Vibrant and Conducive Atmosphere for Research

The department of Computer Science is conducive place for research in various areas of Computer Science and Technology. The major areas of research in the department are Optical Character Recognition, Natural Language Processing, Data Mining, Text Mining, Web Mining, Software Engineering, Artificial Intelligence, Soft Computing, Databases etc. The faculty members and their research scholars have published many research papers in National & International Journals and Conferences. As many as nine books have been authored by the faculty members of the department. . Researchers in the department are mostly working in the areas like Image processing, Databases, Web Mining and Information Retrieval, IDS, Natural Language Processing, Wireless sensor network.

Considering the research that is carried out in the department of Computer Science, the UGC awarded the department with the status of Special Assistance Program (SAP DRS-I) in the thrust area of Natural Language Processing and Data Mining for the duration 2012 – 2017. Subsequently, SAP –DRS-II was also awarded to the department for the period of 2018 – 2022 for the thrust area of Computer Vision and Digital Image Processing. The faculties of the department are also working on the research projects funded by the various finding agencies.

The department is also conducting conferences and workshop in the thrust areas of the SAP and also in the other emerging areas of Computer Science. These events provide researchers a platform to showcase their research work before the leading academicians and industry technocrats.

<<<<<<< HEAD Publications Projects & Consultancy ======= Publication Projects & consultency >>>>>>> 7f30ba3c8be41a3d5dfc1bbb4e6c9ddb86d4afa7 Talks Research Scholar
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Details since 2015

