V. Susheela Devi

According to our database, V. Susheela Devi authored at least 49 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Semantic segmentation and classification of polycystic ovarian disease using attention UNet, Pyspark, and ensemble learning model.

Ashwini Kodipalli, V. Susheela Devi, Santosh K. Dasar

Expert Syst. J. Knowl. Eng., March, 2024

2023

The Competing Genes Evolutionary Algorithm: Avoiding Genetic Drift Through Competition, Local Search, and Majority Voting.

Adetunji David Ajimakin, V. Susheela Devi

IEEE Trans. Evol. Comput., December, 2023

A novel variant of deep convolutional neural network for classification of ovarian tumors using CT images.

Ashwini Kodipalli, V. Susheela Devi, Santosh K. Dasar, Taha Ismail

Comput. Electr. Eng., August, 2023

Analysis of fuzzy based intelligent health care application system for the diagnosis of mental health in women with ovarian cancer using computational models.

Ashwini Kodipalli, V. Susheela Devi

Intell. Decis. Technol., 2023

Adversarially Robust Neural Legal Judgement Systems.

Rohit Raj, V. Susheela Devi

CoRR, 2023

Towards Robustness of Few-Shot Text Classifiers.

Rohit Raj, V. Susheela Devi

Proceedings of the International Joint Conference on Neural Networks, 2023

Explainable Offensive Language Classifier.

Ayushi Kohli, V. Susheela Devi

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

Fuzzy-soft set approach for ranking the functional requirements of software.

Mohd. Sadiq, V. Susheela Devi

Expert Syst. Appl., 2022

SumBART - An Improved BART Model for Abstractive Text Summarization.

A. Vivek, V. Susheela Devi

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Extractive Question Answering Using Transformer-Based LM.

Raj Jha, V. Susheela Devi

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

The CAT SET on the MAT: Cross Attention for Set Matching in Bipartite Hypergraphs.

Govind Sharma, Swyam Prakash Singh, V. Susheela Devi, M. Narasimha Murty

CoRR, 2021

Detection of Malicious Binaries by Deep Learning Methods.

Anantha Rao Chukka, V. Susheela Devi

Proceedings of the 6th International Conference on Internet of Things, 2021

Detection of Malicious Binaries by Applying Machine Learning Models on Static and Dynamic Artefacts.

Anantha Rao Chukka, V. Susheela Devi

Proceedings of the 6th International Conference on Internet of Things, 2021

Estimation of von mises-fisher distribution algorithm, with application to support vector classification.

Adetunji David Ajimakin, V. Susheela Devi

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A Novel Parameter-Free Energy Efficient Fuzzy Nearest Neighbor Classifier for Time Series Data.

Penugonda Ravikumar, R. Uday Kiran, Narendra Babu Unnam, Yutaka Watanobe, Kazuo Goda, V. Susheela Devi, P. Krishna Reddy

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

Prototype Selection and Dimensionality Reduction on Multi-Label Data.

Hemavati, V. Susheela Devi, Seba Ann Kuruvilla, R. Aparna

Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019

Improved Knowledge Base Question Answering System Using Re-ranking Approach.

Anil Kumar Donthagani, V. Susheela Devi

Aust. J. Intell. Inf. Process. Syst., 2019

Deep Transfer Learning for Emotion Recognition from Text.

Chaikesh Chouragade, V. Susheela Devi

Aust. J. Intell. Inf. Process. Syst., 2019

Community Based Node Embeddings for Networks.

P. Meghashyam, V. Susheela Devi

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

A Hybrid Deep Learning Model to Predict Business Closure from Reviews and User Attributes Using Sentiment Aligned Topic Model.

Sharun S. Thazhackal, V. Susheela Devi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Parallelization of Multi-label classification for large data sets.

Shinjini Biswas, V. Susheela Devi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Neural Machine Translation with Recurrent Highway Networks.

Maulik Parmar, V. Susheela Devi

Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Transfer Learning Using Progressive Neural Networks and NMT for Classification Tasks in NLP.

Ravi Shankar Devanapalli, V. Susheela Devi

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Parallel MCNN (pMCNN) with Application to Prototype Selection on Large and Streaming Data.

