Personal information

Other IDs

Scopus Author ID: 57213733745
Scopus Author ID: 57269735200

Keywords

Machine Learning, Artificial Intelligence, Deep Learning, Data Science

Countries

India

Activities

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Employment (2)

CVR College of Engineering: Hyderabad, Telangana, IN

2021-11-29 to present | Sr.Assistant Professor (Computer Science and Engineering (AIML))
Employment
Source: Self-asserted source
RATNAM DODDA

GOVERNMENT COLLEGE OF ENGINEERING: BHAWANIPATNA, Odisha, IN

2018-08-31 to 2021-09-30 | ASSISTANT PROFESSOR (COMPUTER SCIENCE AND ENGINEERING)
Employment
Source: Self-asserted source
RATNAM DODDA

Works (21)

A Novel Approach to Strengthening Web-Based Cloud Services: Two-Factor Access Control

E3S Web of Conferences
2024 | Conference paper
DOI: 10.1051/e3sconf/202447202001
EID:

2-s2.0-85183300988

Part of ISSN: 22671242 25550403
Contributors: Kiran Kumar, P.; Raghavendra, C.; Dodda, R.; Shahebaaz, A.
Source: Self-asserted source
RATNAM DODDA via Scopus - Elsevier

Text document clustering using mayfly optimization algorithm with k-means technique

Indonesian Journal of Electrical Engineering and Computer Science
2024-08-01 | Journal article
DOI: 10.11591/ijeecs.v35.i2.pp1099-1109
Contributors: Ratnam Dodda; Alladi Suresh Babu
Source: check_circle
Crossref

A Comprehensive Analysis of Machine Learning Algorithms for Email Spam Detection

ICSMDI 2024
2024-07-28 | Conference paper
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

Email Guard: Enhancing Security Through Spam Detection

ICSMDI 2024
2024-07-28 | Conference paper
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

Safeguarding Log Data Integrity: Employing DES Encryption Against Manipulation Attempts

2023 4th International Conference on Intelligent Technologies (CONIT)
2024-06-21 | Conference paper
DOI: 10.1109/conit61985.2024.10627320
Contributors: Sunitha Maddhi; Ratnam Dodda; T. Layaraj; C. Raghavendra
Source: Self-asserted source
RATNAM DODDA

Mitigating Agricultural Challenges: A Comprehensive Study on the Impact of Crop Diseases on Rice Production in India

4th International Conference on Artificial Intelligence and Smart Energy Conference paper
2024-06-08 | Conference paper
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

A Study on Handwritten Text Recognition Classification using Diverse Deep Learning Techniques and Computation of CTC Loss

CVR Journal of Science and Technology
2024-06-01 | Journal article
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

BERT-based Document Clustering: Unveiling Semantic Patterns in 20News Group, Reuters, and BBC Sports Corpora

2024-05-07 | Preprint
DOI: 10.22541/au.171506422.20645846/v1
Contributors: Ratnam Dodda; Suresh Babu Alladi
Source: check_circle
Crossref

Notes Application using Android Studio and Cloud-based Data Management

2024 International Conference on Inventive Computation Technologies (ICICT)
2024-04-24 | Journal article
DOI: 10.1109/icict60155.2024.10544593
Contributors: Ratnam Dodda; Maneesh Reddy Yanala; Srija Pavishetti
Source: Self-asserted source
RATNAM DODDA

Enhancing Document Clustering with Hybrid Recurrent Neural Networks and Autoencoders: A Robust Approach for Effective Semantic Organization of Large Textual Datasets

EAI Endorsed Transactions on Intelligent Systems and Machine Learning Applications
2024-03-18 | Journal article
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

Transformative Advancements: Sign Language Conversion to Text and Speech

2024 International Conference on Emerging Smart Computing and Informatics (ESCI)
2024-03-05 | Journal article
DOI: 10.1109/esci59607.2024.10497370
Contributors: S Balakrishna Reddy; Ahmed Shahebaaz; Ratnam Dodda; C. Raghavendra
Source: Self-asserted source
RATNAM DODDA

Text Document Clustering Using Modified Particle Swarm Optimization with k-means Model

International Journal on Artificial Intelligence Tools
2024-02 | Journal article
DOI: 10.1142/s0218213023500616
Part of ISSN: 0218-2130
Part of ISSN: 1793-6349
Contributors: Ratnam Dodda; A. Suresh Babu
Source: Self-asserted source
RATNAM DODDA

NLP-Driven Strategies for Effective Email Spam Detection: A Performance Evaluation

International Conference on Sustainable Communication Networks and Application, ICSCNA 2023 - Proceedings
2023 | Conference paper
DOI: 10.1109/ICSCNA58489.2023.10370223
EID:

2-s2.0-85183012458

ISBN: 9798350313987
Contributors: Dodda, R.; Maddhi, S.; Thuraab, M.S.; Reddy, A.N.; Chandra, A.S.M.
Source: Self-asserted source
RATNAM DODDA via Scopus - Elsevier

Precision in Classification: A Comparative Study of Logistic Regression, Naive Bayes, LSTM, and CNN for Spam Email Detection

International Journal on Recent and Innovation Trends in Computing and Communication
2023-11-05 | Journal article
DOI: 10.17762/ijritcc.v11i9.9233
Part of ISSN: 2321-8169
Contributors: Et al. Ratnam Dodda
Source: Self-asserted source
RATNAM DODDA

A Novel Approach on Document Mining Using Dirichlet Process Mixture Models and Its Kernels

SSRN
2018 | Other
DOI: 10.2139/ssrn.3216381
EID:

2-s2.0-85115550840

Part of ISSN: 15565068
Contributors: Dodda, R.; Babu, A.S.
Source: Self-asserted source
RATNAM DODDA via Scopus - Elsevier

An intuitive based clustering on document mining using dirichlet process mixture models and its kernels

International Conference on Signal Processing, Communication, Power and Embedded System, SCOPES 2016 - Proceedings
2017 | Conference paper
DOI: 10.1109/SCOPES.2016.7955646
EID:

2-s2.0-85025171173
Contributors: Ratnam, D.; Rao, B.V.S.; Prasad, J.R.; Kumar, S.S.
Source: Self-asserted source
RATNAM DODDA via Scopus - Elsevier

The evolution of internet of things (IoT) and its impact on existing technology

Int. J. Sci. Technol. Eng
2016-01-07 | Journal article
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

Computer-based clinical decision support system for prediction of heart diseases using Naïve Bayes algorithm

International Journal of Computer Science and Information Technologies
2014-05-02 | Journal article
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

Empirical Method Technique to Make Short Term Forecast of Rainfall for a Specific Region.

International Journal of Advanced Research in Computer Science
2014-05-02 | Journal article
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

An Efficient Storage of Spatial Database using Nested Relational Database

International Journal of Engineering Research & Technology (IJERT)
2012-09-01 | Journal article
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA

Automatic Categorization of Document Clustering Using Latent Dirichlet Allocation

Journal article
Contributors: RATNAM DODDA
Source: Self-asserted source
RATNAM DODDA
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