Department of Computer Engineering NIT Campus Kurukshetra-136119
Speech Processing, Pattern Recognition, Image Processing, Natural Language Processing, Soft Computing, Multimedia Security, Machine Learning, Image and Video Encryption
1. Call for Papers: International Conference on Paradigms of Communication,Computing and Data Sciences (PCCDS-2021) in Virtual Mode ( 7 May 2021 to 09 May 2021)
3. Call for Papers: International Conference on Paradigms of Computing,Communication and Data Sciences (PCCDS-2020) at NIT Kurukshetra ( 1 May 2020 to 03 May 2020)
Experience :
Teaching 18+ Years
PhD Scholars:
Full Time – 02
Part Time – 02
M.Tech Dissertations:
Completed – 35
Under Progress – 2
Others:Teaching Specialization
Theory of Computation, Algorithms, Compiler Design, Statistical Methods for Computer Science, Discrete Structures.
Activity as an Administrative
Warden, Dronacharya Bhawan, NIT, Kurukshetra (July 2018- June 2019)
Warden, Indivar Bhawan, NIT, Kurukshetra (July 2015- June 2018)
Prof In-charge Laboratories
Deputy Center Superintendent (End Semester Examination, 2012)
Centre Superintendent (End Semester Examinations 2017)
Faculty In-charge Photography Club (Confluence)
Professor In-charge Technobyte (Department Technical Society Year 2008)
Academic Activities
Member, Departmental Purchase Committee (DPC)
Member, Departmental Advisory Committee (DAC)
Member (committee for proposing new M.Tech scheme)
Member (committee for revising M.Tech & B.Tech scheme)
Member Department Board of Studies (BoS)
Workshop/Seminar/Conference Organized
Short Term Course on Pattern Recognition and Cyber Security Applications 05.09.2019-09.09.2019, at NIT Kurukshetra.
Short Term Course on 5G Wireless Communication Networks: Fundamentals and Implementation Issues during 10.07.2017-15.07.2017, at NIT Kurukshetra.
National Workshop on Cyber Security: Current Trends and Future Perspective (CSCTFP-2017) organized during 1st March to 3rd March 2017.
Workshop On Next Generation Computing: Research Issues and Challenges (NGC16) organized during 27 June 2016 to 01 July 2016.
International Paper Presentations
Presented research work entitled “Color Image Encryption using Synchronous CML-DNA and Weighted Bi-objective Genetic Algorithm”. In ACM 3rd International Conference on Big Data and Internet of Things held at La Trobe University Melbourne Australia during 22-24 August 2019.
Presented research work entitled “Discriminative Training using Heterogeneous Feature Vector for Hindi Automatic Speech Recognition System” in IEEE International Conference on Computer and Applications (ICCA-2017) held in Dubai UAE during 6-7 September 2017.
Presented research work entitled “An Advanced Web-Based Hindi Language Interface to Database using Machine Learning Approach” in 18th International Conference on Human-Computer Interaction (HCI) held Toronto, Canada during 17- 22 July 2016.
Presented research work entitled “Implementation and Performance Evaluation of Speaker Adaptive Continuous Hindi ASR using Tri-phone based Acoustic Modelling” in the International Conference on Future Computational Technologies (ICFCT’2015), held in Singapore, during March 29-30, 2015.
Presented research work entitled “Hindi Language Graphical User Interface to Database Management System” in the 12th IEEE International Conference on Machine Learning and Applications (ICMLA’12) held in Miami, FL USA during 04-07 December 2013.
Editorial
[1] Dua, M., & Jain, A. K. (Eds.). (2021). Handbook of Research on Machine Learning Techniques for Pattern Recognition and Information Security. IGI Global. http://doi:10.4018/978-1-7998-3299-7
[2] Dave, M., Garg, R., Dua, M., Hussien, J. (Eds.) (2021). Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences. (PCCDS 2020) Algorithms for Intelligent Systems, Springer Singapore https://doi.org/10.1007/978-981-15-7533-4
[3] Garg, R., Dua, M., (Guest Eds.) (2021). Special Issue on: PCCDS-2020 Building Intelligent Applications Using Machine Learning-Part 1 International Journal of Swarm Intelligence Inderscience Publishers, Vol.6 No.2. https://www.inderscience.com/info/inarticletoc.phpjcode=ijsi&year=2021&vol=6&issue=2
[4] Garg, R., Dua, M., (Guest Eds.) (2022). Special Issue on: PCCDS-2020 Building Intelligent Applications Using Machine Learning-Part 2 International Journal of Swarm Intelligence Inderscience Publishers, Vol.7 No.1. https://www.inderscience.com/info/inarticletoc.php?jcode=ijsi&year=2022&vol=7&issue=1
