TARU PUBLICATIONS
 Journal of Statistics and Management Systems cover
Hybrid ·Peer-reviewed·ISSN (Online): 2169-0014·ISSN (Print): 0972-0510

Monthly Journal: Publishes peer-reviewed aticles on theoretical and applied statistics and management systems, expoloring industrial statistics, actuarial and decision sciences.

Issues up to 2022 co-published with and available at:Taylor & Francis Online
submissions@tarupublications.com
Volume 26·Issue 1·December 2022·23 ArticlesSpecial Issue

Volume 26, Issue 1

Articles

Open Access Research Article·pp. i–vi·Vol. 26, Issue 1Dec 2022

Special Issue on : Metaheuristics in Optimization: A Solution to Multi-Objective Engineering Problems  Foreword by Guest Editors and Contents

Mihir Narayan Mohanty, Bibhuprasad Mohanty, Mitrabinda Ray, Bichitrananda Patra

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-26-1-Foreword

In this paper: Optimization techniques are used in our daily lives. The optimization algorithms solve a great variety of applied problems in diverse areas: medicine, manufacturing, transportation, supply chain, fina...

AbstractFull Text PDF (109 KB)Views: 146Downloads: 52Citations: 0
Open Access Research Article·pp. 1–12·Vol. 26, Issue 1Dec 2022

Economic environmental dispatch of combined wind and thermal power system

Sangita R. Kar, Deba P. Dash, Renu Sharma

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-942

In this paper: For successful operation of a power generating station, Economic Emission Dispatch (EED) of a thermal and wind power combination becomes a serious concern as it commits the distribution of production...

AbstractReferencesFull Text PDF (389 KB)Views: 135Downloads: 56Citations: 0
Open Access Research Article·pp. 13–22·Vol. 26, Issue 1Dec 2022

Empirical analysis of machine learning techniques for prediction of indian exchange rate

Trilok Nath Pandey, Nrusingha Tripathy, Sarbeswar Hota, Bichitrananda Patra

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-943

In this paper: Throughout the past few decades, there has been a dramatic surge in the currency market. The adjustments show a vital role in balancing the market’s characteristics. As a result, accurate change price...

AbstractReferencesFull Text PDF (604 KB)Views: 207Downloads: 51Citations: 0
Open Access Research Article·pp. 23–34·Vol. 26, Issue 1Dec 2022

Modified PSO tuned two stage lead lag STATCOM control action for small signal stability enhancement of variable wind integrated power system

Samarjeet Satapathy, Narayan Nahak, Bikram Nayak

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-944

In this paper: In this work Modified PSO (MPSO) is proposed to tune two stage lead lag control action based on STATCOM for enhancing small signal stability of an intermittent wind source penetrated power system. The...

AbstractReferencesFull Text PDF (615 KB)Views: 180Downloads: 53Citations: 0
Open Access Research Article·pp. 35–41·Vol. 26, Issue 1Dec 2022

Circularly polarized cup shaped patch antenna for Ku band application

Hirak Keshari Behera, Laxmi Prasad Mishra

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-945

In this paper: A simple and compact antenna with dual band along with dual circular polarization is designed. The proposed antenna resembles a cup like shape which is actually a semicircle attached to the microstrip...

AbstractReferencesFull Text PDF (401 KB)Views: 180Downloads: 41Citations: 2
Open Access Research Article·pp. 43–52·Vol. 26, Issue 1Dec 2022

Optimal fractional SSSC damping action for variable wind penetrations

Sankalpa Bohidar, Samarjeet Satapathy, Narayan Nahak, Ranjan Kumar Mallick

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-946

In this paper: An optimal fractional SSSC based control action has been proposed in this work for enhancing small signal stability of power system pertaining to intermittent variations in wind penetrations. The para...

AbstractReferencesFull Text PDF (509 KB)Views: 168Downloads: 55Citations: 0
Open Access Research Article·pp. 53–65·Vol. 26, Issue 1Dec 2022

A modified partitioning algorithm for classification of e-waste

Prasanta Kumar Sahoo, Manas Kumar Nanda

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-947

In this paper: Electronic and electrical industry is the largest and fastest growing manufacturing industry because of tremendous growth in both software applications and upgraded hardware. The past two decades have...

