Human versus AI generated text classification using deep learning and transformers.

Ishaani Priyadarshini

Ishaani Priyadarshini Jyotir Moy Chatterjee Prisha Rawat Human versus AI generated text classification using deep learning and transformers. 2026 March 143 38 Neural Comput. Appl. 5 https://doi.org/10.1007/s00521-026-11872-z db/journals/nca/nca38.html#PriyadarshiniCR26 streams/journals/nca

Vikram Puri Ishaani Priyadarshini Aman Kataria Sita Rani Hong Min Privacy-First ML for Chronic Kidney Disease Prediction: Exploring a Decentralized Approach Using Blockchain and IPFS. 43178-43189 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3548645 db/journals/access/access13.html#PuriPKRM25 streams/journals/access

Ishaani Priyadarshini An Explainable Autoencoder-Based Feature Extraction Combined with CNN-LSTM-PSO Model for Improved Predictive Maintenance. 2025 635-659 83 Comput. Mater. Continua 1 https://doi.org/10.32604/cmc.2025.061062 db/journals/cmc/cmc83.html#Priyadarshini25 streams/journals/cmc

Amit Sagu Nasib Singh Gill Preeti Gulia Ishaani Priyadarshini Jyotir Moy Chatterjee Hybrid Optimization Algorithm for Detection of Security Attacks in IoT-Enabled Cyber-Physical Systems. 35-46 2025 February 11 IEEE Trans. Big Data 1 https://doi.org/10.1109/TBDATA.2024.3372368 db/journals/tbd/tbd11.html#SaguGGPC25 streams/journals/tbd

Ishaani Priyadarshini Anomaly Detection of IoT Cyberattacks in Smart Cities Using Federated Learning and Split Learning. 21 2024 March 8 Big Data Cogn. Comput. 3 https://doi.org/10.3390/bdcc8030021 db/journals/bdcc/bdcc8.html#Priyadarshini24

Ishaani Priyadarshini Swarm-intelligence-based quantum-inspired optimization techniques for enhancing algorithmic efficiency and empirical assessment. 69 2024 December 6 Quantum Mach. Intell. 2 https://doi.org/10.1007/s42484-024-00201-z db/journals/qmi/qmi6.html#Priyadarshini24 streams/journals/qmi

Sangeeta Yadav Preeti Gulia Nasib Singh Gill Ishaani Priyadarshini Rohit Sharma 0002 Kusum Yadav Ahmed Alkhayyat 0001 Video Object Detection From Compressed Formats for Modern Lightweight Consumer Electronics. 4507-4514 2024 February 70 IEEE Trans. Consumer Electron. 1 https://doi.org/10.1109/TCE.2023.3325480 db/journals/tce/tce70.html#YadavGGPSYA24

Deepak Gupta 0002 Le Sun 0003 Oana Geman Ishaani Priyadarshini Guest Editorial Next-Generation Imaging Technology for Consumer Electronics. 7129-7134 2024 November 70 IEEE Trans. Consumer Electron. 4 https://doi.org/10.1109/TCE.2024.3480311 db/journals/tce/tce70.html#GuptaSGP24 streams/journals/tce

Ishaani Priyadarshini Raghvendra Kumar 0001 Ahmed Alkhayyat 0001 Rohit Sharma 0002 Kusum Yadav Lulwah M. Alkwai Sachin Kumar 0001 Survivability of industrial internet of things using machine learning and smart contracts. 108617 2023 April 107 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2023.108617 db/journals/cee/cee107.html#PriyadarshiniKASYAK23

Ishaani Priyadarshini Rohit Sharma 0002 Dhowmya Bhatt Mohammed S. Al-Numay Human activity recognition in cyber-physical systems using optimized machine learning techniques. 2199-2215 2023 August 26 Clust. Comput. 4 https://doi.org/10.1007/s10586-022-03662-8 db/journals/cluster/cluster26.html#PriyadarshiniSBA23

Ishaani Priyadarshini Pinaki Mohanty Raghvendra Kumar 0001 David Taniar Monkeypox Outbreak Analysis: An Extensive Study Using Machine Learning Models and Time Series Analysis. 36 2023 February 12 Comput. 2 https://doi.org/10.3390/computers12020036 db/journals/computers/computers12.html#PriyadarshiniMKT23

