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Dr SUJATHA A K

BE, MTech, PhD
SCHOOL OF ENGINEERING AND TECHNOLOGY

Articles in Journals

Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Sentiment Analysis for Online Shopping Reviews Using Machine Learning Lecture Notes in Networks and Systems 18-Jan-2025 856 / 1 / 453-465

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,M DEDEEPYA,SANDEEP KUMAR
Title of Article Sentiment Analysis for Online Shopping Reviews Using Machine Learning
Name of Journal Lecture Notes in Networks and Systems
Volume No 856
Issue No 1
Page No 453-465
URL https://www.springer.com/series/15179
Date of Publication 18-Jan-2025
2 Securing the Digital Realm: Unmasking Fraud in Online Transactions Using Supervised Machine Learning Techniques Lecture Notes in Networks and Systems 05-Dec-2024 1121 / 1 / 477-489

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,YUKTHA REDDY,SANDEEP KUMAR
Title of Article Securing the Digital Realm: Unmasking Fraud in Online Transactions Using Supervised Machine Learning Techniques
Name of Journal Lecture Notes in Networks and Systems
Volume No 1121
Issue No 1
Page No 477-489
URL https://www.springer.com/series/15179
Date of Publication 05-Dec-2024
3 Emoji Sentiment Analysis of User Reviews on Online Applications Using Supervised Machine Learning Lecture Notes in Networks and Systems 05-Jul-2024 922 / 1 / 257-267

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,A SWETHA CORDELIA
Title of Article Emoji Sentiment Analysis of User Reviews on Online Applications Using Supervised Machine Learning
Name of Journal Lecture Notes in Networks and Systems
Volume No 922
Issue No 1
Page No 257-267
URL https://www.springer.com/series/15179
Date of Publication 05-Jul-2024
4 Text Mining-A Comparative Review of Twitter Sentiments Analysis Recent Advances in Computer Science and Communications 01-Jan-2024 17 / 1 / 21-37

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,SUSHMA PATIL,DEWANG SUBIL,NOUREEN NASAR,BALACHANDRAN KRISHNAN,SANDEEP KUMAR
Title of Article Text Mining-A Comparative Review of Twitter Sentiments Analysis
Name of Journal Recent Advances in Computer Science and Communications
Volume No 17
Issue No 1
Page No 21-37
URL https://benthamscience.com/journals/recent-advances-in-computer-science-and-communications
Date of Publication 01-Jan-2024
5 Heart Disease Prediction?A Computational Machine Learning Model Perspective Smart Innovation, Systems and Technologies 11-Jul-2023 351 / 1 / 281-293

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,SIDDHARTH SIVAKUMAR,A. SWETHA CORDELIA,S. HARISHWARAN,SANDEEP KUMAR
Title of Article Heart Disease Prediction?A Computational Machine Learning Model Perspective
Name of Journal Smart Innovation, Systems and Technologies
Volume No 351
Issue No 1
Page No 281-293
URL https://www.springer.com/series/8767
Date of Publication 11-Jul-2023
6 Drought Prediction-A Comparative Analysis of Supervised Machine Learning Techniques Smart Innovation, Systems and Technologies 11-Jul-2023 351 / 1 / 295-307

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,TENZIN CHOESANG,SHEMPHANG RYNTATHIANG,BENJAMIN A JACOB,BALACHANDRAN KRISHNAN
Title of Article Drought Prediction-A Comparative Analysis of Supervised Machine Learning Techniques
Name of Journal Smart Innovation, Systems and Technologies
Volume No 351
Issue No 1
Page No 295-307
URL https://www.springer.com/series/8767
Date of Publication 11-Jul-2023
7 Optimal Shortest Path Routing over Wireless Sensor Networks Using Constrained Genetic Firefly Optimization Algorithm Lecture Notes in Networks and Systems 12-Mar-2023 608 / 1 / 643-654

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,VANDANA REDDY,BALACHANDRAN K
Title of Article Optimal Shortest Path Routing over Wireless Sensor Networks Using Constrained Genetic Firefly Optimization Algorithm
Name of Journal Lecture Notes in Networks and Systems
Volume No 608
Issue No 1
Page No 643-654
URL https://www.springer.com/series/15179
Date of Publication 12-Mar-2023
8 EPCA Enhanced Principal Component Analysis for Medical Data Dimensionality Reduction SN Computer Science 03-Mar-2023 4 / 3 / 1-14