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Details since 2015

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Details since 2015

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  1. Extraction and Recognition of Handwritten Gujarati Characters and Numerals from Images Using Deep Learning, Shukla Deepika, Desai Apurva, Proceedings of the International e-Conference on Intelligent Systems and Signal Processing. Advances in Intelligent Systems and Computing,Vol 1370, 657-669, 2021, Springer, Singapore
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  2. An Improvement of Link Analysis Algorithm to Mine Pertinent Links: Weighted HITS Algorithm based on additive fusion of graphs by Query Similarity,Patel Hemangini,Desai Apurva, International Journal of Computer Applications, 176,24,21-27,2020
  3. Segmentation of Frequently Used Handwritten Gujarati Conjunctive Alphabet, Parikh Megha, Desai Apurva, 5th International Conference On Computing, Communication, Control And Automation (ICCUBEA),2020
  4. Impact of Shadow Detection and Removal on Object Recognition Using Machine Learning from Images, Shukla Deepika, Desai Apurva, International Journal of Imaging and Robotics,19,2,29-39,2019
  5. Link Analysis to discover relevant documents using Information Retrieval, Patel Hemangini, Desai Apurva,International Journal of Computer Applications,178, 10, 23-27, 2019
  6. Evaluation of various features of Gujarati continuous numerals speech signal used for segmentation, Patel Bharat, Desai Apurva, International Journal of Research and Analytical Reviews,6, 2, 58-67,2019
  7. Performance analysis of various wavelet filters for Gujarati text localization in images International,Patel Jagin, Desai Apurva, Journal of Research and Analytical Reviews, 6, 2, 96-100, 2019
  8. Online handwritten Gujarati word recognition, Naik Vishal, Desai Apurva, International Journal of Computer Vision and Image Processing (IJCVIP), 9, 1, 35-50, 2019
  9. Online Handwritten Gujarati Numeral Recognition Using Support Vector Machine, Naik Vishal, Desai Apurva, International Journal of Computer Sciences and Engineering, Open Access, 6, 9, 416-421, 2018
  10. Multi-layer Classification Approach for Online Handwritten Gujarati Character Recognition, Naik Vishal, Desai Apurva, Computational Intelligence: Theories, Applications and Future Directions-Volume II, 595-606, 2018, Springer, Singapore
  11. Rule based Gujarati morphological analyzer, Kapadia Utkarsh, Desai Apurva, International Journal of Computer Science Issues, (IJCSI), 14, 2, 30, 2017
  12. WHITS Algorithm for Detecting Web Communities: Using Link Structure Analysis by double weighting of links, Patel Hemangini, Desai Apurva, International Journal of Computer Applications Technology and Research, 6, 7, 316-325, 2017
  13. Pattern mining using Linked list (PML) mine the frequent patterns from transaction dataset using Linked list data structure, Sandip Surati, Apurva Desai, 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 01-Jun, 2017
  14. Online handwritten Gujarati character recognition using SVM, MLP, and K-NN, "Naik, Vishal, Desai Apurva, 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 01-Jun, 2017
  15. Human Computer Interaction through hand gestures for home automation using Microsoft Kinect, Desai Smit, Desai Apurva, Proceedings of International Conference on Communication and Networks, 19-29, 2017, Springer, Singapore
  16. Recognition of fruits using hybrid features and machine learning, Shukla Deepika, Desai Apurva, International Conference on Computing, Analytics and Security Trends (CAST), 572-577, 2016
  17. Latest Survey on Frequesnt Pattern Mining : Mine the Frequent Patterns from Transaction Database, Surati Sandip,Desai Apurva, VNSGU Journal of Science and Technology, 4, 1, 01-Jul, 2015
  18. Morphological Rule Set and Lexicon of Gujarati Grammar: A Linguistics Approach, Kapadia Utkarsh, Desai Apurva, VNSGU Journal of Science and Technology, 4,1,127-133, 2015
  19. Review On Generic Object Recognition Techniques Challanges and Opportunities, Shukla Deepika, Desai Apurva, International Journal of Advanced Research in Engineering and Technology, 6, 12, 104-133,2015
  20. Support vector machine for identification of handwritten Gujarati alphabets using hybrid feature space, Desai Apurva, CSI transactions on ICT, 2, 4, 235-241, 2015, Springer