[5] Dua, M., Jain, A. K., Yadav, A., Kumar, N., & Siarry, P. (2022). Proceedings of the International Conference on Paradigms of Communication, Computing and Data Sciences. (PCCDS 2021) Algorithms for Intelligent Systems, Springer Singapore. https://doi.org/10.1007/978-981-16-5747-4
List of Publications
1st July 2023–30th June 2024
International Journal Papers:
[1] Kumar, A., & Dua, M. (2024). A novel exponent–sine–cosine chaos map-based multiple-image encryption technique. Multimedia Systems, 30(3), 141. (SCI Indexed). https://doi.org/10.1007/s00530-024-01334-8
[2] Joshi, S., & Dua, M. (2024). Noise Robust Audio Spoof Detection Using Hybrid Feature Extraction and LCNN. SN Computer Science, 5(4), 425. (Scopus Indexed) https://doi.org/10.1007/s42979-024-02774-9
[3] Chakravarty, N., & Dua, M. (2024). Feature extraction using GTCC spectrogram and ResNet50 based classification for audio spoof detection. International Journal of Speech Technology, 1-13. (Scopus Indexed) https://doi.org/10.1007/s10772-024-10093-w
[4] Dua, M., Bhagat, B., Dua, S., & Chakravarty, N. (2024). A review on Gujarati language based automatic speech recognition (ASR) systems. International Journal of Speech Technology, 1-24.(Scopus Indexed) https://doi.org/10.1007/s10772-024-10087-8
[5] Dua, M., Nalawade, S., & Dua, S. (2024). Underwater image enhancement by using amalgamation of colour correction, contrast-enhancing and dehazing. Physica Scripta. (SCI indexed) http://10.1088/1402-4896/ad2d9c
[6] Kumari, S., Dua, M., Dua, S., & Dhingra, D. (2024). A novel Cosine-Cosine chaotic map-based video encryption scheme. Journal of Engineering and Applied Science, 71(1), 1-17.(Scopus indexed) https://doi.org/10.1186/s44147-024-00376-z
[7] Pankaj, S., & Dua, M. (2024). Chaos based Medical Image Encryption Techniques: A Comprehensive Review and Analysis. Information Security Journal: A Global Perspective, 1-27.(Scopus indexed) https://doi.org/10.1080/19393555.2024.2312975
[8] Dua, M., Bhagat, B., & Dua, S. (2024). An amalgamation of integrated features with DeepSpeech2 architecture and improved spell corrector for improving Gujarati language ASR system. International Journal of Speech Technology, 1-13. (Scopus indexed) https://doi.org/10.1007/s10772-024-10082-z
[9]Chakravarty, N., & Dua, M. (2024). A lightweight feature extraction technique for deepfake audio detection. Multimedia Tools and Applications, 1-25.(SCI indexed)https://doi.org/10.1007/s11042-024-18217-9
[10]Chakravarty, N., & Dua, M. (2024). An improved feature extraction for Hindi language audio impersonation attack detection. Multimedia Tools and Applications, 1-26.(SCI indexed)https://doi.org/10.1007/s11042-023-18104-9
[11]Bhagat, B., & Dua, M. (2024). Improved Spell Corrector Algorithm and DeepSpeech2 Model for Enhancing End-to-End Gujarati Language ASR Performance. e-Prime-Advances in Electrical Engineering, Electronics and Energy, 100441.(Scopus Indexed) https://doi.org/10.1016/j.prime.2024.100441
[12]Dua, M., Joshi, S., & Dua, S. (2023). Data augmentation based novel approach to automatic speaker verification system. e-Prime-Advances in Electrical Engineering, Electronics and Energy, 6, 100346.(Scopus Indexed) https://doi.org/10.1016/j.prime.2023.100346
[13] Dua, S., Kumar, A., Dua, M., & Dhingra, D. (2023). ICFCM-MIE: Improved Cosine Fractional Chaotic Map based Medical Image Encryption.Multimedia Tools and Applications, 1-26 (SCI Indexed).Link to the artical
[14] Dhingra, D., & Dua, M. (2023). A novel chaotic map-based encryption scheme for surveillance videos.Physica Scripta (SCI Indexed).Link to the article
[15] Dua, M., Akanksha, & Dua, S. (2023). Cepstral and acoustic ternary pattern-based hybrid feature extraction approach for end-to-end Bangla speech recognition.Journal of Ambient Intelligence and Humanized Computing, 1-17 (Scopus Indexed).
Link to the article
[16] Goel, L., Chawla, H., Dua, M., Dua, S., & Dhingra, D. (2023). Novel hybrid chaotic map-based secure data transmission between smart meter and HAN devices.Smart Science, 1-16 (Scopus Indexed).
Link to the article
[17] Dhingra, D., & Dua, M. (2023). Medical video encryption using novel 2D Cosine-Sine map and dynamic DNA coding.Medical & Biological Engineering & Computing, 1-19 (SCI Indexed).
Link to the article
[18] Kumar, A., & Dua, M. (2023). Image encryption using a novel hybrid chaotic map and dynamic permutation−diffusion.Multimedia Tools and Applications, 1-24 (SCI Indexed).