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,M R VINUTHA,J CHANDRIKA,BALACHANDRAN K
Title of Article EPCA Enhanced Principal Component Analysis for Medical Data Dimensionality Reduction
Name of Journal SN Computer Science
Volume No 4
Issue No 3
Page No 1-14
URL https://www.springer.com/journal/42979/contact-the-journal
Date of Publication 03-Mar-2023
9 An Enhanced Ensemble of Long Short-Term Memory and Vector AutoRegression for Energy Consumption Forecasting Indian Journal of Science and Technology 20-Dec-2021 14 / 43 / 3227-3236

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,ANAGHA D ANANTH
Title of Article An Enhanced Ensemble of Long Short-Term Memory and Vector AutoRegression for Energy Consumption Forecasting
Name of Journal Indian Journal of Science and Technology
Volume No 14
Issue No 43
Page No 3227-3236
URL https://www.indjst.org/
Date of Publication 20-Dec-2021
10 Root cause analysis of COVID-19 cases by enhanced text mining process International Journal of Electrical and Computer Engineering (IJECE) 15-Dec-2021 12 / 2 / 1807-1817

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,BALACHANDRAN K
Title of Article Root cause analysis of COVID-19 cases by enhanced text mining process
Name of Journal International Journal of Electrical and Computer Engineering (IJECE)
Volume No 12
Issue No 2
Page No 1807-1817
URL http://ijece.iaescore.com/index.php/IJECE
Date of Publication 15-Dec-2021
11 Optimized Stacking Ensemble (OSE) for Credit Card Fraud Detection using Synthetic Minority Oversampling Model Indian Journal of Science and Technology 01-Oct-2021 14 / 32 / 2607-2615

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,KAREN CHARLY VEIGAS,DURGA SRILEKHA REGULAGADDA
Title of Article Optimized Stacking Ensemble (OSE) for Credit Card Fraud Detection using Synthetic Minority Oversampling Model
Name of Journal Indian Journal of Science and Technology
Volume No 14
Issue No 32
Page No 2607-2615
URL https://www.indjst.org/
Date of Publication 01-Oct-2021
12 A Two-Stepped Feature Engineering Process for Topic Modeling Using Batchwise LDA with Stochastic Variational Inference Model International Journal of Intelligent Engineering and Systems 30-Jun-2020 13 / 4 / 333-345

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,BALACHANDRAN K
Title of Article A Two-Stepped Feature Engineering Process for Topic Modeling Using Batchwise LDA with Stochastic Variational Inference Model
Name of Journal International Journal of Intelligent Engineering and Systems
Volume No 13
Issue No 4
Page No 333-345
URL https://inass.org/publications/
Date of Publication 30-Jun-2020
13 Identification of misconceptions about corona outbreak using trigrams and weighted TF-IDF model Journal of Advanced Research in Dynamical and Control Systems 18-Jun-2020 12 / 05-Special Issue / 524-533

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,BALACHANDRAN K
Title of Article Identification of misconceptions about corona outbreak using trigrams and weighted TF-IDF model
Name of Journal Journal of Advanced Research in Dynamical and Control Systems
Volume No 12
Issue No 05-Special Issue
Page No 524-533
URL https://www.jardcs.org/abstract.php?id=4748#
Date of Publication 18-Jun-2020
14 Self-Supervised Learning Based Anomaly Detection in Online Social Media International Journal of Intelligent Engineering and Systems 30-Apr-2020 13 / 3 / 446-456

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) SUJATHA A K,BALACHANDRAN K
Title of Article Self-Supervised Learning Based Anomaly Detection in Online Social Media
Name of Journal International Journal of Intelligent Engineering and Systems
Volume No 13
Issue No 3
Page No 446-456
URL https://inass.org/publications/
Date of Publication 30-Apr-2020