V. Susheela Devi, Lakhpat Meena

J. Artif. Intell. Soft Comput. Res., 2017

Unsupervised HMM posteriograms for language independent acoustic modeling in zero resource conditions.

T. K. Ansari, Rajath Kumar, Sonali Singh, Sriram Ganapathy, V. Susheela Devi

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016

Feature Reduction for Multi Label Classification of Discrete Data.

V. Susheela Devi, Bhupesh Akhand

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

2015

Overlapping Community Detection in Social Network Using Disjoint Community Detection.

Jaswant Meena, V. Susheela Devi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Classification Using Probabilistic Random Forest.

Rajhans Gondane, V. Susheela Devi

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Autoregressive Model for Users' Retweeting Profiles.

Soniya Rangnani, V. Susheela Devi, M. Narasimha Murty

Proceedings of the Social Informatics - 7th International Conference, 2015

Classification Using Rough Random Forest.

Rajhans Gondane, V. Susheela Devi

Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

Class Specific Feature Selection Using Simulated Annealing.

V. Susheela Devi

Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

Proceedings in Adaptation, Learning and Optimization.

Soniya Rangnani, V. Susheela Devi

Proceedings of the Intelligent and Evolutionary Systems - The 19th Asia Pacific Symposium, 2015

Prototype Selection on Large and Streaming Data.

Lakhpat Meena, V. Susheela Devi

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Introduction to Pattern Recognition and Machine Learning

M. Narasimha Murty, V. Susheela Devi

IISc Lecture Notes Series 5, WorldScientific, ISBN: 9789814656276, 2015

2014

Novelty detection applied to the classification problem using Probabilistic Neural Network.

Balvant Yadav, V. Susheela Devi

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

Weighted feature-based classification of time series data.

Penugonda Ravikumar, V. Susheela Devi

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013

A Peer-to-Peer Single Objective Particle Swarm Optimizer.

Hrishikesh Dewan, Raksha B. Nayak, V. Susheela Devi

Proceedings of the Third International Conference on Soft Computing for Problem Solving, 2013

A Peer-to-Peer Particle Swarm Optimizer for Multi-objective Functions.

Hrishikesh Dewan, Raksha B. Nayak, V. Susheela Devi

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

A Peer-to-Peer Dynamic Single Objective Particle Swarm Optimizer.

Hrishikesh Dewan, Raksha B. Nayak, V. Susheela Devi

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

A Peer-to-Peer Dynamic Multi-objective Particle Swarm Optimizer.

Hrishikesh Dewan, Raksha B. Nayak, V. Susheela Devi

Proceedings of the Mining Intelligence and Knowledge Exploration, 2013

Fuzzy classification of time series data.

Penugonda Ravikumar, V. Susheela Devi

Proceedings of the FUZZ-IEEE 2013, 2013

Multi label classification of discrete data.

Bhupesh Akhand, V. Susheela Devi

Proceedings of the FUZZ-IEEE 2013, 2013

2012

Simultaneous Feature Selection and Clustering Using Particle Swarm Optimization.

K. P. Swetha, V. Susheela Devi

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Modified Particle Swarm Optimization for Pattern Clustering.

K. P. Swetha, V. Susheela Devi

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Feature Weighting for Clustering by Particle Swarm Optimization.

K. P. Swetha, V. Susheela Devi

Proceedings of the 2012 Sixth International Conference on Genetic and Evolutionary Computing, 2012

A Peer-Peer Particle Swarm Optimizer.

Hrishikesh Dewan, V. Susheela Devi

Proceedings of the 2012 Sixth International Conference on Genetic and Evolutionary Computing, 2012

2011

Pattern Recognition - An Algorithmic Approach.

M. Narasimha Murty, V. Susheela Devi

Undergraduate Topics in Computer Science, Springer, ISBN: 978-0-85729-495-1, 2011

Combination of similarity measures for time series classification using genetic algorithms.

Deepti Dohare, V. Susheela Devi

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2002

An incremental prototype set building technique.

V. Susheela Devi, M. Narasimha Murty

Pattern Recognit., 2002