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Journal Publications(1200+) citations
2023-24
- Neha Prerna Tigga, Shruti Garg, Nishant Goyal, Justin Raj, Basudeb Raj, “Brain-region specific autism prediction from electroencephalogram signals using graph convolution neural network” Technology and Health Care, Vol. pre-press, 20 Jun 2024, pp. 1 – 25. IOS press IF 1.6 [SCIE, Q4] [Web of Science] E-ISSN 1878-7401, DOI: 10.3233/THC-240550.
- Shruti Garg, Prabhu Murugan, A. Manimaran, Ramesh Sundar, Prabakar Dakshinamoorthy, Gnanajeyaraman Rajaram, “Performance analysis of various classification algorithms for providing competency training to workplace risk prevention” Multimedia Tools and Applications, 19 June 2024, Springer [SCIE, Q1], E-ISSN 1573-7721. IF 3.0. https://doi.org/10.1007/s11042-024-19498-w.
- Shruti Garg, Pushkar Anand, Parnab kumar Chanda, Srinivasa Rao Payyavula, “An Efficient Summarisation and Search Tool for Research Articles” Procedia Computer Science journal, Vol 235 (31 May 2024), pp. 2215-2226, Elsevier. [Scopus] E-ISSN: 1877-0509 CiteScore 4 DOI: https://doi.org/10.1016/j.procs.2024.04.210
- Shruti Garg, Sudhir Sharma, Sumit Dhariwal, W. D. Priya, Mangal Singh, S Ramesh, “Human Crowd Behaviour Analysis Based on Video Segmentation and Classification using Expectation-Maximization with Deep Learning Architectures", Multimedia Tools and Applications, 16 March 2024, Springer [SCIE, Q1], 1573-7721. IF 3.6. https://doi.org/10.1007/s11042-024-18630-0.
- Junaid KM, Sukhi Y, Anjum N, Jeyashree Y, Ahamed AF, Debbarma S, Chaudhary G, Priyadarshini S, Shylashree N, Shruti Garg, Kumar M, “PV-based DC-DC buck-boost converter for LED driver”, e-Prime-Advances in Electrical Engineering, Electronics and Energy, 1 Sep 2023 ; 5 : 100271, ISSN: 2772-6711 DOI: https://doi.org/10.1016/j.prime.2023.100271[SCOPUS]
- Abgeena, Shruti Garg, “S-LSTM-ATT: A hybrid deep learning approach with optimized features for emotion recognition in electroencephalogram”, Health Information Science and Systems, Vol 11, no 1(Aug 2023), pp. 40 ISSN 2047-2501, IF 6.0 [SCIE, Q1] https://doi.org/10.1007/s13755-023-00242-x
2022-23
- Neha Prerna Tigga, Shruti Garg, “Speech Emotion Recognition for multiclass classification using Hybrid CNN-LSTM”, International Journal of Microsystems and IoT, Vol 1, no. 1 (June 2023), pp. 9–17. ISSN: 2584-0495 https://doi.org/10.5281/zenodo.8158288.
- Abgeena, Shruti Garg, “A novel convolution bi-directional gated recurrent unit neural network for emotions recognition in the multichannel Electroencephalogram signals”, Technology and Health Care, Vol 31, no 4(Jun 2023), pp. 1215-1234, IOS press E-ISSN 1878-7401 IF 1.6 [SCIE, Q4] [Web of Science] 10.3233/THC-220458 PMID: 36617799.
- Neha Prerna Tigga, Shruti Garg, "Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals", Health Information Science and Systems, Vol 11 no 1(Jan 2023): ISSN 2047-2501, IF 6.0 [SCIE, Q1] https://doi.org/10.1007/s13755-022-00205-8 PMID: 36590874.
- L. Selvam, Shruti Garg, R. Murali Prasad, Shamimul Qamar, K. Mohana Lakshmi, Vallabhuni Rajeev Ratna, “Collaborative autonomous system based wireless security in signal processing using deep learning techniques”, Optik, 272, Feb 2023, 170313, ISSN 0030-4026, IF 3.1 [SCIE, Q2] https://doi.org/10.1016/j.ijleo.2022.170313
- Shruti Garg, Vivek Kumar, Srinivasa Rao Payyavula. "Identification of Internet of Things (Iot) Attacks Using Gradient Boosting: A Cross Dataset Approach." Telematique, Vol 21, no 1, (Nov 2022): 6982-7012.[ESCI][Web of Science]
- Ahmed, Quazi Warisha, Shruti Garg, "Double Diagonal Puzzle Encryption Standard-512 for Securing Data over Cloud Environment." Journal of Grid Computing, 20, no. 3 (Sep 2022): 1-17. Springer. E-ISSN 1572-9184 IF 3.6 [SCIE, Q1] https://doi.org/10.1007/s10723-022-09612-3.