AbstractReferencesFull Text PDF (1.6 MB)Views: 337Downloads: 74Citations: 3
Open Access Research Article·pp. 67–86·Vol. 26, Issue 1Dec 2022

A predictive model for bankruptcy: ANN, LSTM and CNN approaches

Sasmita Manjari Nayak, Minakhi Rout

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-948

In this paper: Predicting bankruptcy is the focus of our research, which is one of the important aspects of research, as due to bankruptcy both company’s goodwill and shareholders’ benefits are affected. In order to...

AbstractReferencesFull Text PDF (1.4 MB)Views: 171Downloads: 89Citations: 0
Open Access Research Article·pp. 87–100·Vol. 26, Issue 1Dec 2022

ANN based modeling for stock market prediction

Niranjan Panda, Twinkle Singh, Shrabanee Swagatika

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-949

In this paper: Analyzing stock market data and using recent developed algorithms for predicting the changes and forecasting the results is a difficult task nowaday. An efficient and faster method for selecting appro...

AbstractReferencesFull Text PDF (511 KB)Views: 162Downloads: 52Citations: 0
Open Access Research Article·pp. 101–106·Vol. 26, Issue 1Dec 2022

Cases of CFPID regulator for frequency regulation of power systems

Smrutiranjan Nayak, Sanjeeb Kumar Kar, Subhransu Sekhar Dash

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-950

In this paper: In consistently expanding region and construction of present-day Power System having trouble request vulnerabilities, the utilization of learned and lively recurrence power technique is fundamental fo...

AbstractReferencesFull Text PDF (1.2 MB)Views: 141Downloads: 38Citations: 1
Open Access Research Article·pp. 107–116·Vol. 26, Issue 1Dec 2022

Regression based neural network model for prediction of road traffic congestion : A case study of Bhubaneswar

Sarita Mahapatra, Krishna Chandra Rath, Srikanta Pattnaik

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-951

In this paper: The prediction of road traffic congestion is the most important and essential aspect to reduce the suffering of population of urban cities which is primarily carried by roads. The lack of a traffic co...

AbstractReferencesFull Text PDF (471 KB)Views: 181Downloads: 56Citations: 1
Open Access Research Article·pp. 117–131·Vol. 26, Issue 1Dec 2022

Attendance monitoring of masked faces using ResNext-101

Sushil Kumar Mahapatra, Binod Kumar Pattanayak, Bibudhendu Pati

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-952

In this paper: SARC virus, Coronavirus, Ebola and bird flu have all caused pandemics in the last few decades. Most of these diseases spread through the air when someone coughs, sneezes or even talks. The government...

AbstractReferencesFull Text PDF (587 KB)Views: 132Downloads: 56Citations: 2
Open Access Research Article·pp. 133–145·Vol. 26, Issue 1Dec 2022

MEMS based eating and drinking gesture spotting using machine learning techniques

Sivakannan Subramani, Paavana Sathish, Pushpalatha Subramani

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-953

In this paper: An effective human-computer interaction for collaborative, collective and brilliant computing is provided by the Gesture recognition. Our study uses a single 3-axis accelerometer and 3-axis gyroscope...

AbstractReferencesFull Text PDF (956 KB)Views: 234Downloads: 46Citations: 0
Open Access Research Article·pp. 147–158·Vol. 26, Issue 1Dec 2022

Screening based sparse classification method for the detection of corn leaf diseases

Anuja Kumar Acharya, Minakhi Rout, Srinibasa Padhy, Satyaranjan Jena, Pradeep Kumar Sahu

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-954

In this paper: Detection of diseases in corn plant at early stage reduces the chance of productivity loss. Recognizing the different kind of disease in corn plant requires the identification of lesion part of the pl...

AbstractReferencesFull Text PDF (1.7 MB)Views: 157Downloads: 53Citations: 1
Open Access Research Article·pp. 159–167·Vol. 26, Issue 1Dec 2022

A novel real coded GA for regression testing

Deepti Bala Mishra, Dharashree Rath, Swarnalipsa Parida

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-955

In this paper: Regression testing is an activity performed in maintenance level of software. Growing of software test suite results in high cost and which also damages the software system. Test case prioritization i...