Link to the article
[19] Chakravarty, N., & Dua, M. (2023). Data Augmentation and Hybrid Feature Amalgamation to detect Audio Deep Fake attacks. Physica Scripta. 10.1088/1402-4896/acea05 (SCI Indexed)
International Conference Papers:
[1] Bhagat, B., & Dua, M. (1-3 September 2023). Enhancing Performance of Noise-Robust Gujarati Language ASR Utilizing the Hybrid Acoustic Model and Combined MFCC+ GTCC Feature. In International Conference on MAchine inTelligence for Research & Innovations (pp. 221-231). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-99-8129-8_19
[2] Dua, M., Meena, S., & Chakravarty, N. (15-16 November 2023). Audio Deepfake Detection Using Data Augmented Graph Frequency Cepstral Coefficients. In 2023 International Conference on System, Computation, Automation and Networking (ICSCAN) (pp. 1-6). IEEE. https://doi.org/10.1109/ICSCAN58655.2023.10395679
1st July 2022-30th June 2023
International Journal Papers:
[1] Kumar, A., & Dua, M. (2022). A GRU and chaos-based novel image encryption approach for transport images. Multimedia Tools and Applications, 1-28. DOI: https://doi.org/10.1007/s11042-022-13902-z (SCI Indexed)
[2] Kumar, A., & Dua, M. (2023). Audio encryption using two chaotic map based dynamic diffusion and double DNA encoding. Applied Acoustics, 203, 109196. https://doi.org/10.1016/j.apacoust.2022.109196 (SCI Indexed)
[3] Dhingra, D., & Dua, M. (2023). A novel Sine–Tangent–Sine chaotic map and dynamic S-box-based video encryption scheme. The Imaging Science Journal, 1-24. https://doi.org/10.1080/13682199.2023.2187513 (SCI Indexed)
[4] Dhingra, D., & Dua, M. (2023). A chaos-based novel approach to video encryption using dynamic S-box. Multimedia Tools and Applications, 1-31. https://doi.org/10.1007/s11042-023-15593-6 (SCI Indexed)
[5] Kumar, A., & Dua, M. (2021). A novel chaos map based medical image encryption scheme. The Imaging Science Journal, 69(5-8), 219-238. https://doi.org/10.1080/13682199.2022.2156669 (SCI Indexed)
[6] Chakravarty, N., & Dua, M. (2022). Noise Robust ASV Spoof Detection Using Integrated Features and Time Delay Neural Network. SN Computer Science, 4(2), 127. https://doi.org/10.1007/s42979-022-01557-4 (Scopus Indexed)
[7] Chakravarty, N., & Dua, M. (2023). Spoof Detection using Sequentially Integrated Image ad Audio Features. International Journal of Computing and Digital Systems, 13(1), 1-1. http://dx.doi.org/10.12785/ijcds/1301111 (Scopus Indexed)
[8] Dua, M., Akanksha, & Dua, S. (2023). Noise robust automatic speech recognition: review and analysis. International Journal of Speech Technology, 1-45. https://doi.org/10.1007/s10772-023-10033-0 (Scopus Indexed)
International Conference Papers:
[1] Kumar, A., & Dua, M. (24-26 August 2022). A novel cosine transformed chebyshev chaotic map-based image encryption. In 2022 IEEE 7th Forum on Research and Technologies for Society and Industry Innovation (RTSI) (pp. 43-49). IEEE. https://doi.org/10.1109/RTSI55261.2022.9905195
[2] Dua, M., & Akanksha. (15-16 September 2022). Gujarati Language Automatic Speech Recognition Using Integrated Feature Extraction and Hybrid Acoustic Model. In Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems: ICCCES 2022 (pp. 45-54). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-19-7753-4_4
[3] Kumari, S., & Dua, M. (15-16 September 2022). Improved Logistic Map and DNA-Based Video Encryption. In Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems: ICCCES 2022 (pp. 747-754). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-19-7753-4_57
[4] Joshi, S., & Dua, M. (3-4 June 2022). Multi-order Replay Attack Detection Using Enhanced Feature Extraction and Deep Learning Classification. In Proceedings of International Conference on Recent Trends in Computing: ICRTC 2022 (pp. 739-745). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-19-8825-7_63
[5] Kumari, S., & Dua, M. (31 August to 02 September 2022). DNA and Improved Sine Map Based Video Encryption. In International Symposium on Intelligent Informatics: Proceedings of ISI 2022 (pp. 317-324). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-19-8094-7_24
[6] Chakravarty, N., Dua, M., & Dua, S. (01-04 May 2023). Automatic Modulation Classification using amalgam CNN-LSTM. In 2023 IEEE Radio and Antenna Days of the Indian Ocean (RADIO) (pp. 1-2). IEEE. https://doi.org/10.1109/RADIO58424.2023.10146088
[7] Bhagat, B., & Dua, M. (1-3 June 2023). Enhancing Performance of End-to-End Gujarati Language ASR using combination of Integrated Feature Extraction and Improved Spell Corrector Algorithm. In ITM Web of Conferences (Vol. 54, p. 01016). EDP Sciences. https://doi.org/10.1051/itmconf/20235401016
Book Chapters:
[1] Joshi, S., Dua, M., & Dua, S. (2023). Various Audio Classification Models for Automatic Speaker Verification System in Industry 4.0. In Intelligent Analytics for Industry 4.0 Applications (pp. 113-130). CRC Press. https://doi.org/10.1201/9781003321149
1st July 2021-30th June 2022
International Journal Papers:
[1] Mittal, A., & Dua, M. (2021) Automatic Speaker Verification Systems and Spoof Detection Techniques: Review and Analysis. Int J Speech Technol (2021). https://doi.org/10.1007/s10772-021-09876-2 (Scopus Indexed)
[2] Mittal, A., & Dua, M. (2021). Static–dynamic features and hybrid deep learning models based spoof detection system for ASV. Complex & Intelligent Systems, 1-14. https://doi.org/10.1007/s40747-021-00565-w (SCI Indexed)
[3] Dua, M., Dua, S., Jaroli, M., (2021), “AMCSFFT-CIE: Alternate Multi-dimensional Chaotic Structure and Fast Fourier Transform based Novel Approach to Color Image Encryption” International Journal of Eletrical Engineering and Informatics. https://doi.org/10.15676/ijeei.2021.13.4.9 (Scopus Indexed).
