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Staff

Mrs Anushree Raj

Mrs Anushree Raj

Assistant Professor

BSc.-Computer Science, MCA, (Ph.D.), Member IEEE, ISTE, IAENG

Research
  • Applied for AICTE ATAL FDP grant for FDP on Data Science project proposa worth 3 lakhs (April 2022)
  • Applied for VSTG-KFIST-L1 grant for ‘Setting up Artificial Intelligence and High Performance Grahics computing lab” project proposal for 20 lakhs (Feb 2022).
  • Applied for VGST-FDP grant for FDP on Artificial Intelligence, Machine Learning and Deep learning, project proposal worth 2 lakhs (Feb 2022).
  • Received AICTE – ATAL FDP grant for FDP on Data Science using Python, project proposal worth 3 lakhs (Jan 2020).
  • Received AICTE – ATAL FDP grant for FDP on Applications of Artificial Intelligence and Machine Learning, project proposal worth 3 lakhs (Jan 2020).
Publications
  • Anushree Raj, Rio D’Souza, Encoding and decoding algorithms to store Big data into DNA, Philosophical Readings, October 2021, Volume 8, Issue 4, pg 2372-2377, Zenodo, https://doi.org/10.5281/zenodo.5616905 (Scopus Q4)
  • Anushree Raj, Rio D’Souza, Novel DNA Cryptosystem using Genetic Operators, Design Engineering, Apri 2021, Volume 1, Issue 7, pg 7935- 7943, Rogers Media Publishing. (Scopus Q4)
  • Anushree Raj, Artificial Intelligence and Machine Learning applications in Smart Production, International Journal of Science and Engineering Development Research, June 2021, Volume 9, Issue 6, pg 2048-2056, IJARESM, http://www.ijaresm.com/uploaded_files/document_file/Anushree_RajSPVq.pdf. (UGC)
  • Anushree Raj, Deep Learning in Big Data Analytics, International Journal of Science and Engineering Development Research, June 2021, Volume 9, Issue 6, pg 1823-1827, IJARESM, http://www.ijaresm.com/uploaded_files/document_file/Anushree_Rajci1h.pdf. (UGC)
  • Anushree Raj, Rio D’Souza, Anonymization of Sensitive Data in Unstructured Documents Using NLP, International Journal of Science and Engineering Development Research, April 2021, Volume 12 Issue 4, pp.25-35, IAEME, DOI: https://doi.org/10.34218/IJMET.12.4.2021.002
  • Anushree Raj, Rio D’Souza, Scalable Two-Phase Top-Down Specification for Big Data Anonymization Using Apache Pig, International Journal of Science and Engineering Development Research, January 2021, volume 1133, Book series, pg 1009-1023, Springer publication, https://link.springer.com/chapter/10.1007%2F978-981-15-3514-7_75 (Springer)
  • Anushree Raj, Rio D’Souza, Implementation of k-means cluster algorithm using python, International Journal of Science and Engineering Development Research, May 2020, Volume.7, Issue 2, pg 366-369, IJRAR, http://www.ijrar.org/IJRAR2002193.pdf. (UGC)
  • Anushree Raj, Meghana, Prathima D’Souza, Reemal Rodrigues, Implementation of MySQL in python – International Journal of Research and Analytical Reviews, March 2020, Volume.7, Issue 1, pg 447-451, IJRAR, http://www.ijrar.org/IJRAR2001774.pdf. (UGC)
  • Anushree Raj, Rio D’Souza, Implementation of ETL process using Pig and Hadoop, International Journal of Science and Engineering Development Research, January 2020, Volume-8 Issue-5, pg 4896-4899. Blue Eyes Intelligence Engineering and Sciences Publication, https://www.ijrte.org/wp-content/uploads/papers/v8i5/E4901018520.pdf. (Scopus Q4)
  • Anushree Raj, Rio D’Souza, Implementation of Apriori and FP growth algorithm using WEKA, International Journal of Science and Engineering Development Research, March 2020, Volume7, Issue 1, pg.904-907, IJRAR, http://www.ijrar.org/IJRAR2001694.pdf. (UGC)
  • Anushree Raj, Rio D’Souza, Survey on Big Data Mining Algorithms, International Journal of Science and Engineering Development Research, June 2019, Volume 7 Issue 4, pg 1363-1367, IJRASET, http://ijraset.com/fileserve.php?FID=23869. (UGC)
  • Anushree Raj, Rio D’Souza, A Review on Machine Learning Algorithms, International Journal of Science and Engineering Development Research, June 2019, Volume 7 Issue 4, pg 792-796, IJRASET, https://www.ijraset.com/fileserve.php?FID=23643. (UGC)