AbstractReferencesFull Text PDF (160 KB)Views: 132Downloads: 89Citations: 1
Open Access Research Article·pp. 169–175·Vol. 26, Issue 1Dec 2022

RDBMS to distributed in-memory data grid: A paradigm shift for improved performance

Biswaranjan Jena, Debahuti Mishra, Smita Prava Mishra

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-956

In this paper: As per available Cisco VNI report [1], global IP traffic will grow more than three times and global network device connections will be more than 28.5 billion. Availability of high-speed network and co...

AbstractReferencesFull Text PDF (404 KB)Views: 155Downloads: 66Citations: 0
Open Access Research Article·pp. 177–187·Vol. 26, Issue 1Dec 2022

Sampling strategies for handling data imbalance problem: An Extensive Review

Bhaskar Kumar Veedhi, Debahuti Mishra, Kaberi Das

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-957

In this paper: The imbalanced data classification is a major issue in data mining. Many researchers have proposed various solutions which addressed imbalanced data problem which is broadly categorized into data leve...

AbstractReferencesFull Text PDF (139 KB)Views: 204Downloads: 78Citations: 1
Open Access Research Article·pp. 189–199·Vol. 26, Issue 1Dec 2022

Liver disease prediction using ensemble model

Bichitrananda Patra, Sudhansu Sekhar Bisoyi, Triloknath Pandy, Gayatri Nayak

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-958

In this paper: Despite the fact that medical science has progressed to the point where it is capable of identifying and prescribing the exact cure for known diseases, traditional medicinal practices are outdated and...

AbstractReferencesFull Text PDF (372 KB)Views: 141Downloads: 61Citations: 0
Open Access Research Article·pp. 201–212·Vol. 26, Issue 1Dec 2022

Design of optimized adaptive filter for artifact removal from EEG signal

Sandhyalati Behera, Mihir Narayan Mohanty, Saumendra Kumar Mohapatra

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-959

In this paper: Removal of artifacts from the acquired biomedical signal is a major issue. Various signal processing techniques are developed by the researchers for some decades to extract the clinical information fr...

AbstractReferencesFull Text PDF (439 KB)Views: 157Downloads: 62Citations: 0
Open Access Research Article·pp. 213–223·Vol. 26, Issue 1Dec 2022

A report on early prediction, detection & diagnosis of Alzheimer’s disease

Rashmita Khilar, T. Subetha, P. Kayal

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-960

In this paper: Alzheimer’s Disease (AD) is significantly increasing for older adults in the world nowadays. It affects 10% of people over the age of 65 and 50% of people over 85 years of age. The majority of patient...

AbstractReferencesFull Text PDF (403 KB)Views: 231Downloads: 72Citations: 0
Open Access Research Article·pp. 225–239·Vol. 26, Issue 1Dec 2022

Rain detection and removal from slowly varying background videos

Pankaj Prusty, Bibhuprasad Mohanty

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-961

In this paper: Rain in bad weather becomes very challenging issue for automated driver assistance systems, security applications and many other computer vision algorithms. Number of rain removal algorithms have been...

AbstractReferencesFull Text PDF (1.3 MB)Views: 128Downloads: 50Citations: 0
Open Access Research Article·pp. 241–247·Vol. 26, Issue 1Dec 2022

Optimized CFPID controller for SCiWOA in allocated grid

Smrutiranjan Nayak, Sanjeeb Kumar Kar, Subhransu Sekhar Dash

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-973

In this paper: In persistently expanding region and construction of current power system having trouble request vulnerabilities, the utilization of proficient and lively recurrence power methodology is fundamental f...

AbstractReferencesFull Text PDF (554 KB)Views: 168Downloads: 64Citations: 0
Open Access Research Article·pp. 249–259·Vol. 26, Issue 1Dec 2022

Optimized 2D ground area coverage through unmanned aerial vehicle using metaheuristic approach

Sipra Swain, Pabitra Mohan Khilar, Biswa Ranjan Senapati

Published Online: 31 Dec 2022DOI: 10.47974/JSMS-1025

In this paper: 2D ground area coverage is essential for various applications like rescue operation, ground target detection, agricultural inspection, etc. In order to implement successfully the above-mentioned appli...

AbstractReferencesFull Text PDF (655 KB)Views: 165Downloads: 42Citations: 0