[4] Dua, M., Sadhu, A., Jindal, A., & Mehta, R. (2022). A hybrid noise robust model for multireplay attack detection in Automatic speaker verification systems. Biomedical Signal Processing and Control, 74, 103517. https://doi.org/10.1016/j.bspc.2022.103517 (SCI Indexed)
[5] Dua, M., Kadyan, V., Banthia, N., Bansal, A., & Agarwal, T. (2022). Spectral warping and data augmentation for low resource language ASR system under mismatched conditions. Applied Acoustics, 190, 108643. https://doi.org/10.1016/j.apacoust.2022.108643 (SCI Indexed)
[6] Dua, M., Suthar, A., Garg, A., & Garg, V. (2022). Multiple Image Encryption Approach using Non Linear Chaotic Map and Cosine Transformation. International Journal of Information Technology. https://doi.org/10.1007/s41870-022-00885-1 (Scopus Indexed)
[7] Joshi, S., & Dua, M. (2022, 26-27 May). LSTM-GTCC based Approach for Audio Spoof Detection. In 2022 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON) (Vol. 1, pp. 656-661). IEEE.https://doi.org/10.1109/COM-IT-CON54601.2022.9850820
Book Chapters:
[1] Mittal, A., Dua, M., & Dua, S. (2021). Classical and Deep Learning Data Processing Techniques for Speech and Speaker Recognitions. In Deep Learning Approaches for Spoken and Natural Language Processing (pp. 111-126). Springer, Cham. https://doi.org/10.1007/978-3-030-79778-2_7 (Scopus Indexed)
1st July 2020-30th June 2021
International Journal Papers:
[1] Dua, M., Singla, R., Raj, S., & Jangra, A. (2020). Deep CNN models-based ensemble approach to driver drowsiness detection. Neural Computing and Applications, 1-14. https://doi.org/10.1007/s00521-020-05209-7 (SCI Indexed)
[2] Dua, M., Makhija, D., Manasa, P.Y.L., & Mishra, P (2020). A CNN–RNN–LSTM Based Amalgamation for Alzheimer’s Disease Detection. J. Med. Biol. Eng. https://doi.org/10.1007/s40846-020-00556-1 (SCI Indexed)
[3] Mohit Dua*, Pawandeep Singh Sethi, Vinam Agrawal and Raghav Chawla, “Performance Analysis of various Front-end and Back End Amalgamations for Noise-robust DNN-based ASR”, Recent Advances in Computer Science and Communications (2020) 13:1. https://doi.org/10.2174/2666255813999200730225301 (Scopus Indexed)
[4] Dua, M., Suthar, A., Garg, A., & Garg, V. (2020). An ILM cosine transform based improved approach to image encryption. Complex & Intelligent Systems, 1-17. https://doi.org/10.1007/s40747-020-00201-z (SCI Indexed)
[5] Kadyan, V., Dua, M. & Dhiman, P. Enhancing accuracy of long contextual dependencies for Punjabi speech recognition system using deep LSTM. Int J Speech Technol (2021). https://doi.org/10.1007/s10772-021-09814-2 (Scopus Indexed)
[6] Dua, M., Jain, C. & Kumar, S. LSTM and CNN based ensemble approach for spoof detection task in automatic speaker verification systems. J Ambient Intell Human Comput (2021). https://doi.org/10.1007/s12652-021-02960-0 (SCI Indexed)
[7] Kumar, A., Jain, A. K., & Dua, M. (2021). A comprehensive taxonomy of security and privacy issues in RFID. Complex & Intelligent Systems, 1-21. https://doi.org/10.1007/s40747-021-00280-6 (SCI Indexed)
[8] Mittal, A., & Dua, M. (2021). Automatic speaker verification system using three dimensional static and contextual variation-based features with two dimensional convolutional neural network. International Journal of Swarm Intelligence DOI: 10.1504/IJSI.2021.10037055
[9] Kumar, A., Dua, M. Novel pseudo random key & cosine transformed chaotic maps based satellite image encryption. Multimed Tools Appl (2021). https://doi.org/10.1007/s11042-021-10970-5 (SCI Indexed)
[10] Pankaj, S., & Dua, M. (2021). A novel ToCC map and two-level scrambling-based medical image encryption technique. Network Modeling Analysis in Health Informatics and Bioinformatics, 10(1), 1-19. https://doi.org/10.1007/s13721-021-00324-4 (Scopus Indexed)
[11] Dua, Mohit, Makhija, Drishti, Manasa, Pilla Yamini Lakshmi and Mishra, Prashant. “3D chaotic map-cosine transformation based approach to video encryption and decryption” Open Computer Science, vol. 12, no. 1, 2022, pp. 37-56. https://doi.org/10.1515/comp-2020-0225 (Scopus Indexed)
