Akshi Kumar

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 80

Top Topics

Wrapper Feature Selection

Top Venues

ACM Trans. Asian Low Resour. Lang. Inf. Process.

Multim. Tools Appl.

Publications

Deepak Kumar Jain, Yamila García-Martínez Eyre, Akshi Kumar, Brij B. Gupta, Ketan Kotecha
Knowledge-based Data Processing for Multilingual Natural Language Analysis. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (5) (2024)
Akshi Kumar, Abhishek Mallik, Sanjay Kumar
HumourHindiNet: Humour detection in Hindi web series using word embedding and convolutional neural network. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (7) (2024)
Aditi Sharma, Akshi Kumar
DREAM: Deep Learning-Based Recognition of Emotions From Multiple Affective Modalities Using Consumer-Grade Body Sensors and Video Cameras. IEEE Trans. Consumer Electron. 70 (1) (2024)
Akshi Kumar, Deepak Kumar Jain, Abhishek Mallik, Sanjay Kumar
Modified node2vec and attention based fusion framework for next POI recommendation. Inf. Fusion 101 (2024)
Sanjay Kumar, Akshi Kumar, Abhishek Mallik, Rishi Ranjan Singh
OptNet-Fake: Fake News Detection in Socio-Cyber Platforms Using Grasshopper Optimization and Deep Neural Network. IEEE Trans. Comput. Soc. Syst. 11 (4) (2024)
Akshi Kumar, Abhishek Mallik, Sanjay Kumar
TLP-NEGCN: Temporal Link Prediction via Network Embedding and Graph Convolutional Networks. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Vikas Sharma, Akshi Kumar, Kapil Sharma
Digital twin application in women's health: Cervical cancer diagnosis with CervixNet. Cogn. Syst. Res. 87 (2024)
Somiya Rani, Amita Jain, Akshi Kumar, Guang Yang
CCheXR-Attention: Clinical concept extraction and chest x-ray reports classification using modified Mogrifier and bidirectional LSTM with multihead attention. Int. J. Imaging Syst. Technol. 34 (1) (2024)
Anshika Arora, Pinaki Chakraborty, M. P. S. Bhatia, Akshi Kumar
Deep-SQA: A deep learning model using motor activity data for objective sleep quality assessment assisting digital wellness in healthcare 5.0. Expert Syst. J. Knowl. Eng. 41 (7) (2024)
Shuai Liu, Tenghui He, Jingyi Li, Yating Li, Akshi Kumar
An Effective Learning Evaluation Method Based on Text Data with Real-time Attribution - A Case Study for Mathematical Class with Students of Junior Middle School in China. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (3) (2023)
Shresth Goyal, Jiya Sharma, Kapil Sharma, Akshi Kumar
Impact of UI/UX on usage of mobile apps for remote psychological health monitoring. ICCCNT (2023)
Akshi Kumar, Geetanjali Garg
Empirical study of shallow and deep learning models for sarcasm detection using context in benchmark datasets. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Berdjouh Chafik, Meftah Mohammed Charaf Eddine, Abdelkader Laouid, Mohammad Hammoudeh, Akshi Kumar
Pelican Gorilla Troop Optimization Based on Deep Feed Forward Neural Network for Human Activity Abnormality Detection in Smart Spaces. IEEE Internet Things J. 10 (21) (2023)
Sanjay Kumar, Abhishek Mallik, Akshi Kumar, Javier Del Ser, Guang Yang
Fuzz-ClustNet: Coupled fuzzy clustering and deep neural networks for Arrhythmia detection from ECG signals. Comput. Biol. Medicine 153 (2023)
Sanjay Kumar, Akshi Kumar, Abhishek Mallik, Sakshi Dhall
Opinion Leader Detection in Asian Social Networks using Modified Spider Monkey Optimization. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (5) (2023)
Akshi Kumar
Leveraging crowd knowledge to curate documentation for agile software industry using deep learning and expert ranking. Multim. Syst. 29 (3) (2023)
Akshi Kumar, Rohit Beniwal, Dipika Jain
Personality Detection using Kernel-based Ensemble Model for Leveraging Social Psychology in Online Networks. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (5) (2023)
