PAPERS PUBLISHED:
International Journals
OptiFake: Optical Flow Extraction for Deepfake Detection Using Ensemble Learning Technique", has been published in Multimedia Tools and Applications. DOI: 10.1007/s11042-024-18641-x (SCIE, IF:2.577).
Srishti Vashishtha, Vedika Gupta and Mamta Mittal, “Sentiment analysis using fuzzy logic: A comprehensive literature review" accepted for publication in WIREs Data Mining and Knowledge Discovery. (SCIE, IF: 7.558).
Vedika Gupta, Harshit Gaur, Srishti Vashishtha, Uttirna Das, Vivek Kumar Singh and D. Jude Hemanth ,“A fuzzy rule‐based system with decision tree for breast cancer detection." IET Image Processing (2023), DOI: 10.1049/ipr2.12774. (SCIE, IF: 2.203)
Srishti Vashishtha and Seba Susan, “Neuro-fuzzy network incorporating multiple lexicons for social sentiment analysis." Soft Computing (2021), DOI: 10.1007/s00500-021-06528-0. (SCIE, IF: 3.643)
Srishti Vashishtha and Seba Susan, “Sentiment Cognition from Words Shortlisted by Fuzzy Entropy." IEEE Transactions on Cognitive and Developmental Systems, vol. 12, no. 3, pp. 541-550, Sept. 2020, doi: 10.1109/TCDS.2019.2937796. (SCIE, IF: 3.379)
Srishti Vashishtha and Seba Susan, "Highlighting Keyphrases using Senti-Scoring and Fuzzy Entropy for Unsupervised Sentiment Analysis." Expert Systems with Applications (2021), Volume 169, 1 May 2021, 114323, ISSN 0957-4174. (SCIE, IF: 6.954)
Srishti Vashishtha and Seba Susan, "Fuzzy Rule based Unsupervised Sentiment Analysis from Social Media Posts." Expert Systems with Applications (2019), Volume 138, 30 December 2019, 112834 112834. (SCIE, IF: 6.954)
Srishti Vashishtha and Seba Susan, "Inferring Sentiments from Supervised Classification of Text and Speech cues using Fuzzy Rules." Procedia Computer Science 167 (2020): 1370-1379. (Scopus-Indexed)
Automated Malware Classification based on Hybrid CNN-SVM framework published in TIJER - International Research Journal, Volume- 10, Issue 11.
Srishti Vashishtha and Jaspreeti Singh, “Validation of Object-Oriented Metrics for Evaluating Understandability of Data Warehouse Models” Published in International Journal of Computer Applications (IJCA) ISBN: 0975– 8887, Volume 118 – No. 13, May 2015.
Srishti Vashishtha and Jaspreeti Singh, “Data Quality Tools for Datawarehouse Models” Published in International Journal of Engineering Science and Technology" (IJEST) ISSN: 0975-5462, Vol. 7 No.5, May 2015.
National Journals
Srishti Vashishtha, “Impact caused by COVID-19 on Mental Health: word- level analysis” in Journal of Multi Disciplinary Engineering Technologies, vol. 15 no. 2 (Aug 2021).
Conferences
"Digitalization of Objects using Augmented Reality and Machine learning-A Secure and Seamless Approach." In 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS), pp. 1-5. IEEE, 2024.
"Cognitive Video Analysis for Anomaly Detection Using Deep Learning." In 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS), pp. 1-6. IEEE, 2024.
"Multimodal machine learning approach for detecting spyware and ransomware." In 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS), pp. 1-8. IEEE, 2024.
"Leveraging ML Power for Crowdfunding Success Evaluation and Security Enforcement." In 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS), pp. 1-6. IEEE, 2024.
“Classification of Musical Instrument Sounds using KNN and CNN” presented in INDIACom - 2024; International Conference on Computing for Sustainable Global Development (IEEE).
“A Novel Technique for The Early Diagnosis of Mental Health Using Natural Language Processing” presented In 7th INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING & COMMUNICATION (ICICC-2024) (Springer).
“Comparative Analysis of U-Net-Based Architectures for Medical Image Segmentation”. In International Conference on Advances and Applications of Artificial Intelligence and Machine Learning (pp. 715-725). Singapore: Springer Nature Singapore, 2022.
Srishti Vashishtha, Suraj Kumar, Vishakha Bothra, Vishal Singhal and Aaryan Sharma, "Vehicle Detection System using YOLOv4," 2022 4th International Conference on Artificial Intelligence and Speech Technology (AIST), Delhi, India, 2022, pp. 1-5, doi: 10.1109/AIST55798.2022.10064928. IEEE, 2022
Eva Sarin, Srishti Vashishtha, Megha and Simran Kaur, “SentiSpotMusic: a music recommendation system based on sentiment analysis” in 4th International Conference on Recent Trends in Computer Science and Technology (ICRTCST)- 2021. IEEE, 2022.
Aarushi Dua, Abhishek Bhatia, Bhavya Kalra and Srishti Vashishtha, “A Novel Recurrent and Convolutional Neural Network Technique for Generating Handwriting from Voice” in 2021 Third International Conference on Inventive Research in Computing Applications (ICIRCA), pp. 1439-1444. IEEE, 2021.
Srishti Vashishtha and Seba Susan, "Fuzzy Interpretation of Word Polarity Scores for Unsupervised Sentiment Analysis." In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pp. 1-6. IEEE, 2020.
Srishti Vashishtha and Seba Susan, "Unsupervised Fuzzy Inference System for Speech Emotion Recognition using audio and text cues (Workshop Paper)." In 2020 IEEE Sixth International Conference on Multimedia Big Data (BigMM), pp. 394-403. IEEE, 2020.
Srishti Vashishtha and Seba Susan, “Fuzzy Logic Based Dynamic Plotting of Mood Swings from Tweets." In International Conference on Innovations in Bio-Inspired Computing and Applications, pp. 129-139. Springer, Cham, 2018.