International Conference papers:
[1] Kumar, A., Choudhary, T., Dua, M., & Sabharwal, M. (2022). Hybrid End-to-End Architecture for Hindi Speech Recognition System. In Proceedings of the International Conference on Paradigms of Communication, Computing and Data Sciences (pp. 267-276). Springer, Singapore. https://doi.org/10.1007/978-981-16-5747-4_23
[2] Talluri, P., & Dua, M. (2022). Human Identification Using Low-Resolution Thermal and High-Resolution RGB Images. In Internet of Things and Its Applications (pp. 235-245). Springer, Singapore. https://doi.org/10.1007/978-981-16-7637-6_21 (Scopus Indexed)
Book Chapters:
[1] Dua, M., Dua, S., Jaroli, P., & Bisht, A. (2021). An Improved Approach for Multiple Image Encryption Using Alternate Multidimensional Chaos and Lorenz Attractor. In M. Dua, & A. Jain (Ed.), Handbook of Research on Machine Learning Techniques for Pattern Recognition and Information Security (pp. 139-156). IGI Global. http://doi:10.4018/978-1-7998-3299-7.ch009
1st July 2019-30th June 2020
International Journal Papers:
[1] M. Dua, A. Wesanekar Dua, V. Gupta, M.Bhola & S. Dua, “Differential evolution optimization of intertwining logistic map-DNA based image encryption technique,” Journal of Ambient Intelligence and Humanized Computing, Springer, 2019. https://doi.org/10.1007/s12652-019-01580-z (SCI Indexed)
International Conference Papers:
[1] Srinivas, K., & Dua, M. (2019, 29-30 August). Fog Computing and Deep CNN Based Efficient Approach to Early Forest Fire Detection with Unmanned Aerial Vehicles. In International Conference on Inventive Computation Technologies (pp. 646-652). Springer, Cham. https://doi.org/10.1007/978-3-030-33846-6_69 (Scopus Indexed)
[2] Dua, M., Wesanekar, A., Gupta, V., Bhola, M., & Dua, S. (2019,22-24 August). Color Image Encryption using Synchronous CML-DNA and Weighted Bi-objective Genetic Algorithm. In Proceedings of the 3rd International Conference on Big Data and Internet of Things (pp. 121-125). ACM. 10.1145/3361758.3361780 (Scopus Indexed)
[3] Srinivas, K., & Dua, M. (2019,27-28 June). Early Discovery of Disaster Events from Sensor Data Using Fog Computing. In International Conference on Intelligent Computing, Information and Control Systems (pp. 114-121). Springer, Cham. https://doi.org/10.1007/978-3-030-30465-2_14 (Scopus Indexed)
[4] Ali, I., & Dua, M. (2020). Smile Detection Using Data Amalgamation. Procedia Computer Science, 167, 979-986. https://doi.org/10.1016/j.procs.2020.03.397 (Scopus Indexed).
[5] Kunal & Dua, M. (2020). Attribute Selection and Ensemble Classifier based Novel Approach to Intrusion Detection System. Procedia Computer Science, 167, 2191-2199. https://doi.org/10.1016/j.procs.2020.03.271 (Scopus Indexed).
[6] Dua, M., Yadav, R., Mamgai, D., & Brodiya, S. (2020, 18-21 december). An Improved RNN-LSTM based Novel Approach for Sheet Music Generation. Procedia Computer Science, 171, 465-474 https://doi.org/10.1016/j.procs.2020.04.049 (Scopus Indexed).
[7] Dua, M., Kumar, M., Charan, G. S., & Ravi, P. S. (2020, 13-15 February). An Improved Approach for Fire Detection Using Deep Learning Models. In 2020 International Conference on Industry 4.0 Technology (I4Tech) (pp. 171-175). IEEE. 10.1109/I4Tech48345.2020.9102697 (Scopus Indexed).
[8] Talluri, P., & Dua, M. (2020, 10-12 June). Low-resolution Human Identification in thermal imagery. In 2020 5th International Conference on Communication and Electronics Systems (ICCES) (pp. 1283-1287). IEEE. 10.1109/ICCES48766.2020.9138039 (Scopus Indexed).
[9] Nancharla, B. K., & Dua, M. (2020, 10-12June). An Image Encryption using Intertwining Logistic map and Enhanced Logistic Map. In 2020 5th International Conference on Communication and Electronics Systems (ICCES) (pp. 1309-1314). IEEE. 10.1109/ICCES48766.2020.9138102 (Scopus Indexed).