Vikas Sharma, Kapil Sharma, Akshi Kumar
From Theory to Practice: A Systematic Review of Digital Twin Implementations Across Industry 4.0. ICCCNT (2023)
Akshi Kumar, Nipun Aggarwal, Sanjay Kumar
SIRA: a model for propagation and rumor control with epidemic spreading and immunization for healthcare 5.0. Soft Comput. 27 (7) (2023)
Sanjay Kumar, Akshi Kumar, B. S. Panda
Identifying Influential Nodes for Smart Enterprises Using Community Structure With Integrated Feature Ranking. IEEE Trans. Ind. Informatics 19 (1) (2023)
Akshi Kumar, Saurabh Raj Sangwan, Adarsh Kumar Singh, Gandharv Wadhwa
Hybrid Deep Learning Model for Sarcasm Detection in Indian Indigenous Language Using Word-Emoji Embeddings. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (5) (2023)
Aditi Sharma, Kapil Sharma, Akshi Kumar
Real-time emotional health detection using fine-tuned transfer networks with multimodal fusion. Neural Comput. Appl. 35 (31) (2023)
Akshi Kumar, M. P. S. Bhatia, Saurabh Raj Sangwan
Rumour detection using deep learning and filter-wrapper feature selection in benchmark twitter dataset. Multim. Tools Appl. 81 (24) (2022)
Akshi Kumar, Nitin Sachdeva
Multimodal cyberbullying detection using capsule network with dynamic routing and deep convolutional neural network. Multim. Syst. 28 (6) (2022)
Erik Cambria, Akshi Kumar, Mahmoud Al-Ayyoub, Newton Howard
Guest Editorial: Explainable artificial intelligence for sentiment analysis. Knowl. Based Syst. 238 (2022)
Akshi Kumar, Simran Seth, Shivam Gupta, Shivam Maini
Sentic Computing for Aspect-Based Opinion Summarization Using Multi-Head Attention with Feature Pooled Pointer Generator Network. Cogn. Comput. 14 (1) (2022)
Conor Wall, Li Zhang, Yonghong Yu, Akshi Kumar, Rong Gao
A Deep Ensemble Neural Network with Attention Mechanisms for Lung Abnormality Classification Using Audio Inputs. Sensors 22 (15) (2022)
Varun G. Menon, Reza Khosravi, Alireza Jolfaei, Akshi Kumar, P. Vinod
Cognitive smart cities: Challenges and trending solutions. Expert Syst. J. Knowl. Eng. 39 (5) (2022)
Akshi Kumar, Nitin Sachdeva
A Bi-GRU with attention and CapsNet hybrid model for cyberbullying detection on social media. World Wide Web 25 (4) (2022)
Akshi Kumar, Saurabh Raj Sangwan, Anshika Arora, Varun G. Menon
Depress-DCNF: A deep convolutional neuro-fuzzy model for detection of depression episodes using IoMT. Appl. Soft Comput. 122 (2022)
Deepak Kumar Jain, Akshi Kumar, Saurabh Raj Sangwan
TANA: The amalgam neural architecture for sarcasm detection in indian indigenous language combining LSTM and SVM with word-emoji embeddings. Pattern Recognit. Lett. 160 (2022)
Akshi Kumar, Nitin Sachdeva
Multi-input integrative learning using deep neural networks and transfer learning for cyberbullying detection in real-time code-mix data. Multim. Syst. 28 (6) (2022)
Akshi Kumar
Contextual semantics using hierarchical attention network for sentiment classification in social internet-of-things. Multim. Tools Appl. 81 (26) (2022)
Akshi Kumar, Kapil Sharma, Aditi Sharma
MEmoR: A Multimodal Emotion Recognition using affective biomarkers for smart prediction of emotional health for people analytics in smart industries. Image Vis. Comput. 123 (2022)
Deepak Kumar Jain, Akshi Kumar, Akshat Shrivastava
CanarDeep: a hybrid deep neural model with mixed fusion for rumour detection in social data streams. Neural Comput. Appl. 34 (18) (2022)
Akshi Kumar, Christian Esposito, Dimitrios A. Karras
Introduction to Special Issue on Misinformation, Fake News and Rumor Detection in Low-Resource Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (1) (2022)
Akshi Kumar, Kapil Sharma, Aditi Sharma
Hierarchical deep neural network for mental stress state detection using IoT based biomarkers. Pattern Recognit. Lett. 145 (2021)