- Singhal, Anjali, Neeta Kumari, Pooja Ghosh, Yashwant Singh, Shruti Garg, Maulin P. Shah, Pawan Kumar Jha, D. K. Chauhan. "Optimizing cellulase production from Aspergillus flavus using response surface methodology and machine learning models." Environmental Technology & Innovation (Aug 2022), Elsevier E-ISSN 2352 1864 pp. 102805 IF 6.7 [SCIE, Q1] https://doi.org/10.1016/j.eti.2022.10280.
- Ahmed, Quazi Warisha, Shruti Garg, Amrita Rai, Manikandan Ramachandran, Noor Zaman Jhanjhi, Mehedi Masud, Mohammed Baz. "AI-Based Resource Allocation Techniques in Wireless Sensor Internet of Things Networks in Energy Efficiency with Data Optimization." Electronics 11, no. 13 (2022), MDPI, E-ISSN 2079 9292 P. 2071 IF 2.690 [SCIE, Q2] doi: 10.3390/electronics11132071
- Neha Prerna Tigga, Shruti Garg, “Prediction of Global Psychological Stress and Coping Induced by the COVID-19 Outbreak: A Machine Learning Study”, Alpha Psychiatry journal, AVES E-ISSN 2757-8038 IF 0.7. [SCIE] doi: 10.5152/alphapsychiatry.2022.21797
2021-22
- Shruti Garg, Soumyajit Behera, Rahul Kumar Patro, Ashwani Garg, “Deep Neural Network for Electroencephalogram based Emotion Recognition”, IOP : Materials Science & Engineering (MSE), Sep 2021, IF: 0.7 E-ISSN: 1757-899X Volume 1187, paper id 012012. IOP Publishing doi:10.1088/1757-899X/1187/1/012012.
- Shruti Garg, Rahul Kumar Patro, Soumyajit Behera, Neha Prerna Tigga, Ranjita Pandey, “An Overlapping Sliding Window and Combined Features based Emotion Recognition System for EEG Signals” Applied Computing and Informatics journal, Emerald publishing. E-ISSN:2634-1964 CiteScore 16.2 (Scopus, Q1) doi/10.1108/ACI-05-2021-0130 Aug 2021.???????
2020-21
- Shruti Garg, Ashwani Garg, ”Comparison of Machine learning Algorithms for Content Based Personality Resolution of Tweets” In: Social Science and Humanities Open, 4(1), June 2021, Elsevier,(Scopus) E-ISSN: 2590-2911. https://doi.org/10.1016/j.ssaho.2021.100178
- Quazi Warisha Ahmed, Shruti Garg, "Energetic Data Security Management Scheme using Hybrid Encryption Algorithm over Cloud Environment." In: Turkish Journal of Computer and Mathematics Education (TURCOMAT) Vol.12, no. 6, pp. 201-208, April 2021. E-ISSN 1390-4653 https://doi.org/10.17762/turcomat.v12i6.1289
2019-20
- Puja Gupta, Shruti Garg, “Breast Cancer Prediction using varying Parameters of Machine Learning Models”, Procedia Computer Science journal, Vol. 171C, May 2020, pp. 587-595, Elsevier. (Scopus) E-ISSN: 1877-0509 CiteScore 4 https://doi.org/10.1016/j.procs.2020.04.064.
- Prince Kumar, Shruti Garg, Ashwani Garg, “Assessment of Anxiety, Depression and Stress using Machine Learning Models,” Procedia Computer Science journal, Vol. 171C, May 2020, pp. 2073-2083, Elsevier. (Scopus) E-ISSN: 1877-0509 CiteScore 2.09 https://doi.org/10.1016/j.procs.2020.04.213.
- Anupriya, Shruti Garg, Neha Prerna Tigga, “Predicting Anxiety, Depression and Stress in Modern Life using Machine Learning Algorithms,” Procedia Computer Science journal, Vol. 167, Apr 2020, pp. 1258-1267, Elsevier. (Scopus) E-ISSN: 1877-0509 CiteScore 4 https://doi.org/10.1016/j.procs.2020.03.442.