[10] Mittal, A., & Dua, M. (2020, 19 June). Constant Q Cepstral Coefficients and Long Short-Term Memory Model-Based Automatic Speaker Verification System. In Proceedings of International Conference on Intelligent Computing, Information and Control Systems (pp. 895-904). Springer, Singapore. https://doi.org/10.1007/978-981-15-8443-5_76 (Scopus Indexed)
[11] Dua M., Sethi P.S., Agrawal V., Chawla R. (2020, 25-27 June) Speaker Recognition Using Noise Robust Features and LSTM-RNN. In: Panigrahi C.R., Pati B., Pattanayak B.K., Amic S., Li KC. (eds) Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 1299. Springer, Singapore. https://doi.org/10.1007/978-981-33-4299-6_2 (Scopus Indexed)
Book Chapters:
[1] Dua, M., Mudgal, A., Bhakar, M., Dhiman, P., & Choudhary, B. (2020). K-Means and DNN-Based Novel Approach to Human Identification in Low Resolution Thermal Imagery. In Sarfraz, M. (Ed.), Advancements in Computer Vision Applications in Intelligent Systems and Multimedia Technologies (pp. 25-37). IGI Global. https://doi.org/10.4018/978-1-7998-4444-0.ch002 (Scopus Indexed)
1st July 2018-30th June 2019<>/u
International Journal Papers:
[1] A. Bisht, M. Dua, & S. Dua, “A Novel Approach to Encrypt Multiple Images Using Multiple Chaotic Maps and Chaotic Discrete Fractional Random Transform,” Journal of Ambient Intelligence and Humanized Computing, Springer, 2018. https://doi.org/10.1007/s12652-018-1072-0 (SCI Indexed)
[2] M. Dua, R. K. Aggarwal, & M. Biswas, “Optimizing Integrated Features for Hindi Automatic Speech Recognition System,” Journal of Intelligent Systems, Degryuter. 2018. https://doi.org/10.1515/jisys-2018-0057 (Scopus Indexed)
[3] Bisht, A., Dua, M., Dua, S., et al. (2019), “A Color Image Encryption Technique Based on Bit-Level Permutation and Alternate Logistic Maps.” Journal of Intelligent Systems, Springer, Degryuter. https://doi.org/10.1515/jisys-2018-0365 (Scopus Indexed).
International Conference Papers:
[1] M. Dua, R. Yadav, D. Mamgai and S. Brodiya “An Improved Automated Question Answering System from Lecture Videos.” Proceedings of 2nd International Conference on Communication, Computing and Networking. Springer, Singapore, 2019. https://doi.org/10.1007/978-981-13-1217-5_64 (ISI Indexed)
[2] Jaroli, P., Bisht, A., Dua, M., & Dua, S. (2018, 11-12 July). A Color Image Encryption Using Four Dimensional Differential Equations and Arnold Chaotic Map. In 2018 IEEE International Conference on Inventive Research in Computing Applications (ICIRCA) (pp. 869-876). https://doi.org/10.1109/ICIRCA.2018.8597310 (Scopus Indexed).
[3] Bisht, A., Jaroli, P., Dua, M., & Dua, S. (2018, 11-12 July). Symmetric Multiple Image Encryption Using Multiple New One-Dimensional Chaotic Functions and Two-Dimensional Cat Man. In 2018 IEEE International Conference on Inventive Research in Computing Applications (ICIRCA) (pp. 676682). https://doi.org/10.1109/ICIRCA.2018.8597245 (Scopus Indexed).
[4] Singh, H., & Dua, M. (2018,11-12 July). Website Attacks: Challenges and Preventive Methodologies. In 2018 IEEE International Conference on Inventive Research in Computing Applications (ICIRCA) (pp. 381-387). https://doi.org/10.1109/ICIRCA.2018.8597259 (Scopus Indexed).
[5] Ali, I., & Dua, M. (2019, 12-14 June). Smile Detection: Current Trends, Challenges and Future Perspective. In 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA) (pp. 151-156). IEEE. https://doi.org/10.1109/ICECA.2019.8822000 (Scopus Indexed).
[6] Dua, M. & Kunal (2019,12-14 June). Machine Learning Approach to IDS: A Comprehensive Review. In 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA) (pp. 117-121). IEEE. https://doi.org/10.1109/ICECA.2019.8822120 (Scopus Indexed).
[7] Suneja, K., Dua, S., & Dua, M. (2019, 27-29 March). A Review of Chaos based Image Encryption. In 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC) (pp. 693-698). IEEE. 10.1109/ICCMC.2019.8819860 (Scopus Indexed).
1st July 2017-30th June 2018
International Journal Papers:
[1] M. Dua, R. K. Aggarwal, & M. Biswas (2017, 06-07 September), “Discriminatively trained continuous Hindi speech recognition system using interpolated recurrent neural network language modeling,” Neural Computing and Applications, Springer, 1-9, 2018. https://doi.org/10.1007/s00521-018-3499-9 (SCI Indexed)
[2] M. Dua, R. K. Aggarwal, & M. Biswas, “GFCC based discriminatively trained noise robust continuous ASR system for Hindi language,” Journal of Ambient Intelligence and Humanized Computing, Springer, 1-14, 2018. https://doi.org/10.1007/s12652-018-0828-x (SCI Indexed)
[3] M. Dua, R. K. Aggarwal, & M. Biswas, “Performance evaluation of Hindi speech recognition system using optimized filterbanks,” Engineering Science and Technology, an International Journal, Elsevier, 21(3), 389-398, 2018. https://doi.org/10.1016/j.jestch.2018.04.005 (Scopus Indexed)
[4] M. Dua, R. K. Aggarwal, & M. Biswas, “Discriminative training using noise robust integrated features and refined HMM modeling,” Journal of Intelligent Systems, Degryuter. 2018. https://doi.org/10.1515/jisys-2017-0618 (Ahead of Print) (Scopus Indexed)