Akshi Kumar, Kapil Sharma, Aditi Sharma
Genetically optimized Fuzzy C-means data clustering of IoMT-based biomarkers for fast affective state recognition in intelligent edge analytics. Appl. Soft Comput. 109 (2021)
Akshi Kumar, Shubham Dikshit, Victor Hugo C. de Albuquerque
Explainable Artificial Intelligence for Sarcasm Detection in Dialogues. Wirel. Commun. Mob. Comput. 2021 (2021)
Ashish Kumar Tripathi, Kapil Sharma, Manju Bala, Akshi Kumar, Varun G. Menon, Ali Kashif Bashir
A Parallel Military-Dog-Based Algorithm for Clustering Big Data in Cognitive Industrial Internet of Things. IEEE Trans. Ind. Informatics 17 (3) (2021)
Akshi Kumar
Machine learning for psychological disorder prediction in Indians during COVID-19 nationwide lockdown. Intell. Decis. Technol. 15 (1) (2021)
Akshi Kumar, Arunima Jaiswal
A Deep Swarm-Optimized Model for Leveraging Industrial Data Analytics in Cognitive Manufacturing. IEEE Trans. Ind. Informatics 17 (4) (2021)
Akshi Kumar, Victor Hugo C. de Albuquerque
Sentiment Analysis Using XLM-R Transformer and Zero-shot Transfer Learning on Resource-poor Indian Language. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20 (5) (2021)
Akshi Kumar, Sahil Raheja
Smoothen Filter and Fuzzy Logic. Wirel. Pers. Commun. 121 (4) (2021)
Sahil Raheja, Akshi Kumar
Edge detection based on type-1 fuzzy logic and guided smoothening. Evol. Syst. 12 (2) (2021)
Akshi Kumar, Geetanjali Garg
Systematic literature review on context-based sentiment analysis in social multimedia. Multim. Tools Appl. 79 (21-22) (2020)
Akshi Kumar
Using cognition to resolve duplicacy issues in socially connected healthcare for smart cities. Comput. Commun. 152 (2020)
Akshi Kumar, Kathiravan Srinivasan, Wen-Huang Cheng, Albert Y. Zomaya
Hybrid context enriched deep learning model for fine-grained sentiment analysis in textual and visual semiotic modality social data. Inf. Process. Manag. 57 (1) (2020)
Naveen K. Chilamkurti, Anand Paul, Akshi Kumar
Call for Special Issue Papers: Soft Computing Models for Big Data and Internet of Things. Big Data 8 (3) (2020)
Akshi Kumar, Aditi Sharma, Anand Nayyar
Fuzzy Logic based Hybrid Model for Automatic Extractive Text Summarization. ICIIT (2020)
Deepak Kumar Jain, Akshi Kumar, Vibhuti Sharma
Tweet recommender model using adaptive neuro-fuzzy inference system. Future Gener. Comput. Syst. 112 (2020)
Akshi Kumar, Arunima Jaiswal
Systematic literature review of sentiment analysis on Twitter using soft computing techniques. Concurr. Comput. Pract. Exp. 32 (1) (2020)
Deepak Kumar Jain, Akshi Kumar, Linqin Cai, Siddharth Singhal, Vaibhav Kumar
ATT: Attention-based Timbre Transfer. IJCNN (2020)
Naveen K. Chilamkurti, Anand Paul, Akshi Kumar
Call for Special Issue Papers: Soft Computing Models for Big Data and Internet of Things. Big Data 8 (4) (2020)
Deepak Kumar Jain, Akshi Kumar, Geetanjali Garg
Sarcasm detection in mash-up language using soft-attention based bi-directional LSTM and feature-rich CNN. Appl. Soft Comput. 91 (2020)
Akshi Kumar, Simran Seth, Shivam Gupta, Shubham
Sentiment-Enhanced Content-Based System for Online Recommendations and Rating Prediction. Int. J. Gaming Comput. Mediat. Simulations 12 (2) (2020)
Akshi Kumar, Anshika Arora
An ANFIS-based compatibility scorecard for IoT integration in websites. J. Supercomput. 76 (4) (2020)
Shigang Hu, Akshi Kumar, Fadi Al-Turjman, Shivam Gupta, Simran Seth, Shubham
Reviewer Credibility and Sentiment Analysis Based User Profile Modelling for Online Product Recommendation. IEEE Access 8 (2020)
Akshi Kumar, Abhilasha Sharma
Socio-Sentic framework for sustainable agricultural governance. Sustain. Comput. Informatics Syst. 28 (2020)
Akshi Kumar, Aditi Sharma, Anshika Arora
Anxious Depression Prediction in Real-time Social Data. CoRR (2019)