  • Anushree Raj, Rio D’Souza, Implementation Analysis of Map Reduce, Pig and Hive, International Journal of Science and Engineering Development Research, April 2019, Volume 7 Issue 4, pg 418-423, IJRASET, https://www.ijraset.com/fileserve.php?FID=20989. (UGC)
  • Anushree Raj, Rio D’Souza, A Review on Hadoop Eco System for Big Data, International Journal of Science and Engineering Development Research, January-February 2019, Volume 5, Issue 1, pg 343-348, IJSRCSEIT, https://ijsrcseit.com/CSEIT195172. (UGC)
  • Anushree Raj, Rio D’Souza, Big Data Anonymization in Cloud using k-Anonymity Algorithm using Map Reduce Framework, International Journal of Science and Engineering Development Research, January-February 2019, Volume 5, Issue 1, pg 50-56, IJSRCSEIT, https://ijsrcseit.com/CSEIT19516. (UGC)
  • Anushree Raj, Rio D’Souza, Survey on Anonymization of Privacy Preserving in Data Publishing, International Journal of Science and Engineering Development Research, November 2018, Volume 3, Issue 11 pg 219 – 224, IJSDR, http://www.ijsdr.org/papers/IJSDR1811038.pdf
  • Anushree Raj, Rio D’Souza, Review on Digital data into DNA Synthesis, storage and sequencing, International Journal of Science and Engineering Development Research, November 2018, Volume 3, Issue 11 pg 225 – 231, IJSDR, http://www.ijsdr.org/papers/IJSDR1811039.pdf
  • Anushree Raj, Rio D’Souza, Big Data into DNA Storage, International Journal of Science and Engineering Development Research, November 2018, Volume 3, Issue 11 pg 209 – 213, IJSDR, http://www.ijsdr.org/papers/IJSDR1811036.pdf
  • Anushree Raj, Rio D’Souza, Review on Genome Sequence using Hadoop and MapReduce, International Journal of Science and Engineering Development Research, November 2018, Volume 3, Issue 11 pg 214 – 218, IJSDR, https://www.ijsdr.org/papers/IJSDR1811037.pdf
  • Anushree Raj, Rio D’Souza, DNA Cryptography algorithm using genetic operators, International Journal of Latest Trends in Engineering and Technology, December 2017, Volume 1, Special Issue, pp. 034-039, IJLTET, https://www.ijltet.org/journal/151048446815.pdf
Book Chapters/Patents
  • Anushree Raj, Rio D’Souza, Scalable Two-Phase Top-Down Specification for Big Data Anonymization Using Apache Pig, International Journal of Science and Engineering Development Research, January 2021, volume 1133, Book series, pg 1009-1023, Springer publication,
  • “An intelligent system to filter unpleasant video clips using CNN-ResNet-50”, Reference No. 202141042637, Application number TEMP/E1/47272/2021-CHE, filed on 21/09/2021 in Intellectual Property India.
  • “A novel method to identify originality of the hand written document using deep learning”, Reference No. 02141038254, Application number TEMP/E1/42299/2021-CHE, filed on 24/08/2021 in Intellectual Property India.
  • “V-Smart –Cloud Assisted Glass to Capture Road Accidents and System Thereof”, Reference No. 202141034813, Application number TEMP/E-1/38467 /2021-CHE, filed on 03/08/2021 in Intellectual Property India.
Research presentations
  • Anushree Raj, Rio D’Souza, Encoding and decoding algorithms to store Big data into DNA, Philosophical Readings, October 2021, Volume 8, Issue 4, pg 2372-2377, Zenodo, https://doi.org/10.5281/zenodo.5616905. (Scopus Q4). Presented in International conference on ICICTA 2021 organized by the school of Computer Science and Applications at Reva University on 24th and 25th June 2021.
  • Anushree Raj, Rio D’Souza, Scalable Two-Phase Top-Down Specification for Big Data Anonymization Using Apache Pig, International Journal of Science and Engineering Development Research, January 2021, volume 1133, Book series, pg 1009-1023, Springer publication, https://link.springer.com/chapter/10.1007%2F978-981-15-3514-7_75 (Springer). Presented in International conference on “Artificial Intelligence and Data Engineering 2019” (AIDE-19) held during May 23-24, 2019, at N.M.A.M. Institute of Technology, Nitte, Karkala, Karnataka, India.