International Conference Papers:
[1] M. Dua, R. K. Aggarwal, & M. Biswas, “Discriminative Training using Heterogeneous Feature Vector for Hindi Automatic Speech Recognition System,” in IEEE International Conference on Computer and Applications (ICCA), pp. https://doi.org/10.1109/COMAPP.2017.8079777
[2] Dua, M., & Singh, H. (2017, 19-20 October). Detection & prevention of website vulnerabilities: Current scenario and future trends. In Communication and Electronics Systems (ICCES), 2017 2nd International Conference on (pp. 429-435). IEEE. https://doi.org/10.1109/CESYS.2017.8321315
[3] Dadrwal, A., Nehra, S., Khan, A. A., & Dua, M. (2018,03-05 April). Checkpoint Based Live Migration of Virtual Machine. In 2018 International Conference on Communication and Signal Processing (ICCSP) (pp. 1083-1086). IEEE. https://doi.org/10.1109/ICCSP.2018.8524400
[4] Nanda, C., Dua, M., & Nanda, G. (2018, 03-05 April). Sentiment analysis of movie reviews in hindi language using machine learning. In 2018 International Conference on Communication and Signal Processing (ICCSP) (pp. 1069-1072). IEEE.https://doi.org/10.1109/ICCSP.2018.8524223
1st July 2016-30th June 2017
International Journal Papers:
[1] C. Nanda, M. Dua, “A Survey on Sentiment Analysis,” International Journal of Scientific Research in Computer Science and Engineering, Vol.5, Issue.2, pp.67-70, 2017
International Conference Papers:
[1] Mohit Dua, Zorawar Singh Virk(2016,17-22 July), “An Advanced Web-Based Hindi Language Interface to Database Using Machine Learning Approach”, International Conference on Human Interface and the Management of Information, pp. 381-390, Springer International Publishing,. https://doi.org/10.1007/978-3-319-40349-6_36
[2] Devi, M., & Dua, M. (2017, 05-06 May). ADANS: An agriculture domain question answering system using ontologies. In 2017 International Conference on Computing, Communication and Automation (ICCCA) (pp. 122-127). IEEE.https://doi.org/10.1109/CCAA.2017.8229784
[3] Goyal, J., Varma, K., Maheshwari, N., & Dua, M. (2017,06-08 April). Load optimization by activity monitoring: Push notifications for user device multiplicity. In 2017 International Conference on Communication and Signal Processing (ICCSP) (pp. 0231-0235). IEEE. https://doi.org/10.1109/ICCSP.2017.8286351
[4] Sahu, P., & Dua, M. (2016,20 may). A Quinphone-Based Context-Dependent Acoustic Modeling for LVCSR. In Recent Developments in Intelligent Computing, Communication and Devices (pp. 105-111). Springer, Singapore. https://doi.org/10.1007/978-981-10-3779-5_13
1st July 2015-30th June 2016
International Journal Papers:
[1] Mohit Dua ,Manish Kumar, “Adapting Stanford Parser’s Dependencies to Paninian Grammar’s Karaka Relations Using VerbNet”, Procedia Computer Science Journal, Vol. 58, pp. 363-370, Elsevier, January 1, 2015 https://doi.org/10.1016/j.procs.2015.08.033
International Conference Papers:
[1] Devi, Rajni, and Mohit Dua(2016,25-26 Jaunary). “Performance Evaluation of Different Similarity Functions and Classification Methods Using Web Based Hindi Language Question Answering System.” Procedia Computer Science 92 (2016): 520-525. https://doi.org/10.1016/j.procs.2016.07.377
[2] Virk, Zorawar, and Mohit Dua (2016, 21 -23 July). “An Advanced Web-Based Bilingual Domain Independent Interface to Database Using Machine Learning Approach.” Proceedings of International Conference on Communication and Networks. Springer, Singapore, 2017. https://doi.org/10.1007/978-981-10-2750-5_60
[3] Mohit Dua , Garima Nanda, Krishma Singla(2016, 11-13 March ), “A Hindi Question Answering System using Machine Learning approach”, Computational Techniques in Information and Communication Technologies (ICCTICT), 2016 International Conference, pp. 311-314, IEEE, March 11, 2016 https://doi.org/10.1109/ICCTICT.2016.7514599
[4] Mohit Dua , Krishma Singla, Garima Nanda(March 4, 2016), “A language based comparison of different similarity functions and classifiers using web based Bilingual Question Answering System developed using Machine Learning Approach”, Second International Conference on Information and Communication Technology for Competitive Strategies, pp. 120, ACM, https://doi.org/10.1145/2905055.2905336
[5] Mohit Dua, Sneha Bagde, Virk Zorawar Singh “Comparison of Different Similarity Functions on Hindi QA System”, International Conference on ICT for Sustainable Development, pp. 657-663, Springer Singapore 2016 https://doi.org/10.1007/978-981-10-0129-1_68
[6] Mohit Dua , Priyanka Sahu “An overview: Context-dependent acoustic modeling for LVCSR”, Computing for Sustainable Global Development (INDIACom), 2016 3rd International Conference, pp 2223-2227, IEEE, March 3, 2016 http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7724659&isnumber=7724213
[7] Mohit Dua, Munisha Choudhary, Zorawar S Virk, “A Web-based Bilingual Natural Language Interface to Database”,Image Information Processing (ICIIP), 2015 Third International Conference, pp. 433-438, IEEE, December 21, 2015 https://doi.org/10.1109/ICIIP.2015.7414812