Ishaani Priyadarshini Pinaki Mohanty Ahmed Alkhayyat 0001 Rohit Sharma 0002 Sachin Kumar 0001 SDN and application layer DDoS attacks detection in IoT devices by attention-based Bi-LSTM-CNN. 2023 November 34 Trans. Emerg. Telecommun. Technol. 11 https://doi.org/10.1002/ett.4758 db/journals/ett/ett34.html#PriyadarshiniMASK23

Ishaani Priyadarshini Autism Screening in Toddlers and Adults Using Deep Learning and Fair AI Techniques. 292 2023 15 Future Internet 9 https://doi.org/10.3390/fi15090292 https://www.wikidata.org/entity/Q125465866 db/journals/fi/fi15.html#Priyadarshini23

Ayushi Chahal Preeti Gulia Nasib Singh Gill Ishaani Priyadarshini A Hybrid Univariate Traffic Congestion Prediction Model for IoT-Enabled Smart City. 268 2023 May 14 Inf. 5 https://doi.org/10.3390/info14050268 db/journals/information/information14.html#ChahalGGP23

Ishaani Priyadarshini Sandipan Sahu Raghvendra Kumar 0002 A transfer learning approach for detecting offensive and hate speech on social media platforms. 27473-27499 2023 July 82 Multim. Tools Appl. 18 https://doi.org/10.1007/s11042-023-14481-3 db/journals/mta/mta82.html#PriyadarshiniSK23

Ishaani Priyadarshini Jyotir Moy Chatterjee Sujatha Radhakrishnan NZ Jhanjhi Ali Karime Mehedi Masud Exploring Internet Meme Activity during COVID-19 Lockdown Using Artificial Intelligence Techniques. 2022 36 Appl. Artif. Intell. 1 https://doi.org/10.1080/08839514.2021.2014218 db/journals/aai/aai36.html#PriyadarshiniCR22

Ishaani Priyadarshini Biswaranjan Bhola Raghvendra Kumar 0001 Chakchai So-In A Novel Cloud Architecture for Internet of Space Things (IoST). 15118-15134 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3144137 db/journals/access/access10.html#PriyadarshiniBK22

Nguyen Thi Kim Son Nguyen Phuong Dong Hoang Viet Long Raghvendra Kumar 0001 Ishaani Priyadarshini Interval neutrosophic stochastic dynamical systems driven by Brownian motion. 109609 2022 129 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2022.109609 db/journals/asc/asc129.html#SonDLKP22

Ishaani Priyadarshini Ahmed Alkhayyat 0001 Anita Gehlot Raghvendra Kumar 0001 Time series analysis and anomaly detection for trustworthy smart homes. 108193 2022 102 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2022.108193 db/journals/cee/cee102.html#PriyadarshiniAG22

Amit Sagu Nasib Singh Gill Preeti Gulia Jyotir Moy Chatterjee Ishaani Priyadarshini A Hybrid Deep Learning Model with Self-Improved Optimization Algorithm for Detection of Security Attacks in IoT Environment. 301 2022 14 Future Internet 10 https://doi.org/10.3390/fi14100301 https://www.wikidata.org/entity/Q114936888 db/journals/fi/fi14.html#SaguGGCP22

Radhakrishnan Sujatha Jyotir Moy Chatterjee Ishaani Priyadarshini Aboul Ella Hassanien Abd Allah A. Mousa Safar M. Alghamdi Self-organizing Maps and Bayesian Regularized Neural Network for Analyzing Gasoline and Diesel Price Drifts. 6 2022 15 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.1007/s44196-021-00060-7 db/journals/ijcisys/ijcisys15.html#RadhakrishnanCP22

Ishaani Priyadarshini Sandipan Sahu Raghvendra Kumar 0002 David Taniar A machine-learning ensemble model for predicting energy consumption in smart homes. 100636 2022 20 Internet Things https://doi.org/10.1016/j.iot.2022.100636 db/journals/iot/iot20.html#PriyadarshiniSK22

Ishaani Priyadarshini Pinaki Mohanty Raghvendra Kumar 0001 Rohit Sharma 0002 Vikram Puri Pradeep Kumar Singh 0001 A study on the sentiments and psychology of twitter users during COVID-19 lockdown period. 27009-27031 2022 81 Multim. Tools Appl. 19 https://doi.org/10.1007/s11042-021-11004-w db/journals/mta/mta81.html#PriyadarshiniMK22