  21. Integrating Computer Vision and Natural Language Processing : Issues and Challenges, Dipeeka Shukla, Apurva Desai, VNSGU Journal of Science and Technology, 4,1, 190-196, 2015
  22. Morphological Rule Set and Lexicon of Gujarati Grammar : A linguistics Approach, Kapadia Utkarsh, Desai Apurva, VNSGU Journal of Science and Technology, 4,1,127-133, 2015
  23. Segmentation Guajarati Words from Continuous spoken Gujarati Speech Signals, Patel Bharat, Desai Apurva, VNSGU Journal of Science and Technology, 4,1, 106-122, 2015
  24. An Anchor Based Information Retrieval for Link Analysis : A Survey, Patel Hemangini, Desai Apurva, , VNSGU Journal of Science and Technology, 4,1, 22-35, 2015
  25. Steganography of Images Using Hilbert Curve, Desai Hardik, Desai Apurva, VNSGU Journal of Science and Technology, 4,1, 8 -21, 2015
  26. Latest Survey on Frequent Pattern Mining : Mine the Frequent Patterns from Transaction Database, Surati Sandip, Desai Apurva, VNSGU Journal of Science and Technology, 4,1, 1-7, 2015
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  27. Rule based Gujarati morphological analyzer, Kapadia Utkarsh, Desai Apurva, International Journal of Computer Science Issues, (IJCSI), 14, 2, 30, 2017
  28. WHITS Algorithm for Detecting Web Communities: Using Link Structure Analysis by double weighting of links, Patel Hemangini, Desai Apurva, International Journal of Computer Applications Technology and Research, 6, 7, 316-325, 2017
  29. Pattern mining using Linked list (PML) mine the frequent patterns from transaction dataset using Linked list data structure, Sandip Surati, Apurva Desai, 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 01-Jun, 2017
  30. Online handwritten Gujarati character recognition using SVM, MLP, and K-NN, "Naik, Vishal, Desai Apurva, 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 01-Jun, 2017
  31. Human Computer Interaction through hand gestures for home automation using Microsoft Kinect, Desai Smit, Desai Apurva, Proceedings of International Conference on Communication and Networks, 19-29, 2017, Springer, Singapore
  32. Recognition of fruits using hybrid features and machine learning, Shukla Deepika, Desai Apurva, International Conference on Computing, Analytics and Security Trends (CAST), 572-577, 2016
  33. Latest Survey on Frequesnt Pattern Mining : Mine the Frequent Patterns from Transaction Database, Surati Sandip,Desai Apurva, VNSGU Journal of Science and Technology, 4, 1, 01-Jul, 2015
  34. Morphological Rule Set and Lexicon of Gujarati Grammar: A Linguistics Approach, Kapadia Utkarsh, Desai Apurva, VNSGU Journal of Science and Technology, 4,1,127-133, 2015
  35. Review On Generic Object Recognition Techniques Challanges and Opportunities, Shukla Deepika, Desai Apurva, International Journal of Advanced Research in Engineering and Technology, 6, 12, 104-133,2015
  36. Support vector machine for identification of handwritten Gujarati alphabets using hybrid feature space, Desai Apurva, CSI transactions on ICT, 2, 4, 235-241, 2015, Springer
  37. Integrating Computer Vision and Natural Language Processing : Issues and Challenges, Dipeeka Shukla, Apurva Desai, VNSGU Journal of Science and Technology, 4,1, 190-196, 2015
  38. Morphological Rule Set and Lexicon of Gujarati Grammar : A linguistics Approach, Kapadia Utkarsh, Desai Apurva, VNSGU Journal of Science and Technology, 4,1,127-133, 2015
  39. Segmentation Guajarati Words from Continuous spoken Gujarati Speech Signals, Patel Bharat, Desai Apurva, VNSGU Journal of Science and Technology, 4,1, 106-122, 2015
  40. An Anchor Based Information Retrieval for Link Analysis : A Survey, Patel Hemangini, Desai Apurva, , VNSGU Journal of Science and Technology, 4,1, 22-35, 2015
  41. Steganography of Images Using Hilbert Curve, Desai Hardik, Desai Apurva, VNSGU Journal of Science and Technology, 4,1, 8 -21, 2015
  42. Latest Survey on Frequent Pattern Mining : Mine the Frequent Patterns from Transaction Database, Surati Sandip, Desai Apurva, VNSGU Journal of Science and Technology, 4,1, 1-7, 2015
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  43. Comparative Study of Role Based Access Control in Cloud Databases and NOSQL Databases,Gayatri Kapadia, R D Morena,,0976-5697,International,IJARCS,Volume Issue 5,,June 2017
