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Dr. Alpha Vijayan

Dr. Alpha Vijayan

Dr. Alpha Vijayan

Associate Professor

Associate Professor

About

By the grace of God, I completed my Ph.D. in Computer Science and Engineering with the Thesis titled ” An Enhanced Clustering based Approach for Drug Side Effects Prediction”, under the guidance of Dr. Chandrasekar B.S, Dean, PG Studies, Faculty of Engineering and Technology, JAIN Deemed-to-be University, Bangalore, India on 14 June 2022. (Duration: August 2018 – June 2022)

About

By the grace of God, I completed my Ph.D. in Computer Science and Engineering with the Thesis titled ” An Enhanced Clustering based Approach for Drug Side Effects Prediction”, under the guidance of Dr. Chandrasekar B.S, Dean, PG Studies, Faculty of Engineering and Technology, JAIN Deemed-to-be University, Bangalore, India on 14 June 2022. (Duration: August 2018 – June 2022)

Education

  • PhD in Computer Science and Engineering, Jain Deemed to be University, Bangalore, 2022
  • Master of Engineering in Computer Science and Engineering, Anna University Chennai, 2006
  • Bachelor of Technology in Computer Science and Engineering, Cochin University of Science and Technology, Kerala, 2000

Experience

  • Associate Professor, PES University, Electronic City Campus, 25/07/2022 – till date
  • Senior Assistant Professor, New Horizon College of Engineering, Bangalore, 23/01/2017 – 29/01/2022
  • Associate Professor, Mar Baselios Christian College of Engineering and Technology, Kerala, 3/01/2012 – 23/11/2016
  • Assistant Professor, MVJ College of Engineering, Bangalore, 26/07/2008 – 12/10/2011
  • Senior Lecturer, Jerusalem College of Engineering, Chennai, 9/07/2001 – 14/07/2008
  • Lecturer, Sree Padmavathi College of Engineering, Chennai, 13/12/2000 – 13/04/2001

Additional Information

  • Total Experience in Teaching: 21 Years 5 Months

Achievements

  • Received the Best Paper Award: Alpha Vijayan, Dr. Chandrasekar B. S, “DDIHQ: Drug-Drug Interactions using Hybrid Quantum-Classical Optimization Neural Networks”, presented the paper in the Third International Conference on Advances in Computing and Information Technology (IACIT-2021), conducted by the School of Computer Science and Engineering, Reva University held on 17th and 18th of May 2021.

  • Patent Published : Alpha Vijayan, Dr. Chandrasekar B. S, “A Clustering-Based Hybrid Approach to Extracting Drug Elements with Side Effects”, Indian Patent Application No. 202141046115A, Publication Date: 22/10/2021.

Research Interest

  • Machine Learning
  • Deep Learning
  • Natural Language Processing

Conferences

  • Alpha Vijayan, B. Meenakshi, A. Pandey, A. Patel and A. Jain, “Video Anomaly Detection in Surveillance Cameras,” 2022 International Conference for Advancement in Technology (ICONAT), 2022, pp. 1-4, doi: 10.1109/ICONAT53423.2022.9726078
  • Presented and Published a Paper at National Conference at Reva Institute of Technology, Bangalore titled, “Routing Protocols in Wireless sensor networks” on Feb 22-23, 2009
  • Presented and Published a Paper titled “Secure and More Reliable Data Communication in Mobile Adhoc Networks” at National Conference at Kamaraj College of Engineering & Technology, Chennai on Jan 10-12, 2008
  • Presented and Published a Paper titled “Enhanced Logical Tree Re-configuration for Reliable Multicast” at National Conference WebTops-Second Generation at Jaya Engineering College, CLRI, Chennai titled on Feb 9-10, 2006