Ishaani Priyadarshini Raghvendra Kumar 0001 Rohit Sharma 0002 Pradeep Kumar Singh 0001 Suresh Chandra Satapathy Identifying cyber insecurities in trustworthy space and energy sector for smart grids. 107204 2021 93 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2021.107204 db/journals/cee/cee93.html#PriyadarshiniKS21

Vikram Puri Ishaani Priyadarshini Raghvendra Kumar 0001 Chung Van Lê Smart contract based policies for the Internet of Things. 1675-1694 2021 24 Clust. Comput. 3 https://doi.org/10.1007/s10586-020-03216-w db/journals/cluster/cluster24.html#PuriPKL21

Ishaani Priyadarshini Vikram Puri A convolutional neural network (CNN) based ensemble model for exoplanet detection. 735-747 2021 14 Earth Sci. Informatics 2 https://doi.org/10.1007/s12145-021-00579-5 db/journals/esi/esi14.html#PriyadarshiniP21

Ishaani Priyadarshini Vikram Puri Mars weather data analysis using machine learning techniques. 1885-1898 2021 14 Earth Sci. Informatics 4 https://doi.org/10.1007/s12145-021-00643-0 https://www.wikidata.org/entity/Q123473275 db/journals/esi/esi14.html#PriyadarshiniP21a

Ishaani Priyadarshini Raghvendra Kumar 0001 Le Minh Tuan Le Hoang Son Hoang Viet Long Rohit Sharma 0002 Sakshi Rai A new enhanced cyber security framework for medical cyber physical systems. 159-183 2021 35 SICS Softw.-Intensive Cyber Phys. Syst. 3-4 https://doi.org/10.1007/s00450-021-00427-3 https://www.wikidata.org/entity/Q113445112 db/journals/ife/ife35.html#PriyadarshiniKT21

Ishaani Priyadarshini Chase Cotton Intelligence in cyberspace: the road to cyber singularity. 683-717 2021 33 J. Exp. Theor. Artif. Intell. 4 https://doi.org/10.1080/0952813X.2020.1784296 db/journals/jetai/jetai33.html#PriyadarshiniC21

Nizar Rokbani Raghvendra Kumar 0001 Ajith Abraham Adel M. Alimi Hoang Viet Long Ishaani Priyadarshini Le Hoang Son Bi-heuristic ant colony optimization-based approaches for traveling salesman problem. 3775-3794 2021 25 Soft Comput. 5 https://doi.org/10.1007/s00500-020-05406-5 db/journals/soco/soco25.html#RokbaniKAALPS21

Ishaani Priyadarshini R. K. Mohanty 0001 High-resolution half-step compact numerical approximation for 2D quasilinear elliptic equations in vector form and the estimates of normal derivatives on an irrational domain. 9967-9991 2021 25 Soft Comput. 15 https://doi.org/10.1007/s00500-020-05505-3 db/journals/soco/soco25.html#PriyadarshiniM21

Ishaani Priyadarshini Chase Cotton A novel LSTM-CNN-grid search-based deep neural network for sentiment analysis. 13911-13932 2021 77 J. Supercomput. 12 https://doi.org/10.1007/s11227-021-03838-w db/journals/tjs/tjs77.html#PriyadarshiniC21

Sunkuru Gopal Krishna Patro Brojo Kishore Mishra Sanjaya Kumar Panda Raghvendra Kumar 0001 Hoang Viet Long David Taniar Ishaani Priyadarshini A Hybrid Action-Related K-Nearest Neighbour (HAR-KNN) Approach for Recommendation Systems. 90978-90991 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2994056 db/journals/access/access8.html#PatroMPKLTP20

Tong Anh Tuan Hoang Viet Long Le Hoang Son Raghvendra Kumar 0001 Ishaani Priyadarshini Nguyen Thi Kim Son Performance evaluation of Botnet DDoS attack detection using machine learning. 283-294 2020 13 Evol. Intell. 2 https://doi.org/10.1007/s12065-019-00310-w https://www.wikidata.org/entity/Q126806081 db/journals/evi/evi13.html#TuanLSKPS20

Minh Thanh Vo Rohit Sharma 0002 Raghvendra Kumar 0001 Le Hoang Son Binh Thai Pham Dieu Tien Bui Ishaani Priyadarshini Manash Sarkar Tuong Le Crime rate detection using social media of different crime locations and Twitter part-of-speech tagger with Brown clustering. 4287-4299 2020 38 J. Intell. Fuzzy Syst. 4 https://doi.org/10.3233/JIFS-190870 db/journals/jifs/jifs38.html#VoSKSPBPSL20

