Dr. Brijesh Bakariya
Assistant Professor
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Brief Biography
Educational Qualification
- Ph.D from NIT Bhopal, MP, India
Teaching Experience
- Assistant Professor I.K.Gujral Punjab Technical University Campus Hoshiarpur (4.3 Years)
- Assistant Professor NIT Bhopal, MP, India (2 Years)
- Assistant Professor UIT, RGPV Bhopal, MP, India (5 years)
Area of Interest (Teaching)
- Data Structure, Formal Language, Compiler Design, Data Mining, Machine Learning, Programming Languages (C, C++, Python), MATLAB, DBMS, Algorithm Design
Area of Interest (Research)
- Data Mining, Machine Learning, Image Processing, Deep Learning, Algorithm Design, Web Mining
Research Publications
| Title of Paper | Name of Author/s | Journal | Year | ISSN | Link |
|---|---|---|---|---|---|
| Mining Rare Itemsets from Weblog Data | Brijesh Bakariya, G.S. Thakur | (SCI) National Academy Science Letters, Springer | 2016 | 2250-1754 | Ref Link |
| Pattern Mining Approach for Social Network Service | Brijesh Bakariya, G.S. Thakur | (SCI) National Academy Science Letters, Springer | 2017 | 2250-1754 | Ref Link |
| An Efficient Algorithm for Extracting Infrequent Itemsets from Weblog | Brijesh Bakariya, G.S. Thakur | (SCI) The International Arab Journal of Information Technology (IAJIT) | 2018 | 1683-3198 | Ref Link |
| Efficient Approach of Analyzing and Generating Intrinsic Information from Weblog | Brijesh Bakariya | (SCI) National Academy Science Letters, Springer, Published: 16 January 2021 | 2021 | 2250-1754 | Ref Link |
| Rule-based multi-view human activity recognition system in real time using skeleton data from RGB-D sensor | Neeraj Varshney, Brijesh Bakariya, Alok Kumar Singh Kushwaha and Manish Khare | (SCI) Soft Computing, Springer | 2021 | 1433-7479 | Ref Link |
| Human activity recognition using deep transfer learning of cross position sensor based on vertical distribution of data | Neeraj Varshney, Brijesh Bakariya and Alok Kumar Singh Kushwaha | SCI) MACHINE VISION THEORY AND APPLICATIONS FOR CYBER PHYSICAL SYSTEMS, Multimedia Tools and Applications | 2021 | 1573-7721 | Ref Link |
| Human Activity Recognition by combining external features with Accelerometer sensor data using Deep Learning Network model | Neeraj Varshney, Brijesh Bakariya, Alok Kumar Singh Kushwaha and Manish Khare | (SCI) Multimedia Tools and Applications | 2021 | 1573-7721 | Ref Link |
| Deep convolutional neural model for human activities recognition in a sequence of video by combining multiple CNN streams | Neeraj Varshney and Brijesh Bakariya | (SCI) Multimedia Tools and Applications | 2021 | 1573-7721 | Ref Link |
Administration Experience
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1.Head of Department in Bachelor of Computer Application, IKGPTU Campus Hoshiarpur, June 2019 2.Head of Department in Computer Science and Engineering, IKGPTU Campus Hoshiarpur, June 2017. 3. Printing Cell Co-Ordinator Examination, I.K. Gujral Punjab Technical University Hoshiarpur Campus from 2018. 4. Deputy Superintendent Examination, I.K. Gujral Punjab Technical University Hoshiarpur Campus from 2018. 5. Nodal Centre In charge Examination, I.K. Gujral Punjab Technical University Hoshiarpur Campus from 2018.
Conferences
| S.No | Authors | Title of Paper | Name of Conference |
|---|---|---|---|
| 1 | Neeraj Varshney, Brijesh Bakariya, Alok Kumar Singh Kushwaha | Human activity recognition using sensor data: A survey | 2nd International conference in recent innovations in science, engineering and technology ICRISET2021 |
| 2 | Neeraj Varshney, Brijesh Bakariya, Alok Kumar Singh Kushwaha | Mobile sensor behaviour for Human activity recognition using Deep Convolution neural network | International Conference on Computing, Networks & Renewable Energy (CNRE- 2021) |
| 3 | Vinod Kumar, Brijesh Bakariya | Investigation of Geometrical & Statistical Texture for Automatic Cancerous Cell Detection in CXR images | Sixth International Conference on Contemporary Engineering and Technology, March 10 - 11, 2018 |
Seminars
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Head of Department in Bachelor of Computer Application, IKGPTU Campus Hoshiarpur, June 2019 Head of Department in Computer Science and Engineering, IKGPTU Campus Hoshiarpur, June 2017. Course Coordinator for IT Stream of Directorate of Distance Education (DDE), IKGPTU Nov. 2017. Coordinator Board of Studies in different streams of CSE/IT, I.K. Gujral Punjab Technical University Jalandhar (Punjab), 2018. Chairperson in International Conference at Gujranwala Guru Nanak Khalsa College, Ludhiana, 2018. Member of Anti-Ragging Committee at I.K. Gujral Punjab Technical University Hoshiarpur Campus from July 2018. Printing Cell Co-Ordinator Examination, I.K. Gujral Punjab Technical University Hoshiarpur Campus from 2018. Deputy Superintendent Examination, I.K. Gujral Punjab Technical University Hoshiarpur Campus from 2018. Nodal Centre In charge Examination, I.K. Gujral Punjab Technical University Hoshiarpur Campus from 2018.
Expert Talks
- Chairperson in International Conference at Gujranwala Guru Nanak Khalsa College, Ludhiana, 2018. Invited Lecture at Gujranwala Guru Nanak Khalsa College, Ludhiana, 2019. Invited Lecture at Sagar Institute of Research & Technology(SIRT), Bhopal, MP, India, 2020 Invited Lecture at Sagar Institute of Research & Technology(SIRT), Bhopal, MP, India, 2021
Member of Anti-Ragging Committee at I.K. Gujral Punjab Technical University Hoshiarpur Campus from July 2018
Member of Discipline Committee at I.K. Gujral Punjab Technical University Hoshiarpur Campus from July 2018.
Member of Examination Committee at I.K. Gujral Punjab Technical University Hoshiarpur Campus from July 2018.
Member of NSS Committee at I.K. Gujral Punjab Technical University Hoshiarpur Campus from July 2018.