Journals

  • Alpha Vijayan, Dr. Chandrasekar B. S, “DDIHQ: Drug-Drug Interactions using Hybrid Quantum-Classical Optimization Neural Networks”, presented the paper in the Third International Conference on Advances in Computing and Information Technology (IACIT-2021), conducted by the School of Computer Science and Engineering, Reva University held on 17th and 18th of May 2021. Received the Best Paper Award. (A
  • Alpha Vijayan, Dr. Chandrasekar B. S, “A Review on Various Approaches for Isolating Side Effects Causing Drug Elements”, IJAST- International Journal of Advanced Science and Technology, (Scopus Indexed), Vol. 29, No. 10S, pp. 4149-4158, June 2020. http://sersc.org/journals/index.php/IJAST/article/view/21115
  • Published the paper “Project Based Learning by Bitcoin”, as co-authored with Manoj. G; ISSN: 2248-9622, International Journal of Engineering Research and Applications (IJERA), UGC Approved, Impact Factor:6.185, Volume 10, Issue 5 (Series-II), May 2020, Page Nos:54-59, DOI: 10.9790/9622-1005025459
  • Alpha Vijayan, Dr. Chandrasekar B. S, “Clustering Based Approach for Isolating the Drug Elements Causing Side Effects”, IJSRCSEIT-International Journal of Scientific Research in Computer Science, Engineering and Information Technology, (UGC Approved), Volume 4, Issue 9, Page Nos:375-379, November-December 2019. DOI: http://ijsrcseit.com/CSEIT1949163
  • Published the paper “Weather Prediction using Deep Learning”, Co-authored with D. Sakthi Keerthana; ISSN No: 0972-1347, IJICS- International Journal of Information and Computer Science, Thomson Reuters’ Research ID: H-75779-2018 Indexed Journal, Impact Factor:5.2, Volume No. 6, Issue No.5, May 2019, Page Nos: 314-317; doi: 16.10089.IJICS.2019.V6I5.18.3097
  • Published the paper “A Framework of Computational Methods for Recommender Engine”, Co-authored with Aishwarya Rajamani; E-ISSN No: 2347-2693, IJCSE- International Journal of Computer Sciences and Engineering, UGC Approved, Impact Factor:3.022, Volume No. 7, Issue No.4, April 2019, Page Nos: 44-48. DOI: https://doi.org/10.26438/ijcse/v7i4.4448
  • Alpha Vijayan, Dr. Chandrasekar B. S, “Isolation of the drug elements causing side effects through machine learning”, IJERECE- International Journal of Engineering Research in Electronics and Communication Engineering, (UGC Approved), Volume No.5, Issue No.11, Page Nos: 1- 4, Nov 2018. doi:01.1617/vol5/iss11/pid81423), https://www.technoarete.org/common_abstract/pdf/IJERECE/v5/i11/Ext_81423.pd
  • Published the paper “A Survey on Realms and Applications of Social Media Data Analysis”, Co-authored with Aishwarya Rajamani; E-ISSN No: 2347-2693, IJCSE- International Journal of Computer Sciences and Engineering, UGC Approved, Impact Factor:3.022, Volume No. 6, Issue No.11, Nov 2018, Page Nos: 844-848, https://doi.org/10.26438/ijcse/v6i11.844848
  • Alpha Vijayan, Josmy George, “Preserving Privacy of Multiple Data in a Cloud over a Secured Network”, ISSN No. 2349-5162; JETIR- Journal of Emerging Technologies and Innovative Research, (An International Open Access Journal, Peer-reviewed, Refereed Journals) UGC Approved, Impact factor: 5.87 calculated by Google Scholar, Volume No. 5, Issue No.5, May 2018 (1/05/2018), Page Nos: 621-629, http://ww
  • Alpha Vijayan, Sumeena. P.S, “Filtering Mechanisms on Internet Protocol”, ISSN:2320-5407; IJAR- International Journal of Advanced Research, 2015 Index Copernicus Value: 56.43, 2015 Impact Factor:6.118, Volume 5, Issue 6, June 2017, Page Nos: 724-729, DOI URL: http://dx.doi.org/10.21474/IJAR01/4471
  • Published the paper “A Survey on Internet Protocol Filtering Mechanisms”, Co-authored with Sumeena. P.S, Dr. P. P. Joby; ISI Impact Factor: 1.461; ISSN: 2456-7361; IJSES, International Journal of Scientific Engineering and Science, Volume 1, Issue 2, February 2017, Page Nos:5-8
  • Published the paper “A Survey on AMUA protocol based on Cryptographic Algorithm”, Co-authored with Sumeena P.S; ISSN: 2455-9024, IRJAES-International Research Journal of Advanced Engineering and Science, Volume 1, Issue- 4, Oct-Nov 2016, ISI-Impact Factor: 1.035 Page Nos: 114-116
  • Published the paper “Intelligent power meter using GSM network and Android application”, Co-authored with Shan.K. M, Jojo.P. John; ISSN: 2454-1362, IJIR- International Journal of Interdisciplinary Research, Citation Impact Factor: 3.75; Index Copernicus value:72.92; Volume 2, Issue-5, 2016, Page Nos: 921-923
  • Published the paper “Smart energy meter using android application and GSM network”, Co-authored with Diya Elizabeth Paul; ISSN:2319-7242, IJECS- International Journal of Engineering and Computer Science, Impact Factor Year 2016: 2.38; Index Copernicus value:76.25; Volume 5, Issue 3, March 2016, Page Nos: 16058-16063
  • Published the paper “Immoral Scene Censoring System”, Co-authored with Sam. V. Varghese, Tibin Thomas; ISSN: 2319-7064, IJSR-International Journal of Science and Research; Impact Factor: 6.391; Index Copernicus value:79.57; Volume 4, Issue 1, January 2015, Paper Id: SUB15786, Page Nos: 2117-2119
  • Published the paper “User Authentication protocol against password Stealing and Password Reuse Attacks”, Co-authored with Asha. R, Sivaranjini. R; ISSN: 2319-9725, IJIRS-International Journal of Innovative Research and Studies; Global Impact Factor: 0.898; Volume 3, Issue 4, April 2014, Page Nos: 333-340
  • Published the paper “Comparison on various User Authentication protocols against Password stealing and reuse attacks”, Co-authored with Aparna C. M, Binisha Mohan; ISSN: 2319-7242, IJECS- International Journal of Engineering and Computer Science; Impact Factor: 2.38; Index Copernicus value:76.25; Volume 3, Issue 3, March 2014, Page Nos: 5206-5209
  • Published the paper “Routing Protocols for Wireless Sensor Networks”, Co-authored with Ms. N. Sreedevi; ISSN: 0976-268X, IJPCSC- International Journal of Power, Control, Signal and Computation, Volume 1, Number 2, April-June 2010, Gopalax Publications, Singapore, USA, India- Page Nos: 161-164
  • A. Vijayan and C. B.S, “Advance Single Stage Convolutional Neural Network for Drug-Drug Interactions,” 2022 Fourth International Conference on Cognitive Computing and Information Processing (CCIP), Bengaluru, India, 2022, pp. 1-6, doi: 10.1109/CCIP57447.2022.10058636.

