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ORCIDJanet Barnabas
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Journal Articles
- 2024
[j25]Sanjeev Kumar
, B. Janet, Subramanian Neelakantan:
IMCNN:Intelligent Malware Classification using Deep Convolution Neural Networks as Transfer learning and ensemble learning in honeypot enabled organizational network. Comput. Commun. 216: 16-33 (2024)- [j24]Sheela J, N. Karthika, Janet B:
SSLnDO-Based Deep Residual Network and RV-Coefficient Integrated Deep Fuzzy Clustering for Cotton Crop Classification. Int. J. Inf. Technol. Decis. Mak. 23(1): 381-412 (2024) - [j23]K. Nimmi, B. Janet, A. Kalai Selvan, N. Sivakumaran:
HPRXF Model: An Ensemble Transfer Learning-based Fusion model for handling Pandemic-related Calls received by the Emergency Response Support System. J. Ambient Intell. Humaniz. Comput. 15(3): 2035-2046 (2024) - 2023
- [j22]Sheela J, Janet B:
Caviar-Sunflower Optimization Algorithm-Based Deep Learning Classifier for Multi-Document Summarization. Comput. J. 66(3): 727-742 (2023) - [j21]K. Muthureka, U. Srinivasulu Reddy, B. Janet:
An improved customized CNN model for adaptive recognition of cerebral palsy people's handwritten digits in assessment. Int. J. Multim. Inf. Retr. 12(2): 23 (2023) - [j20]D. Santhadevi, B. Janet:
HSDL-based intelligent threat detection framework for IoT network. J. Intell. Fuzzy Syst. 45(1): 1775-1790 (2023) - [j19]Purushottama Rao Komaravalli, Janet B:
Detecting Academic Affective States of Learners in Online Learning Environments Using Deep Transfer Learning. Scalable Comput. Pract. Exp. 24(4): 957-970 (2023) - [j18]K. Nimmi, B. Janet:
PLE-MobileBERT: enhancing call content classification during emergencies using the ECP dataset. Soc. Netw. Anal. Min. 13(1): 149 (2023) - [j17]D. Santhadevi, B. Janet:
Stacked Deep Learning Framework for Edge-Based Intelligent Threat Detection in IoT Network. J. Supercomput. 79(11): 12622-12655 (2023) - 2022
- [j16]K. Nimmi, B. Janet, A. Kalai Selvan, N. Sivakumaran:
Pre-trained ensemble model for identification of emotion during COVID-19 based on emergency response support system dataset. Appl. Soft Comput. 122: 108842 (2022) - [j15]K. Nirmal, B. Janet, Rajagopal Kumar:
Enhancing online security using selective DOM approach to counter phishing attacks. Concurr. Comput. Pract. Exp. 34(7) (2022) - [j14]Sanjeev Kumar, B. Janet, Subramanian Neelakantan:
Identification of malware families using stacking of textural features and machine learning. Expert Syst. Appl. 208: 118073 (2022) - [j13]Ravichandran Thalamala, B. Janet, A. V. Reddy:
Balancing exploration and exploitation in social spider optimisation using logistic chaotic map and opposition-based learning with an application to data clustering. Int. J. Comput. Aided Eng. Technol. 17(2): 221-247 (2022) - [j12]Sanjeev Kumar, B. Janet:
DTMIC: Deep transfer learning for malware image classification. J. Inf. Secur. Appl. 64: 103063 (2022) - 2021
- [j11]Sanjeev Kumar, B. Janet:
Distinguishing malicious programs based on visualization and hybrid learning algorithms. Comput. Networks 201: 108595 (2021) - [j10]N. Muraleedharan, Janet Barnabas:
A deep learning based HTTP slow DoS classification approach using flow data. ICT Express 7(2): 210-214 (2021) - [j9]N. Muraleedharan, B. Janet:
Flow-based machine learning approach for slow HTTP distributed denial of service attack classification. Int. J. Comput. Sci. Eng. 24(2): 147-161 (2021) - [j8]N. Muraleedharan, B. Janet:
SCAFFY: A Slow Denial-of-Service Attack Classification Model Using Flow Data. Int. J. Inf. Secur. Priv. 15(3): 106-128 (2021) - [j7]K. Nirmal, B. Janet, Rajagopal Kumar:
Analyzing and eliminating phishing threats in IoT, network and other Web applications using iterative intersection. Peer-to-Peer Netw. Appl. 14(4): 2327-2339 (2021) - 2020
- [j6]Janet Barnabas, Pethuru Raj:
Chapter Nine - The human body: A digital twin of the cyber physical systems. Adv. Comput. 117: 219-246 (2020) - [j5]Ravichandran Thalamala, A. Venkata Swamy Reddy, B. Janet:
A Novel Bio-Inspired Algorithm Based on Social Spiders for Improving Performance and Efficiency of Data Clustering. J. Intell. Syst. 29(1): 311-326 (2020) - [j4]N. Karthika, B. Janet:
Feature Pair Index Graph for Clustering. J. Intell. Syst. 29(1): 1179-1187 (2020) - [j3]Joshua Arul Kumar Ranjan, Titus Sigamani, Janet Barnabas:
A novel and efficient classifier using spiking neural network. J. Supercomput. 76(9): 6545-6560 (2020) - 2019
- [j2]Ravichandran Thalamala, Janet Barnabas, A. V. Reddy:
A novel variant of social spider optimization using single centroid representation and enhanced mating for data clustering. PeerJ Comput. Sci. 5: e201 (2019) - 2012
- [j1]B. Janet, A. V. Reddy:
Index model for image retrieval using SIFT distortion. Int. J. Intell. Inf. Database Syst. 6(3): 289-306 (2012)
Conference and Workshop Papers
- 2021
- [c3]K. Nimmi, B. Janet:
Voting Ensemble Model Based Malayalam-English Sentiment Analysis on Code-Mixed Data. FIRE (Working Notes) 2021: 1061-1068 - 2011
- [c2]B. Janet, A. V. Reddy:
Cube index for unstructured text analysis and mining. ICCCS 2011: 397-402 - 2010
- [c1]B. Janet, A. V. Reddy, S. Domnic:
An Image Index Model for Retrieval. BAIP 2010: 465-467
Coauthor Index
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