Akshi Kumar, Geetanjali Garg
Sentiment analysis of multimodal twitter data. Multim. Tools Appl. 78 (17) (2019)
Le Hoang Son, Akshi Kumar, Saurabh Raj Sangwan, Anshika Arora, Anand Nayyar, Mohamed Abdel-Basset
Sarcasm Detection Using Soft Attention-Based Bidirectional Long Short-Term Memory Model With Convolution Network. IEEE Access 7 (2019)
Akshi Kumar, Abhilasha Sharma
Ontology Driven Social Big Data Analytics for Fog enabled Sentic-Social Governance. Scalable Comput. Pract. Exp. 20 (2) (2019)
Akshi Kumar, Arunima Jaiswal
Swarm intelligence based optimal feature selection for enhanced predictive sentiment accuracy on twitter. Multim. Tools Appl. 78 (20) (2019)
Akshi Kumar, Arunima Jaiswal, Shikhar Garg, Shobhit Verma, Siddhant Kumar
Sentiment Analysis Using Cuckoo Search for Optimized Feature Selection on Kaggle Tweets. Int. J. Inf. Retr. Res. 9 (1) (2019)
Akshi Kumar, Nitin Sachdeva
Cyberbullying detection on social multimedia using soft computing techniques: a meta-analysis. Multim. Tools Appl. 78 (17) (2019)
Akshi Kumar, Saurabh Raj Sangwan, Anand Nayyar
Rumour veracity detection on twitter using particle swarm optimized shallow classifiers. Multim. Tools Appl. 78 (17) (2019)
Deepak Kumar Jain, Akshi Kumar, Saurabh Raj Sangwan, Gia Nhu Nguyen, Prayag Tiwari
A Particle Swarm Optimized Learning Model of Fault Classification in Web-Apps. IEEE Access 7 (2019)
Mahinder Pal Singh Bhatia, Akshi Kumar, Rohit Beniwal
Ontology Driven Software Development for Automated Documentation. Webology 15 (2) (2018)
Akshi Kumar, Arjun Rajpal, Dushyant Rathore
Genre Classification using Word Embeddings and Deep Learning. ICACCI (2018)
Akshi Kumar, Himanshu Ahuja, Nikhil Kumar Singh, Deepak Gupta, Ashish Khanna, Joel J. P. C. Rodrigues
Supported matrix factorization using distributed representations for personalised recommendations on twitter. Comput. Electr. Eng. 71 (2018)
Akshi Kumar, Arjun Rajpal, Dushyant Rathore
Genre Classification using Feature Extraction and Deep Learning Techniques. KSE (2018)
Akshi Kumar, Divya Gupta
Paradigm shift from conventional software quality models to web based quality models. Int. J. Hybrid Intell. Syst. 14 (3) (2017)
Akshi Kumar, Arunima Jaiswal
Image Sentiment Analysis Using Convolutional Neural Network. ISDA (2017)
Akshi Kumar, Nitin Sachdeva, Archit Garg
Analysis of GA Optimized ANN for Proactive Context Aware Recommender System. HIS (2017)
Akshi Kumar, Arunima Joshi
SentIndiGov-O: an Ontology-based Tool for Sentiment Analysis to Empower Digital Governance. ICEGOV (2017)
Akshi Kumar, Shivali Goel
A survey of evolution of image captioning techniques. Int. J. Hybrid Intell. Syst. 14 (3) (2017)
Akshi Kumar, Abhilasha Sharma
Systematic Literature Review on Opinion Mining of Big Data for Government Intelligence. Webology 14 (2) (2017)
Akshi Kumar, Prakhar Dogra, Vikrant Dabas
Emotion analysis of Twitter using opinion mining. IC3 (2015)
Akshi Kumar, Mahinder Pal Singh Bhatia, Rohit Beniwal
Characterizing relatedness of web and requirements engineering. Webology 12 (1) (2015)
Mahinder Pal Singh Bhatia, Akshi Kumar
Paradigm shifts: from pre-web information systems to recent web-based contextual information retrieval. Webology 7 (1) (2010)
Akshi Kumar, Mahinder Pal Singh Bhatia
Improved Web Precision: An Interplay of Proximity Heuristics and Semantic Association of Query-Terms. BAIP (2010)
Mahinder Pal Singh Bhatia, Akshi Kumar
Contextual paradigm for ad hoc retrieval of user-centric web data. IET Softw. 3 (4) (2009)
Mahinder Pal Singh Bhatia, Akshi Kumar
Information Retrieval and Machine Learning: Supporting Technologies for Web Mining Research and Practice. Webology 5 (2) (2008)
Mahinder Pal Singh Bhatia, Akshi Kumar
Contextual Proximity Based Term-Weighting for Improved Web Information Retrieval. KSEM (2007)