Books

  • Alpha Vijayan, Dr. Chandrasekar B. S, “An ensemble BERT CHEM DDI For Prediction of Side Effects in Drug- Drug Interactions” presented the paper in the 5th International Conference on Innovative Computing and Communication (ICICC-2022), organized by Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, India in association with National Institute of Technology Patna, India an
  • Alpha Vijayan, Dr. Chandrasekar B. S, “Drug-Drug Interactions and Side Effects Prediction Using Shallow Ensemble Deep Neural Networks” got accepted for publication in the Springer Book Series Lecture Notes in Electrical Engineering (LNEE) on 25th June 2021. https://link.springer.com/cn/book/9789811922800

Education

  • PhD in Computer Science and Engineering, Jain Deemed to be University, Bangalore, 2022
  • Master of Engineering in Computer Science and Engineering, Anna University Chennai, 2006
  • Bachelor of Technology in Computer Science and Engineering, Cochin University of Science and Technology, Kerala, 2000

Experience

  • PhD in Computer Science and Engineering, Jain Deemed to be University, Bangalore, 2022
  • Master of Engineering in Computer Science and Engineering, Anna University Chennai, 2006
  • Bachelor of Technology in Computer Science and Engineering, Cochin University of Science and Technology, Kerala, 2000

Additional Information

  • Total Experience in Teaching: 21 Years 5 Months

Achievements

  • Received the Best Paper Award: Alpha Vijayan, Dr. Chandrasekar B. S, “DDIHQ: Drug-Drug Interactions using Hybrid Quantum-Classical Optimization Neural Networks”, presented the paper in the Third International Conference on Advances in Computing and Information Technology (IACIT-2021), conducted by the School of Computer Science and Engineering, Reva University held on 17th and 18th of May 2021.

  • Patent Published : Alpha Vijayan, Dr. Chandrasekar B. S, “A Clustering-Based Hybrid Approach to Extracting Drug Elements with Side Effects”, Indian Patent Application No. 202141046115A, Publication Date: 22/10/2021.

