Namita Mittal

Orcid: 0000-0001-6886-9974

According to our database1, Namita Mittal authored at least 60 papers between 2010 and 2024.

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Bibliography

2024
Exploring Web-Based Translation Resources Applied to Hindi-English Cross-Lingual Information Retrieval.
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2024

CASRank: A ranking algorithm for legal statute retrieval.
Multim. Tools Appl., January, 2024

2023
Semantic morphological variant selection and translation disambiguation for cross-lingual information retrieval.
Multim. Tools Appl., March, 2023

CMHE-AN: Code mixed hybrid embedding based attention network for aggression identification in hindi english code-mixed text.
Multim. Tools Appl., March, 2023

A Survey on NLP Resources, Tools, and Techniques for Marathi Language Processing.
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2023

Machine Learning-Based Electricity Load Forecast for the Agriculture Sector.
Int. J. Softw. Innov., 2023

OptBertDCNN: A framework based on BERT and optimized Deep Convolutional Neural Network for MQA.
Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023

2022
FA-Net: fused attention-based network for Hindi English code-mixed offensive text classification.
Soc. Netw. Anal. Min., 2022

Improving the performance of semantic graph-based keyword extraction and text summarization using fuzzy relations in Hindi Wordnet.
J. Intell. Fuzzy Syst., 2022

Hate and Aggression Detection in Social Media Over Hindi English Language.
Int. J. Softw. Sci. Comput. Intell., 2022

Attending Local and Global Features for Image Caption Generation.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

2021
SGATS: Semantic Graph-based Automatic Text Summarization from Hindi Text Documents.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

LawSum: A weakly supervised approach for Indian Legal Document Summarization.
CoRR, 2021

Evaluation of Text Representation Method to Detect Cyber Aggression in Hindi English Code Mixed Social Media Text.
Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

Fine-tune BERT to Classify Hate Speech in Hindi English Code-Mixed Text.
Proceedings of the Working Notes of FIRE 2021, 2021

2020
Using CNN for facial expression recognition: a study of the effects of kernel size and number of filters on accuracy.
Vis. Comput., 2020

Three segmentation techniques to predict the dysplasia in cervical cells in the presence of debris.
Multim. Tools Appl., 2020

2019
Refined stop-words and morphological variants solutions applied to Hindi-English cross-lingual information retrieval.
J. Intell. Fuzzy Syst., 2019

2018
Texture-based feature extraction of smear images for the detection of cervical cancer.
IET Comput. Vis., 2018

Feature Extraction for Token Based Word Alignment for Question Answering Systems.
Computación y Sistemas, 2018

An Improvement in Statistical Machine Translation in Perspective of Hindi-English Cross-Lingual Information Retrieval.
Computación y Sistemas, 2018

Answer Extraction in Question Answering using Structure Features and Dependency Principles.
CoRR, 2018

Optimized Clustering Techniques for Gait Profiling in Children with Cerebral Palsy for Rehabilitation.
Comput. J., 2018

Recent developments in human gait research: parameters, approaches, applications, machine learning techniques, datasets and challenges.
Artif. Intell. Rev., 2018

Image Sentiment Analysis Using Deep Learning.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

2017
Texture based feature extraction method for classification of brain tumor MRI.
J. Intell. Fuzzy Syst., 2017

Prominent feature extraction for evidence gathering in question answering.
J. Intell. Fuzzy Syst., 2017

Named Entity Identification Based Translation Disambiguation Model.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

An Insight into Role of Wordnet and Language Network for effective IR from Hindi Text Documents.
Proceedings of the Working notes of FIRE 2017, 2017

2016
Prominent feature extraction for review analysis: an empirical study.
J. Exp. Theor. Artif. Intell., 2016

AVNM: A Voting based Novel Mathematical Rule for Image Classification.
Comput. Methods Programs Biomed., 2016

Exploring Bilingual Word Vectors for Hindi-English Cross-Language Information Retrieval.
Proceedings of the International Conference on Informatics and Analytics, 2016

Sentiment Classification of Crisis Related Tweets using Segmentation.
Proceedings of the International Conference on Informatics and Analytics, 2016

Classification of brain tumours Using Genetic Algorithms as a Feature Selection Method (GAFS).
Proceedings of the International Conference on Informatics and Analytics, 2016

Rake-Pmi Automated Keyphrase Extraction: An unsupervised approach for automated extraction of keyphrases.
Proceedings of the International Conference on Informatics and Analytics, 2016

Cervical Cancer Detection Using Segmentation on Pap smear Images.
Proceedings of the International Conference on Informatics and Analytics, 2016

Classification of Emotions from Images Using Localized Subsection Information.
Proceedings of the Advances in Computing and Data Sciences, 2016

Prominent Feature Extraction for Sentiment Analysis.
Springer, ISBN: 978-3-319-25343-5, 2016

2015
Concept-Level Sentiment Analysis with Dependency-Based Semantic Parsing: A Novel Approach.
Cogn. Comput., 2015

Sentiment Analysis Using Common-Sense and Context Information.
Comput. Intell. Neurosci., 2015

Fuzzy Logic-Based Gait Phase Detection Using Passive Markers.
Proceedings of Fifth International Conference on Soft Computing for Problem Solving, 2015

Topic oriented semantic parsing.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Dependency Extraction for Knowledge-based Domain Classification.
Proceedings of the 12th International Conference on Natural Language Processing, 2015

Identification of gait parameters from silhouette images.
Proceedings of the Eighth International Conference on Contemporary Computing, 2015

2014
Icon Based Information Retrieval and Disease Identification in Agriculture.
CoRR, 2014

Named Entity Based Answer Extraction form Hindi Text Corpus Using n-grams.
Proceedings of the 11th International Conference on Natural Language Processing, 2014

2013
Sentiment Classification using Rough Set based Hybrid Feature Selection.
Proceedings of the 4th Workshop on Computational Approaches to Subjectivity, 2013

Comparative Study for Brain Tumor Classification on MR/CT Images.
Proceedings of the Third International Conference on Soft Computing for Problem Solving, 2013

Discourse Based Sentiment Analysis for Hindi Reviews.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Enhancing Sentiment Classification Performance Using Bi-Tagged Phrases.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Sentiment classification of review documents using phrase patterns.
Proceedings of the International Conference on Advances in Computing, 2013

Optimal Feature Selection for Sentiment Analysis.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012
Comparative Study of Feature Reduction and Machine Learning Methods for Spam Detection.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

Text Classification Using Machine Learning Methods-A Survey.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

2011
Personalised search - a hybrid approach for web information retrieval and its evaluation.
Int. J. Knowl. Web Intell., 2011

Clustering of XML Documents on the basis of Content and Structure.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

Ontology-based Retrieval System Using Semantic Indexing.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

2010
A Hybrid Approach of Personalized Web Information Retrieval.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Recommender System Framework Using Clustering and Collaborative Filtering.
Proceedings of the 3rd International Conference on Emerging Trends in Engineering and Technology, 2010

Evaluation of a hybrid approach of personalized web information retrieval using the FIRE data set.
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010


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