- Neha Prerna Tigga, Shruti Garg, “Prediction of Type 2 Diabetes using Machine Learning Classification Methods,” Procedia Computer Science journal, Vol. 167, Apr 2020, pp. 706-716, Elsevier. (Scopus), E-ISSN: 1877-0509 CiteScore 4 https://doi.org/10.1016/j.procs.2020.03.336. Dataset Available at: Diabetes Dataset 2019 | Kaggle
- Neeta Kumari, Shruti Garg, Anjali Singhal, Madan Kumar, Mallika Bhattacharya, Pawan Kumar Jha, Devendra Kumar Chauhan, Indu Shekhar Thakur, “Optimizing pretreatment of Leucaena leucocephala using artificial neural networks (ANNs),” Bioresource Technology Reports journal, 7, 2019, Elsevier. (Scopus, Q1) E-ISSN 2589- 014X CiteScore 7.8 https://doi.org/10.1016/j.biteb.2019.100289 ISSN: 2589-014X.
Earlier than 2018
- Shruti Garg, “A Study of Retrieval Methods of Multi-Dimensional Images in Different Domains,” International Journal of Advanced Computer Science and Applications (IJACSA), Vol. 9, No.10, Oct 2018, pp. 329-341, E- ISSN 2156-5570.(ESCI, Scopus, Web of Science, Q3).
- Shruti Garg, “Classification of Cracks Old Digital Paintings using Fuzzy Entropy Based Clustering,” International Journal of Engineering Research in Computer Science and Engineering (IJERCSE), vol. 3, issue 6, June 2016, pp. 133-139 E-ISSN: 2390-2324.
- Ankur Singh, Shruti Garg, “PicWords: Creating Pictures by its keywords,” International Research Journal of Engineering and Technology (IRJET), Vol. 02 Issue 02, May-2015, pp. 753-762, E-ISSN 2395 -0056.
- Shruti Garg, G. Sahoo, “Cracks and Brush Strokes Classification in Old Digital Paintings using Clustering Methods,” European Journal of Scientific Research, FRDN Incorporated, Vol. 128, No. 1, Jan. 2015, pp. 18-34, FRDN, E-ISSN 1450-216X.(Scopus).
- Shruti Garg, G. Sahoo, “Analysis of Crack Filling Filters for Restoration of Old Digital Paintings,” International Journal of Applied Engineering Research, Vol. 9, No. 24, 2014, pp. 26225-26242, Research India Publication, E-ISSN: 0973-4562.(Scopus).
- Shruti Garg, G. Sahoo, “Classification of Cracks and Brush Strokes in Old Digital Paintings,” International Journal of Recent Trends in Engineering and Technology, Vol. 11, June 2014, pp. 493-502, ACEEE, E-ISSN: 2158-5563.
- Shruti Garg, G. Sahoo, “Virtual Restoration of Old Digital Paintings,” International Journal of Computer Science and Engineering (IJCSE), Vol. 2, Issue 3, July 2013, pp. 35-46, IASET, E-ISSN 2278-9960.
- Shruti Garg, G. Sahoo, “Crack Classification and Interpolation of Old Digital Paintings,” International Journal of Computer Sciences and Applications, Vol. 1, Issue 5, June 2013, pp. 85-90, Sciepub, E-ISSN 2328-725X.
- Suchismita Das, Shruti Garg, G. Sahoo, “Comparison of Content Based Image Retrieval System using Wavelet Transform and Curvelet Transform,” International Journal of Multimedia and Its Applications (IJMA), Vol. 4, No. 4, Aug 2012, pp. 138-154, AIRCC, E-ISSN 0975-5578.
- Suchismita Das, Shruti Garg, G. Sahoo, “Relevance Feedback Technique in Context Based Image Retrieval System,” International Journal of Graphics and Image Processing, Vol. 1, Issue 2, pp. 215-220, Nov 2011, IFRSA, E-ISSN 2249-5452.
- Rati Jha, Shruti Garg, G. Sahoo, “Crack Filling in Old Digital Paintings,” International Journal of Graphics and Image Processing, Vol. 1, Issue 2, pp. 210-214, Nov 2011, IFRSA, E-ISSN 2249-5452.