Research Interest

  • Machine Learning
  • Deep Learning
  • Natural Language Processing

Conferences

  • Alpha Vijayan, B. Meenakshi, A. Pandey, A. Patel and A. Jain, “Video Anomaly Detection in Surveillance Cameras,” 2022 International Conference for Advancement in Technology (ICONAT), 2022, pp. 1-4, doi: 10.1109/ICONAT53423.2022.9726078
  • Presented and Published a Paper at National Conference at Reva Institute of Technology, Bangalore titled, “Routing Protocols in Wireless sensor networks” on Feb 22-23, 2009
  • Presented and Published a Paper titled “Secure and More Reliable Data Communication in Mobile Adhoc Networks” at National Conference at Kamaraj College of Engineering & Technology, Chennai on Jan 10-12, 2008
  • Presented and Published a Paper titled “Enhanced Logical Tree Re-configuration for Reliable Multicast” at National Conference WebTops-Second Generation at Jaya Engineering College, CLRI, Chennai titled on Feb 9-10, 2006

Journals

  • Alpha Vijayan, Dr. Chandrasekar B. S, “DDIHQ: Drug-Drug Interactions using Hybrid Quantum-Classical Optimization Neural Networks”, presented the paper in the Third International Conference on Advances in Computing and Information Technology (IACIT-2021), conducted by the School of Computer Science and Engineering, Reva University held on 17th and 18th of May 2021. Received the Best Paper Award. (A
  • Alpha Vijayan, Dr. Chandrasekar B. S, “A Review on Various Approaches for Isolating Side Effects Causing Drug Elements”, IJAST- International Journal of Advanced Science and Technology, (Scopus Indexed), Vol. 29, No. 10S, pp. 4149-4158, June 2020. http://sersc.org/journals/index.php/IJAST/article/view/21115
  • Published the paper “Project Based Learning by Bitcoin”, as co-authored with Manoj. G; ISSN: 2248-9622, International Journal of Engineering Research and Applications (IJERA), UGC Approved, Impact Factor:6.185, Volume 10, Issue 5 (Series-II), May 2020, Page Nos:54-59, DOI: 10.9790/9622-1005025459
  • Alpha Vijayan, Dr. Chandrasekar B. S, “Clustering Based Approach for Isolating the Drug Elements Causing Side Effects”, IJSRCSEIT-International Journal of Scientific Research in Computer Science, Engineering and Information Technology, (UGC Approved), Volume 4, Issue 9, Page Nos:375-379, November-December 2019. DOI: http://ijsrcseit.com/CSEIT1949163
  • Published the paper “Weather Prediction using Deep Learning”, Co-authored with D. Sakthi Keerthana; ISSN No: 0972-1347, IJICS- International Journal of Information and Computer Science, Thomson Reuters’ Research ID: H-75779-2018 Indexed Journal, Impact Factor:5.2, Volume No. 6, Issue No.5, May 2019, Page Nos: 314-317; doi: 16.10089.IJICS.2019.V6I5.18.3097
  • Published the paper “A Framework of Computational Methods for Recommender Engine”, Co-authored with Aishwarya Rajamani; E-ISSN No: 2347-2693, IJCSE- International Journal of Computer Sciences and Engineering, UGC Approved, Impact Factor:3.022, Volume No. 7, Issue No.4, April 2019, Page Nos: 44-48. DOI: https://doi.org/10.26438/ijcse/v7i4.4448
  • Alpha Vijayan, Dr. Chandrasekar B. S, “Isolation of the drug elements causing side effects through machine learning”, IJERECE- International Journal of Engineering Research in Electronics and Communication Engineering, (UGC Approved), Volume No.5, Issue No.11, Page Nos: 1- 4, Nov 2018. doi:01.1617/vol5/iss11/pid81423), https://www.technoarete.org/common_abstract/pdf/IJERECE/v5/i11/Ext_81423.pd
  • Published the paper “A Survey on Realms and Applications of Social Media Data Analysis”, Co-authored with Aishwarya Rajamani; E-ISSN No: 2347-2693, IJCSE- International Journal of Computer Sciences and Engineering, UGC Approved, Impact Factor:3.022, Volume No. 6, Issue No.11, Nov 2018, Page Nos: 844-848, https://doi.org/10.26438/ijcse/v6i11.844848
  • Alpha Vijayan, Josmy George, “Preserving Privacy of Multiple Data in a Cloud over a Secured Network”, ISSN No. 2349-5162; JETIR- Journal of Emerging Technologies and Innovative Research, (An International Open Access Journal, Peer-reviewed, Refereed Journals) UGC Approved, Impact factor: 5.87 calculated by Google Scholar, Volume No. 5, Issue No.5, May 2018 (1/05/2018), Page Nos: 621-629, http://ww
  • Alpha Vijayan, Sumeena. P.S, “Filtering Mechanisms on Internet Protocol”, ISSN:2320-5407; IJAR- International Journal of Advanced Research, 2015 Index Copernicus Value: 56.43, 2015 Impact Factor:6.118, Volume 5, Issue 6, June 2017, Page Nos: 724-729, DOI URL: http://dx.doi.org/10.21474/IJAR01/4471
  • Published the paper “A Survey on Internet Protocol Filtering Mechanisms”, Co-authored with Sumeena. P.S, Dr. P. P. Joby; ISI Impact Factor: 1.461; ISSN: 2456-7361; IJSES, International Journal of Scientific Engineering and Science, Volume 1, Issue 2, February 2017, Page Nos:5-8
  • Published the paper “A Survey on AMUA protocol based on Cryptographic Algorithm”, Co-authored with Sumeena P.S; ISSN: 2455-9024, IRJAES-International Research Journal of Advanced Engineering and Science, Volume 1, Issue- 4, Oct-Nov 2016, ISI-Impact Factor: 1.035 Page Nos: 114-116
  • Published the paper “Intelligent power meter using GSM network and Android application”, Co-authored with Shan.K. M, Jojo.P. John; ISSN: 2454-1362, IJIR- International Journal of Interdisciplinary Research, Citation Impact Factor: 3.75; Index Copernicus value:72.92; Volume 2, Issue-5, 2016, Page Nos: 921-923
  • Published the paper “Smart energy meter using android application and GSM network”, Co-authored with Diya Elizabeth Paul; ISSN:2319-7242, IJECS- International Journal of Engineering and Computer Science, Impact Factor Year 2016: 2.38; Index Copernicus value:76.25; Volume 5, Issue 3, March 2016, Page Nos: 16058-16063
  • Published the paper “Immoral Scene Censoring System”, Co-authored with Sam. V. Varghese, Tibin Thomas; ISSN: 2319-7064, IJSR-International Journal of Science and Research; Impact Factor: 6.391; Index Copernicus value:79.57; Volume 4, Issue 1, January 2015, Paper Id: SUB15786, Page Nos: 2117-2119
  • Published the paper “User Authentication protocol against password Stealing and Password Reuse Attacks”, Co-authored with Asha. R, Sivaranjini. R; ISSN: 2319-9725, IJIRS-International Journal of Innovative Research and Studies; Global Impact Factor: 0.898; Volume 3, Issue 4, April 2014, Page Nos: 333-340
  • Published the paper “Comparison on various User Authentication protocols against Password stealing and reuse attacks”, Co-authored with Aparna C. M, Binisha Mohan; ISSN: 2319-7242, IJECS- International Journal of Engineering and Computer Science; Impact Factor: 2.38; Index Copernicus value:76.25; Volume 3, Issue 3, March 2014, Page Nos: 5206-5209
  • Published the paper “Routing Protocols for Wireless Sensor Networks”, Co-authored with Ms. N. Sreedevi; ISSN: 0976-268X, IJPCSC- International Journal of Power, Control, Signal and Computation, Volume 1, Number 2, April-June 2010, Gopalax Publications, Singapore, USA, India- Page Nos: 161-164
  • A. Vijayan and C. B.S, “Advance Single Stage Convolutional Neural Network for Drug-Drug Interactions,” 2022 Fourth International Conference on Cognitive Computing and Information Processing (CCIP), Bengaluru, India, 2022, pp. 1-6, doi: 10.1109/CCIP57447.2022.10058636.