  • Anushree Raj, Rio D’Souza, Implementation of ETL process using Pig and Hadoop, International Journal of Science and Engineering Development Research, January 2020, Volume-8 Issue-5, pg 4896-4899. Blue Eyes Intelligence Engineering and Sciences Publication, https://www.ijrte.org/wp-content/uploads/papers/v8i5/E4901018520.pdf. (Scopus Indexed). Presented in International Conference on “ADVANCED IT, ENGINEERING and MANAGEMENT” held by the AIMIT- Computer Society branch on 21st and 22nd of November 2019 at Aloysius Institute of Management and Information Technology (AIMIT), St Aloysius College (Autonomous), Beeri Campus, Mangalore – 22.
  • Anushree Raj, Rio D’Souza, DNA Cryptography algorithm using genetic operators, International Journal of Latest Trends in Engineering and Technology, December 2017, Volume 1, Special Issue, pp. 034-039, IJLTET, https://www.ijltet.org/journal/151048446815.pdf. Presented in International Conference on “ADVANCED IT, ENGINEERING and MANAGEMENT” held by the AIMIT- Computer Society branch on 16th, 17th of November 2017 at Aloysius Institute of Management and Information Technology (AIMIT), St Aloysius College (Autonomous), Beeri Campus, Mangalore – 22.
Other Significant Achievements
  • Conducted a three-day workshop as Resource person on “Insights on Artificial Intelligence and Machine Learning- Research perspective, Hands on session” from 18th May to 20th May 2022 for pre final year CSE students at P. A. College of Engineering.
  • Delivered a talk on “Mentoring System”, on 12th July 2021 for BCA students at School of Computer Applications, REVA University Bangalore.
  • Delivered a talk on “Artificial Intelligence and Machine learning”, on 12th July 2021 for BCA students at School of Computer Applications, REVA University Bangalore.
  • Delivered a talk on “Big Data Analytics in Ecommerce” on Feb 5th for BCom students at St Agnes College Mangalore
  • Delivered a talk on “Career opportunities in Big Data Analytics” for BA Psychology and Political Science batch students at St Agnes Degree College Mangalore.
  • Delivered a talk on “Artificial Intelligence in future” for BCA and BSc students at St Agnes Degree College Mangalore.
  • Delivered a talk on ‘Big Data and Artificial Intelligence’ for the BSc Computer Science students of Vijaya Degree College, Mulki.
  • Delivered a talk on “Big Data and Artificial Intelligence” for BCA students at St Philomena Degree College, Puttur.
  • Delivered a talk on “Artificial Intelligence – the new Era” for BCA students at St Raymonds Degree College Mangalore.
  • Delivered a talk on “Artificial Intelligence and its future” for BCA students at SDM College Mangalore.
  • Resource person for a 3-day FDP on “Google suit at office” for faculty of Father Muller’s School of Nursing College, Kankanady Mangalore.
  • Chief Guest to inaugurate the IT Club of Department of Computer Science and Technology at VIT Puttur on 22nd July 2013
  • Organised a Seminar on “Scope for Data Science in Industry” on 5 August 2019.
  • Organised a Seminar on “GGPLOT FOR DATA VISUALIZATION” ON 9 OCTOBER 2019.
  • Organised three-day workshop on “COREL DRAW” from 23rd to 25th November 2019.
  • Organised a Seminar on “Machine learning techniques and applications” on 18th December 2019.
  • Organised a Seminar on “Artificial Intelligence, Machine Learning and Deep Learning”, on 13th February 2019.
  • Organised a One Week workshop on “Android Application Development” from 12th to 17th November 2018.
  • BOS member – BSc. Cyber Security, REVA University, Bangalore
  • BOS member – Department of Forensic Science & Cyber Security at Mangalore University.
  • BOE member – Department of Computer Applications, BMSIT Bangalore
  • BOE member – Department of M.Sc. Big Data Analytics, St Aloysius Institute of Management & Information Technology, Mangalore
  • BOE member – Department of BCA, St Aloysious Degree College, Mangalore.
  • BOE member – Department of BCA, Yenapoya Degree College, Mangalore
  • IBM Certified in Advanced Excel and Tableau.
  • IBM Certified in OOAD using Rational Software.