Book Chapters
- Shruti Garg, Forecasting of Gold Prices Using Bayesian Regularization Neural Network. In: Nath V., Mandal J.K. (eds) Proceedings of International Conference on Nanoelectronics, Circuits and Communication Systems 2019, Lecture Notes in Electrical Engineering, Vol. 692, 2021, pp. 147-153 Springer, Singapore. DOI:10.1007/978-981-15-7486-3_15 ISBN 978-981-15-7486-3
- Neha Prerna Tigga, Shruti Garg, “Predicting Type 2 Diabetes Using Logistic Regression,” In: Nath V., Mandal J.K. (eds) Proceedings of the Fourth International Conference on Microelectronics, Computing and Communication Systems. Lecture Notes in Electrical Engineering, Vol 673, 2021, pp. 491-500, Springer, Singapore. DOI:10.1007/978-981-15-5546-6_42 ISBN: 978-981-15-5546-6
- Anupriya, Shruti Garg “A Comparison of Prediction Capabilities of Bayesian Regularization and Levenberg–Marquardt Training Algorithms for Cryptocurrencies,” In: Satapathy S., Bhateja V., Mohanty J., Udgata S. (eds) Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies, Vol. 159, 2020, pp. 657-664, Springer, Singapore. DOI:10.1007/978-981-13-9282-5_62 ISBN: 978-981-13-9282-5
- Shruti Garg, "Automatic text summarization of video lectures using subtitles." In: Recent Developments in Intelligent Computing, Communication and Devices, Vol. 555, 2017, pp. 45-52. Springer, Singapore. DOI: 10.1007/978-981-10-3779-5_7 ISBN: 978-981-10-3779-5
- Shruti Garg, G. Sahoo, “A Comparative Study of Classification Methods for Cracks in Old Digital Paintings,” In: Advances in Engineering and Technology Series (AETS), Vol. 3, 2013, pp. 463-468, DOI: 03.AETS.2013.3.253 ACEEE, ISBN: 2214-0344.
- Suchismita Das, Shruti Garg , G. Sahoo, “Comparison of Content Based Image Retrieval System using Wavelet Transform,” In: Advances in Computer Science, Engineering & Applications, Vol. 166, 2012, pp. 639-648, Springer-Verlag. DOI: 10.1007/978-3-642-30157-5_64 ISBN: 978-3-642-30157-5
Conference Publications
- Vikas Kumar Singh, Shruti Garg, Voice Data Analysis of young children for age prediction, published in proceedings of 9th Annual Women’s Meet-AWM2024, pp. 28-29 organized by Venus Internation Foundation to be held on 02 March 2024 at Green Park Hotel, Chennai, Tamil Nadu, India
- Subrato Kumar, Shruti Garg, ELSCNN: A Deep Learning Architecture for Image Counterfeit Detection, presented in 6th International Conference on Multi-Disciplinary Research Studies and Education (ICMDRSE-2023) organized by Institute for Engineering Research and Publication (IFERP) Malaysia Society held on 19-20 May 2023.
- Kaushik Gupta, Shruti Garg, Parnab Kumar Chanda, Srinivasa Rao Payyavula, Sudip Kumar Sahana, An Unsupervised Category Extraction Model from Research Articles Abstract presented in International Conference on Intelligent Systems and New Applications (ICISNA) held on 28-30 April 2023.
- Pushkar Anand, Shruti Garg, Parnab Kumar Chanda, Srinivasa Rao Payyavula, Sandip Dutta, An Efficient Text Summarization Tool using Page Rank Algorithm presented in International Conference on Intelligent Systems and New Applications (ICISNA) held on 28-30 April 2023.
- Abgeena, Shruti Garg, EEG evoked automated emotion recognition using deep convolution neural network, presented in 2023 Fifth IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT 2023) held at Velalar College of Engineering & Technology, Erode, Tamil Nadu, India during 22-24 Feb 2023 (available at IEEE explorer) DOI 10.1109/ICECCT56650.2023.10179711: .
- Shruti Garg, Rashmi, Ranjita Pandey, Ashwani Garg, Assessment of the Impact of Personality Characteristic on Emotion Resilience, published in 2022 8th International Conference on Advanced Computing and Communication Systems (ICACCS), Organized by Sri Eshwar College of Engineering, Coimbatore, Tamilnadu, India on 25-26 March 2022 (available at IEEE explorer) DOI: 10.1109/ICACCS54159.2022.9785132
- Vivek Kumar, Ankit Kumar, Shruti Garg, Srinivasa Rao Payyavula, Boosting Algorithm for identifying Distributed Denial of Service Attack, published in IOP: Journal of Physics Conference Series (SCOPUS Indexed). Date of Conference 21-22 Dec 2021 organized by Universiti Malaysia Perlis.