[8] Sahu, P., Dua, M., & Kumar, A. (2018). Challenges and issues in adopting speech recognition. Speech and Language Processing for Human-Machine Communications: Proceedings of CSI 2015, 209-215.https://doi.org/10.1007/978-981-10-6626-9_23
1st July 2014-30th June 2015
International Conference Papers:
[1] Dua, M., Kumar, A., & Chaudhary, T. (2015). Implementation and performance evaluation of speaker adaptive continuous Hindi ASR using tri-phone based acoustic modelling. In Proceedings of 2015 international conference on future computational technologies (pp. 68-73). https://pdfs.semanticscholar.org/583d/4ab60fac2fd36f7194af101f48c1d405e08f.pdf
[2] Jindal, S., Dua, M., & Virk, Z. S. (2014, October). KHIK: Karaka based Hindi language Interface to Knowledge base. In Proceedings of the 2014 International Conference on Information and Communication Technology for Competitive Strategies (pp. 1-5). https://doi.org/10.1145/2677855.2677869
1st July 2013-30th June 2014
International Conference Papers:
[1] Dua, M., Jindal, S., Kumar, R., & Vidyapith, B. (2014, 16-17 April). An architectural overview of Natural Language Interface to knowledge base. In 2014 International Conference on Computation of Power, Energy, Information and Communication (ICCPEIC) (pp. 437-441). IEEE. https://doi.org/10.1109/ICCPEIC.2014.6915404
[2] Kumar, R., Dua, M., & Jindal, S. (2014, 16-17 April). D-hird: Domain-independent hindi language interface to relational database. In 2014 International Conference on Computation of Power, Energy, Information and Communication (ICCPEIC) (pp. 81-86). IEEE. https://doi.org/10.1109/ICCPEIC.2014.6915344
[3] Kumar, R., & Dua, M. (2014,16-17 April). Translating controlled natural language query into SQL query using pattern matching technique. In International Conference for Convergence for Technology-2014 (pp. 1-5). IEEE. https://doi.org/10.1109/I2CT.2014.7092161
[4] Kumar, A., Dua, M., & Choudhary, T. (2014). Continuous hindi speech recognition using monophone based acoustic modeling. International Journal of Computer Applications, 975, 8887. https://pdfs.semanticscholar.org/f743/4dc0b89daaf162a0a9162bda8c8fa29c2996.pdf
[5] Kumar, A., Dua, M., & Choudhary, T. (2014, 01-02 March). Continuous Hindi speech recognition using Gaussian mixture HMM. In 2014 IEEE Students’ Conference on Electrical, Electronics and Computer Science (pp. 1-5). IEEE. https://doi.org/10.1109/SCEECS.2014.6804519
[6] Kumar, A., Dua, M., & Choudhary, A. (2014, February). Implementation and performance evaluation of continuous Hindi speech recognition. In 2014 International Conference on Electronics and Communication Systems (ICECS) (pp. 1-5). IEEE. https://doi.org/10.1109/ECS.2014.6892777
[7] Dua, M., Kumar, S., & Virk, Z. S. (2013, 04-07 December). Hindi language graphical user interface to database management system. In 2013 12th International Conference on Machine Learning and Applications (Vol. 2, pp. 555-559). IEEE. https://doi.org/10.1109/ICMLA.2013.176
[8] Saini, P., Kaur, P., & Dua, M. (2013,04-07 December). Hindi automatic speech recognition using htk. International Journal of Engineering Trends and Technology (IJETT), 4(6), 2223-2229.https://pdfs.semanticscholar.org/22e2/636a6b7b1b7c81ae3d9848553971e483a3ce.pdf
1st July 2012-30th June 2013
International Journal Papers:
[1]Tripathi, P., Lamba, A., & Dua, M. (2013). A Comparative Study of Secured Routing Protocols. International Journal of Science, Engineering and Computer Technology, 3(1), 89. https://search.proquest.com/openview/085419971938cf05b7351b987a54324a/1?pq-origsite=gscholar&cbl=2032130
[2] Dua, M., Aggarwal, R. K., Kadyan, V., & Dua, S. (2012). Punjabi automatic speech recognition using HTK. International Journal of Computer Science Issues (IJCSI), 9(4), 359.https://pdfs.semanticscholar.org/6e0a/2c52e8dc9692ab3cc6ee70af5c184634c012.pdf
[3] Gupta, M., Dua, M., & Kumar, N. (2011). CNS using restricted space algorithms for finding a shortest path. International Journal of Engineering Trends and Technology. https://pdfs.semanticscholar.org/659e/7df2b20de7dc488fb8f679b1ee822f62b715.pdf
[4] Mohit, D. (2012). Performance Evaluation Of Aodv, Dsr, Dsdv Mobile Ad-Hoc Protocols On Different Scenarios: An Analytical Review,”. International Journal of Advances in Computing and Information Technology, 1(1), 26-45.
International Conference Papers:
[1] Dua, M., Aggarwal, R. K., Kadyan, V., & Dua, S. (2012,19-20 October). Punjabi speech to text system for connected words. In Fourth International Conference on Advances in Recent Technologies in Communication and Computing (ARTCom2012) (pp. 206-209). IET. https://doi.org/10.1049/cp.2012.2528
1st July 2010-30th June 2011
International Journal Papers:
[1] Ranga, V. K., Nath, J., & Dua, M. (2010). Performance analysis of an optimized energy efficient data aggregation protocol. International Journal of Information Technology, 2(2), 523-527.https://pdfs.semanticscholar.org/19c7/e020a2372fec400bb01cd76ea69300194bb7.pdf