Books

  • Alpha Vijayan, Dr. Chandrasekar B. S, “An ensemble BERT CHEM DDI For Prediction of Side Effects in Drug- Drug Interactions” presented the paper in the 5th International Conference on Innovative Computing and Communication (ICICC-2022), organized by Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, India in association with National Institute of Technology Patna, India an
  • Alpha Vijayan, Dr. Chandrasekar B. S, “Drug-Drug Interactions and Side Effects Prediction Using Shallow Ensemble Deep Neural Networks” got accepted for publication in the Springer Book Series Lecture Notes in Electrical Engineering (LNEE) on 25th June 2021. https://link.springer.com/cn/book/9789811922800

Staff Contacts

Staff Contacts

  • 8026721983
  • alphavijayan@pes.edu
  • Computer Science
  • 8026721983
  • alphavijayan@pes.edu
  • Computer Science
  • EC Campus
  • EC Campus

Staff Campus Location

Staff Campus Location

100 Feet Ring Road,
BSK III Stage,
Bangalore-560085

  • +91 80 26721983
  • +91 80 26722108

For Admissions

  • 080-10-297297
  • admissions@pes.edu
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Information For

Information About

Important Info

Information For

Information About

Important Info

100 Feet Ring Road,
BSK III Stage,
Bangalore-560085

For Admissions

  • 080-10-297297
  • admissions
    @pes.edu
  • +91 80 26721983
  • +91 80 26722108
Facebook-f Linkedin-in Twitter Youtube Instagram
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