- Neha Prerna Tigga, Shruti Garg, Ranjita Pandey, A Multiclass Emotion Recognition using Hybrid CNN-LSTM Neural Network, presented in 1st International Conference on Nanoelectronics Machine Learning Internet of Things & Computing Systems (NMIC-2021) organized by IETE & ISVE Ranchi Centre on 13-14th March 2021 at ARTTC, BSNL near Jumar River, Hazaribag Road, Ranchi
- Quazi Warisha Ahmed, Shruti Garg, “Understanding Information Security through Advanced Encryption Standard” presented in First Online International Conference on “Continuity, Consistency and Innovation in Applied Sciences and Humanities” (ICCIASH-2020) organized by Department of Science and Humanities, St. Martin’s Engineering College, Dhulapally, Secunderabad, T.S, India on 13th-14th August 2020.
- Puja Gupta, Shruti Garg, Ashwani Garg, “Convolution Neural Network for Lung Cancer” presented in International Conference on Recent Trends in Artificial Intelligence, IOT, Smart Cities and Applications (ICAISC 2020), 28-29 Feb. 2020 held at Chaibasa Engineering College, Jharkhand -833201, India sponsored by TEQIP-III. http://dx.doi.org/10.2139/ssrn.3562893 (Available in SSRN digital library)
- Shruti Garg, Gaurav Kumar, Ashwani Garg, “Convolution Neural Network for Speech Emotion Recognition,” presented in 2nd International Conference of Energy Systems, Drives and Automations (ESDA2019), 28-29 Dec. 2019 held at Kolkata, West Bengal, India organized by Applied Computer Technology, Kolkata.
- Puja Gupta, Shruti Garg, “Convolution Neural Network for Skin Cancer”, presented in 2ND International Conference of Energy Systems, Drives and Automations (ESDA2019), 28-29 Dec. 2019 held at Kolkata, West Bengal, India organized by Applied Computer Technology, Kolkata.
- Quazi Warisha Ahmed, Shruti Garg, “A cloud computing based advanced encryption standards,” In: proceedings of 3rd International Conference on IOT in Social, Mobile, Analytics and cloud(ISMAC 2019), 12-14 Dec. 2019 held at SCAD Institute of Technology, Palladam, Coimbatore, pp. 89-95 DOI: 10.1109/I-SMAC47947.2019.9032581 (Available on IEEE Explorer)
- Anupriya, Shruti Garg, "Autoregressive Integrated Moving Average Model based Prediction of Bitcoin Close Price," In: proceedings of 2018 International Conference on Smart Systems and Inventive Technology (ICSSIT), Tirunelveli, India, 2018, pp. 473-478. DOI: 10.1109/ICSSIT.2018.8748423 (Available on IEEE Explorer) 13-14 Dec 2018.
- Shruti Garg, “Analysis of Cryptocurrencies: Why Bitcoin Is Leader?” In: proceedings of 2nd International Conference on Recent Research and Innovations in Social Science, Humanities (ICRRISH-2018), 16 Sep. 2018 help at North West Regional Centre Punjab University Campus, Chandigarh(India), ISBN: 978-93-87433.
- Shruti Garg, “A survey on NPR packing techniques”, In: proceedings of International Conference on Emerging Trends in Engineering and Technology, 23-24 July 2016 held at Pune.
- Shruti Garg, “Comparison of crack filling filters of old digital paintings”, In: proceedings of 3rd International Conference on Microelectronics, Circuits and Systems(Micro 2016), pp. 199-201, 09-10 July 2016 held at Science City, Kolkata, West Bengal.
- Shruti Garg, “Classification of Cracks in Old Digital Painting using Fuzzy Entropy Based Clustering”, In: proceedings of International Conference on Emerging Trends in Engineering and Technology, pp. 50-56, 26 June 2016 held at Lucknow.
- Shruti Garg, “Context Based Image Retreival”, presented in National Seminar on Advances in Computer Science and Technology held at SRMSCET, Bareilly on 15 April, 2007.
- Shruti Garg, K. Ushah Kiran, Ram Mohan, U S Tiwary, “Multilevel Medical Image Fusion using Segmented Image by Level Set Evolution with Region Competition”, In: proceedings of 27th Annual International Conference of the IEEE Engineering and Medicine and Biology Society (EMBS), held at Shanghai, China on September 1- 4, 2005, pp. 7680-7683. DOI: 10.1109/IEMBS.2005.1616291 (Available on IEEE Explorer)
- A.K. Agrawal, P.K. Muhuri, Shruti Garg, “Query Optimization in Fuzzy Databases” In: proceeding of National Level Conference of Fuzzy Set Theory and Its Mathematical Aspects and Application held at BHU 26 - 28 Dec 2002.
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