Sudan Jha Raghvendra Kumar 0001 Le Hoang Son Francisco Chiclana Vikram Puri Ishaani Priyadarshini Neutrosophic approach for enhancing quality of signals. 16883-16914 2020 79 Multim. Tools Appl. 23-24 https://doi.org/10.1007/s11042-019-7375-0 https://www.wikidata.org/entity/Q128245645 db/journals/mta/mta79.html#JhaKSCPP20

Ayyasamy Ayyanar Eanoch Golden Julie Yesudhas Harold Robinson Subramanian Balaji Raghvendra Kumar 0001 Le Hoang Son Pham Huy Thong Ishaani Priyadarshini AVRM: adaptive void recovery mechanism to reduce void nodes in wireless sensor networks. 987-1001 2020 13 Peer-to-Peer Netw. Appl. 3 https://doi.org/10.1007/s12083-019-00865-6 db/journals/ppna/ppna13.html#AyyanarJRBKSTP20

Nakul Pritam Manju Khari Le Hoang Son Raghvendra Kumar 0001 Sudan Jha Ishaani Priyadarshini Mohamed Abdel-Basset Hoang Viet Long Assessment of Code Smell for Predicting Class Change Proneness Using Machine Learning. 37414-37425 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2905133 https://www.wikidata.org/entity/Q110510943 db/journals/access/access7.html#PritamKSKJPAL19

Sudan Jha Raghvendra Kumar 0001 Le Hoang Son Mohamed Abdel-Basset Ishaani Priyadarshini Rohit Sharma 0002 Hoang Viet Long Deep Learning Approach for Software Maintainability Metrics Prediction. 61840-61855 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2913349 https://www.wikidata.org/entity/Q127982630 db/journals/access/access7.html#JhaKSAPSL19

Vikram Puri Sudan Jha Raghvendra Kumar 0001 Ishaani Priyadarshini Le Hoang Son Mohamed Abdel-Basset Mohamed Elhoseny Hoang Viet Long A Hybrid Artificial Intelligence and Internet of Things Model for Generation of Renewable Resource of Energy. 111181-111191 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2934228 db/journals/access/access7.html#PuriJKPSAEL19

Ishaani Priyadarshini Jay Sarraf Smart and Accountable Water Distribution for Rural Development. 251-258 2016 FICTA (1) https://doi.org/10.1007/978-981-10-3153-3_25 conf/ficta/2016-1 db/conf/ficta/ficta2016-1.html#PriyadarshiniS16 Mohamed Abdel-Basset Ajith Abraham Mohammed S. Al-Numay Safar M. Alghamdi Adel M. Alimi Ahmed Alkhayyat 0001 Lulwah M. Alkwai Ayyasamy Ayyanar Subramanian Balaji Dhowmya Bhatt Biswaranjan Bhola Dieu Tien Bui Ayushi Chahal Jyotir Moy Chatterjee Francisco Chiclana Chase Cotton Nguyen Phuong Dong Mohamed Elhoseny Anita Gehlot Oana Geman Nasib Singh Gill Preeti Gulia Deepak Gupta 0002 Aboul Ella Hassanien Sudan Jha N. Z. JhanjhiNZ Jhanjhi Eanoch Golden Julie Ali Karime Aman Kataria Manju Khari Raghvendra Kumar 0001 Raghvendra Kumar 0002 Sachin Kumar 0001 Chung Van Lê Tuong Le Hoang Viet Long Mehedi Masud Hong Min Brojo Kishore Mishra Pinaki Mohanty R. K. Mohanty 0001 Abd Allah A. Mousa Sanjaya Kumar Panda Sunkuru Gopal Krishna Patro Binh Thai Pham Nakul Pritam Vikram Puri Sujatha RadhakrishnanRadhakrishnan Sujatha Sakshi Rai Sita Rani Prisha Rawat Yesudhas Harold Robinson Nizar Rokbani Amit Sagu Sandipan Sahu Manash Sarkar Jay Sarraf Suresh Chandra Satapathy Rohit Sharma 0002 Pradeep Kumar Singh 0001 Chakchai So-In Le Hoang Son Nguyen Thi Kim Son Le Sun 0003 David Taniar Pham Huy Thong Le Minh Tuan Tong Anh Tuan Minh Thanh Vo Kusum Yadav Sangeeta Yadav