  44. A Survey of Association Rule Mining Algorithms,Jalpa Pandya, R D Morena,0976-5697,International,IJARCS,Volume 8 Issue 5,June 2017
  45. Issues with Concurrency Control Techniques,Sonal Kanungo, R D Morena,2454-1222,International,IJEECSE,Special Issue AET-2017,June 2017
  46. A Novel Hybrid Method for Generating Association Rules for Stock Market Data,Jalpa Pandya, R D Morena,,2278-2540,International,IJLTEMAS,Volume 6 Issue 7s,,Jul 2017
  47. A Survey of Database Cache Management,Priti Tailor, R D Morena,,0976-5697,International,IJARCS,Volume 8, Issue 3,1.4.17
  48. A Study on Constrained Frequent Pattern Mining of Streaming Data,Priti Tailor, R D Morena,,2320-5822,International,JGRCS,Vol : 8 No. 9,Sep 2017
  49. Survey on Various Integrity Constraints on Various Object Oriented Database,Vaishali Dindoliwala, R D Morena,,2229-371X,International,IJRCS,Volume 8 No.11,,Nov 2017
  50. Comparative Study of Integrity Constraints, Storage and Profile Management of Relational and Non-Relational Database Using MongoDB and Oracle,Vaishali Dindoliwala, R D Morena,International journal of Computer Sciences and Engineering,831-837,Vol. 6, Issue 7,01/07/2018
  51. Evaluation of Multiversion Concurrency Control Algorithms,Sonal Kanungo, R D Morena,International journal of Research in Electronics and Computer Engineering,807-813,VOL. 6 ISSUE 3 ,01/09/2018
  52. Comparative Study of Caching Mechanism of Relational and NoSQL Database Using Oracle and MongoDB,Prity Tailor, R D Morena,National Conference on Emerging Technologies in IT 2019,107-116, ,01/01/2019
  53. Survey on NoSQL Document Store Databases-MongoDB,CouchDB and RavenDB,Vaishali Dindoliwala, R D Morena,National Conference on Emerging Technologies in IT 2019,122-131, ,01/01/2019
  54. Use of Appropriate Loss Function in Rainfall Prediction using Deep Learning,Vimal D Patel, R D Morena,IJEAT,2021
  55. Trend Analysis and Prediction of Rainfall Using Genetic Algorithm,Vimal D Patel, R D Morena,International Conference on Science, Technology and Innovation,2021
  56. Privacy preserving data mining: techniques, classification and implications-a survey, Alpa Shah, Ravi Gulati, Int. J. Comput.Appl,137(12),40-46, Nov 2016
  57. Script identification using Gabor feature and SVM classifier, Procedia Computer Science, S Chaudhari and RM Gulati,79,85-92,2016
  58. Data mining techniques for diagnostic support of glaucoma using stratus OCT and perimetric data, International Journal of Computer Applications, K Chauhan, P Chauhan, A Sudhakar, K Lad, R Gulati,151,0975-8887, Oct 2016
  59. Measuring Spatial Correlation of Soil pH and Fe using Theoretical Variograms, Jayshree Tailor, Kalpesh Lad and R M Gulati, International Journal of Computer Science and Network (IJCN), 533-538,8,5, Oct 2017,4,7
  60. Detection of Glaucoma from Retinal Fundus , Images by analysing ISNT Measurement and features of Optic Cup and Blood Vessels,Kartik Thakkar, Kinjan Chauhan, Anand Sudhalkar and R M Gulati,487-493,7,4,Jul 2017
  61. iHiMod Perturb: Histogram Modification Based Reversible Data Perturbation Algorithm For Adaptable Privacy Preservation and Integrity,Dr Alpa K Shah and Dr Ravi M Gulati, INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH, November 2019
  62. Discovering Performance Indicator for web Performance Analysis with idyllic measurements,Patel Charmy S and Gulati Ravi M,VNSGU Journal of Science and Technology,Vol 5,No 1,86-93,July 2016
  63. A Comparative Analysis of Feature Extraction Techniques and Classifiers Inaccuracies for Bilingual Printed Documents (Gujarati-English),Shailesh A. Chaudhari and Ravi M. Gulati,International Journal of Applied Information Systems (IJAIS),Vol ICCCV2016, No. 1,16-20, July 2016
  64. Web Usage Mining using Fuzzy Approach-A Survey,Hardik Gangadwala & Ravi Gulati,International Journal of Computer Science & Engineering (IJCSE),Vol 7, Issue 4 ,1082-1087,Apr-19/li>
  65. Exploring Sub Dominant Community on Web Graph: Using Link Structure and Usage Analysis, Nimisha Modi, BIJIT - BVICAM’s International Journal of Information Technology , Vol. 7, 886-890, 2015
  66. Relative Study Of Various Web Structure Mining Algorithms ,PANCHOLI Vishal R., CHAUDHARI Vimal,VNSGU Journal of Science and Technology,77-82,4,1,1,July 2015
