stratifying breast cancer (BC) patients during endocrine-targeted therapy, except triple-negative BCs which lack these recep…
View article: Identification of Trajectory Anomalies on Video Surveillance Systems
Identification of Trajectory Anomalies on Video Surveillance Systems Open
Recently, CCTV surveillance applications have remarkably developed for public welfare. However, the investigation of different techniques for online implementation is always significantly restricted. Numerous implementations propose for de…
View article: Language Translation Using Artificial Intelligence
Language Translation Using Artificial Intelligence Open
Language is the unit of our whole communication system. As we all know there are many languages in our world depending on their geographical location, so to remove this language differences or language barrier ,here we explain language tra…
View article: Acquisition, Segmentation, and Diagnosis of Imaging Data Using Artificial Intelligence Techniques for COVID-19
Acquisition, Segmentation, and Diagnosis of Imaging Data Using Artificial Intelligence Techniques for COVID-19 Open
The global coronavirus disease pandemic of 2019 (COVID-19) is escalating. In the global fight against COVID19, medical imaging such as computed tomography (CT) and X-rays is crucial, and recently developed artificial intelligence (AI) tech…
View article: Can Ensemble Machine Learning Methods Predict Stock Returns for Indian Banks Using Technical Indicators?
Can Ensemble Machine Learning Methods Predict Stock Returns for Indian Banks Using Technical Indicators? Open
This paper develops ensemble machine learning models (XGBoost, Gradient Boosting, and AdaBoost in addition to Random Forest) for predicting stock returns of Indian banks using technical indicators. These indicators are based on three broad…
View article: Educational Assistance Bot
Educational Assistance Bot Open
An Internet bot performs automated tasks over the Internet. This software application is also known as a web robot or robot or simply bot, Typically, bots runs simple and structurally repetitive tasks, at a much higher rate than would be p…
View article: A hybrid multi-objective carpool route optimization technique using genetic algorithm and A* algorithm
A hybrid multi-objective carpool route optimization technique using genetic algorithm and A* algorithm Open
Carpooling has gained considerable importance in developed as well as in developing countries as an effective solution for controlling vehicular pollution, both sound and air. As carpooling decreases the number of vehicles used by commuter…
View article: Trans Pulmonary Closure of an Aorto-Pulmonary Window in a patient of Tetralogy of Fallot: A case report
Trans Pulmonary Closure of an Aorto-Pulmonary Window in a patient of Tetralogy of Fallot: A case report Open
We present a case of Tetralogy of Fallot accompanied by a type II Aorto-Pulmonary Window with severe pulmonary arterial hypertension in a pediatric patient. A successful repair of TOF with trans-pulmonary patch closure of APW was done.
View article: <strong></strong><strong>A Step Forward to Revolutionise Intrusion<strong>Detection System Using Deep Convolution Neural Network</strong></strong>
<strong></strong><strong>A Step Forward to Revolutionise Intrusion<strong>Detection System Using Deep Convolution Neural Network</strong></strong> Open
Cyber security plays an important role to protect our computer, network, program and data from unauthorized access. Intrusion detection system (IDS) and intrusion prevention system (IPS) are two main categories of cyber security, designed …
View article: Hierarchical Bayesian Approach for Improving Weights for Solving\n Multi-Objective Route Optimization Problem
Hierarchical Bayesian Approach for Improving Weights for Solving\n Multi-Objective Route Optimization Problem Open
The weighted sum method is a simple and widely used technique that scalarizes\nmultiple conflicting objectives into a single objective function. It suffers\nfrom the problem of determining the appropriate weights corresponding to the\nobje…
View article: Bayesian Hierarchical Multi-Objective Optimization for Vehicle Parking\n Route Discovery
Bayesian Hierarchical Multi-Objective Optimization for Vehicle Parking\n Route Discovery Open
Discovering an optimal route to the most feasible parking lot has been a\nmatter of concern for any driver which aggravates further during peak hours of\nthe day and at congested places leading to considerable wastage of time and\nfuel. Th…
View article: A Mathematical Model to Estimate Soil Parameters using Wireless Sensor: An Efficient Way of Data Collection in Precision Agriculture
A Mathematical Model to Estimate Soil Parameters using Wireless Sensor: An Efficient Way of Data Collection in Precision Agriculture Open
Environmental and field parameters have high impact on agricultural productivity. The environmental parameters include temperature, humidity, rainfall and wind direction etc. whereas field parameters include salinity, nutrient content, oxy…
View article: Solution of Cluster Traveling Salesman Problem using Heuristic Based Genetic Algorithm with Risk Constraint
Solution of Cluster Traveling Salesman Problem using Heuristic Based Genetic Algorithm with Risk Constraint Open
This is a heuristic investigation with risk constraint for solving the traveling salesman problem (TSP) dividing given vertices (nodes) between a prespecified number of clusters. A Heuristic based Genetic Algorithm (HbGA) is applied on eac…
View article: AN ANALYSIS OF VARIOUS FUNCTION IN WIRELESS SENSOR NETWORK APPLIED IN PRECISION AGRICULTURE
AN ANALYSIS OF VARIOUS FUNCTION IN WIRELESS SENSOR NETWORK APPLIED IN PRECISION AGRICULTURE Open
Precision Agriculture is the idea of instantaneous observation of environmental and field parameters like soil moisture, humidity, temperature, soil PH etc. and transfer of the values of those parameters to the remote central server, which…
View article: A novel memetic genetic algorithm for solving traveling salesman problem based on multi-parent crossover technique
A novel memetic genetic algorithm for solving traveling salesman problem based on multi-parent crossover technique Open
In the present study, a Novel Memetic Genetic Algorithm (NMGA) is developed to solve the Traveling Salesman Problem (TSP). The proposed NMGA is the combination of Boltzmann probability selection and a multi-parent crossover technique with …
View article: Rough Genetic Algorithm for Constrained Solid TSP with Interval Valued Costs and Times
Rough Genetic Algorithm for Constrained Solid TSP with Interval Valued Costs and Times Open
This paper presents new rough set based genetic algorithms (RSGAs) to solve constrained solid travelling salesman problems (CSTSPs) with restricted conveyances (CSTSPwR) having uncertain costs and times as interval values. To grow the impr…
View article: Computation of synthetic seismogram in real earth model by eigen function expansion
Computation of synthetic seismogram in real earth model by eigen function expansion Open
The method of eigen function expansion has been used in the present study to compute synthetic or theoretical seismogram in layered elastic half-space of real earth model. Simple dislocation source model has been considered. The transverse…
View article: Error functions, Mordell integrals and an integral analogue of partial\n theta function
Error functions, Mordell integrals and an integral analogue of partial\n theta function Open
A new transformation involving the error function $\\textup{erf}(z)$, the\nimaginary error function $\\textup{erfi}(z)$, and an integral analogue of a\npartial theta function is given along with its character analogues. Another\ncomplement…