Patents

Sl.No. Title of Invention Inventor(s) Filing Date
1 SYSTEM AND METHOD FOR CROP AND FERTILIZER RECOMMENDATION THROUGH SOIL NUTRIENT MONITORING USING CYBER PHYSICAL SYSTEM AND MACHINE LEARNING SUJATHA A K,AJIT DANTI,BALACHANDRAN K,SURESHA M,MANOHAR MADGI,VG. RAVINDHREN,SAPNA KATIYAR ,VINAYENDRA MANI TRIPATHI,SOOJEY RAMCHANDRA DESHPANDE,SONU RANA,MONIKA DHIMAN,ANU PRAKASH,MONIKA DHIMAN, ANU PRAKASH 22-May-2021

Additional information

Title of Invention SYSTEM AND METHOD FOR CROP AND FERTILIZER RECOMMENDATION THROUGH SOIL NUTRIENT MONITORING USING CYBER PHYSICAL SYSTEM AND MACHINE LEARNING
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SUJATHA A K,AJIT DANTI,BALACHANDRAN K,SURESHA M,MANOHAR MADGI,VG. RAVINDHREN,SAPNA KATIYAR ,VINAYENDRA MANI TRIPATHI,SOOJEY RAMCHANDRA DESHPANDE,SONU RANA,MONIKA DHIMAN,ANU PRAKASH,MONIKA DHIMAN, ANU PRAKASH
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 11-Jun-2021
Application/Filing Date 22-May-2021
IPC Number
Publication Number 202141022914
Patent Number 202141022914
Field of Invention CHEMICAL
2 AN IOT BASED SELF PHASED ANALYSIS OF ADVERSE EFFECTS IN COVID RECOVERED PATIENTS SUJATHA A K,JASMINE SELVAKUMARI JEYA I,ASHA K N,VEENA POTDAR,CHIDAMBARANATHAN S,BALACHANDRAN K,VINUTHA M R,MANASA P,KEERTHANA G,SATHEESH KUMAR R 29-Mar-2021

Additional information

Title of Invention AN IOT BASED SELF PHASED ANALYSIS OF ADVERSE EFFECTS IN COVID RECOVERED PATIENTS
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SUJATHA A K,JASMINE SELVAKUMARI JEYA I,ASHA K N,VEENA POTDAR,CHIDAMBARANATHAN S,BALACHANDRAN K,VINUTHA M R,MANASA P,KEERTHANA G,SATHEESH KUMAR R
Type of Specification Complete
Type of Patent
Granted/Awarded Date 05-May-2021
Publication/Application Date 05-May-2021
Application/Filing Date 29-Mar-2021
IPC Number
Publication Number 2021101599
Patent Number 2021101599
Field of Invention Computer Science
3 PROCESSOR IMPLEMENTED METHOD FOR WATERMARKING AND CYBER PROTECTION OF DEEP LEARNING MODELS SUJATHA A K,C. KAILASANATHAN,BALACHANDRAN K,BOPPURU RUDRA PRATHAP,K. ARUN BALASUBRAMANIAN,REGONDA NAGARAJU,BHAVANI BUTHUKURI, SIVARAM RAJEYYAGARI,V VINAY KUMAR,K. VINAYAGAR,A. PERUMAL,G.VENKATESAN,G. NAGARAJ 27-Mar-2021

Additional information

Title of Invention PROCESSOR IMPLEMENTED METHOD FOR WATERMARKING AND CYBER PROTECTION OF DEEP LEARNING MODELS
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) SUJATHA A K,C. KAILASANATHAN,BALACHANDRAN K,BOPPURU RUDRA PRATHAP,K. ARUN BALASUBRAMANIAN,REGONDA NAGARAJU,BHAVANI BUTHUKURI, SIVARAM RAJEYYAGARI,V VINAY KUMAR,K. VINAYAGAR,A. PERUMAL,G.VENKATESAN,G. NAGARAJ
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 02-Apr-2021
Application/Filing Date 27-Mar-2021
IPC Number
Publication Number 202141013761
Patent Number 202141013761
Field of Invention COMMUNICATION

Research Project

Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 Healthcare Analytics for Extracting useful Insights from Clinical Text documents SUJATHA A K, SAMIKSHA SHUKLA Internal

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