  67. COMPARATIVE STUDY OF DIFFERENT CLASSIFIRES: AN APPLE FRUIT AS CASE STUDY,Chirag C. Patel1 , Dr. Vimal K. Chaudhari2,International Journal of Creative Research Thoughts,2nd April 2018
  68. Fruit Identification using Multi-Class SVM,Chirag C. Patel1 , Dr. Vimal K. Chaudhari2,INTERNATIONAL JOURNAL OF RESEARCH IN ELECTRONICS AND COMPUTER ENGINEERING (IJRECE),,7,2,(APRIL-JUNE 2019)
  69. Comparative Analysis of Fruit Categorization Using Different Classifiers,Chirag C. Patel1 , Dr. Vimal K. Chaudhari2, ,Advanced Engineering Optimization Through Intelligent Techniques,153-164,,, 10 July 2019
  70. Rule based Gujarati morphological analyzer, Kapadia U, Desai A, International Journal of Computer Science Issues, (IJCSI), 14, 2, 30, 2017
  71. Morphological Rule Set and Lexicon of Gujarati Grammar: A Linguistics Approach, Kapadia U, Desai A, VNSGU Journal of Science and Technology, 4,1,127-133, 2016
  72. Clustering NSE scripts using K-means algorithm with KD-tree,Rana P. C. and Morena Rustom D.,VNSGU Journal of Science and Technology,134-140,4,1,July 2015
  73. TRIPLEPR- MAC: A Triple Queue Priority Based Medium Access Control Protocol for Wireless Sensor Network,Mrs. Rinku Patel and Dr. Nirav Bhatt,International Journal of Sensors, Wireless Communications and Control,1-16,11,1,March 2021
  74. Energy Efficient Quality Assurance MAC Protocols in WSN.,Mrs. Rinku Patel and Dr. Nirav Bhatt,International Journal of Engineering and Advanced Technology.,2090 -2097
  75. Design and Implementation of QoS Aware Priority based MAC for Delay Sensitive Areas of WSN,Mrs. Rinku Patel and Dr. Nirav Bhatt,International Journal of Advanced Networking and Applications,3411-3420,9,3,Nov-2017
  76. Wireless Sensor Network MAC Survey,Mrs. Rinku Patel and Dr. Nirav Bhatt,International Journal of Advanced Research in Computer Science and Software Engineering,872-878,6,5,May 2016
  77. Prototype of MAC Protocols using reliable and throughput aware Protocols in Wireless,Ms. Rinku Patel and Dr. Kamaljit Lakhtaria,National Conference on Recent trends in Information Technology, Organized by School Of information Technology,Feb 2015,AURO University, Surat
  78. Research Review on Text-to-Speech Systems and Speech Synthesizing Techniques,Ms. Gargi B. Shah & Dr.Priti S. Sajja,International Journal of Research in Engineering, IT and Social Sciences (IJREISS) Journal No. : 42301,41-47,8,1,22/01/2018
  79. Implementation of Words and Characters segmentation of Gujarati Script using MATLAB,Ms. Gargi B. Shah & Dr.Priti S. Sajja,Innovative Data Communication Technologies and Application,247-256,46,1,31/01/2020
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  1. Major Research Project,
    Title : Gujarati Handwritten Optical Character Recognition
    Role : Principal Investigator
    Funding Agency : University GrantFunda Sanctioned : Rs. 7,40,000
    Duration : 2011 to 2017
    Status : Completed
  2. Special Assistance Program (SAP DRS-I),
    Trust Area : Digital Image Processing & Data Mining
    Role : Principal Investigator
    Funding Agency : University GrantFunda Sanctioned : Rs. 46,40,000
    Duration : 2011 to 2017
    Status : Completed
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  3. Special Assistance Program (SAP DRS-II),
    Trust Area : Digital Image Processing & Natural Language Processing
    Role : Principal Investigator
    Funding Agency : University GrantFunda Sanctioned : Rs. 46,40,000
    Duration : 2018 to 2022
    Status : Ongoing
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  4. Special Assistance Program (SAP DRS-II),
    Trust Area : Digital Image Processing & Natural Language Processing
    Role : Principal Investigator
    Funding Agency : University GrantFunda Sanctioned : Rs. 46,40,000
    Duration : 2018 to 2022
    Status : Ongoing
    5. >>>>>>> 7f30ba3c8be41a3d5dfc1bbb4e6c9ddb86d4afa7 >>>>>>> 9c62af08a3e50be6e65728e1297664f2011a7c92
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Our Research Supervisors

team

Dr. Apurva Desai

Professor and Head
team

Dr. Rustom Morena

Professor
team

Dr. Ravi Gulati

Associate Professor
team

Dr. Nimisha Modi

Assistant Professor
team

Dr. Vimal Chaudhari

Assistant Professor
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