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Staff

Mrs Anushree Raj

Mrs Anushree Raj

Assistant Professor

Ph.D. (submitted), MIEEE, MISTE, MIAENG, MCA (NITK Deemed University), BSc.- Computer Science (St Aloysius College Mangalore)

Research
  • 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; Rakesh B S, Sujay K, Survey On Face Detection and Recognition Algorithms Using Deep Learning, International Journal of Scientific Research and Engineering Development, October 2022, Volume:04, Issue:10, pg 602-606, Zenodo publishers, DOI : 10.5281/zenodo.7258759
  • Anushree Raj; Hiba Iqbal; Aryababu M, Review on Digit Classification Using Neural Network, International Journal of Scientific Research and Engineering Development, October 2022, Volume:04, Issue:10, pg 598-601, Zenodo publishers, DOI :10.5281/zenodo.7258732
  • Anushree Raj, Review on personality prediction system from facebook user, International Research Journal of Modernization in Engineering Technology and Science, October 2022, Volume:04, Issue:10, pg 1148-1150, COPE Publishers, https://www.irjmets.com/uploadedfiles/ paper//issue_10_october_2022/30794/final/ fin_irjmets1666505581.pdf.
  • Anushree Raj, Sahir Abdulla, Vishwas N, Review On Speech Recognition using Deep Learning, International Research Journal of Engineering and Technology, October 2022, Volume 9, Issue 10, pg 659-662, Fast Track Publications, IRJET-V9I10101.pdf
  • Anushree Raj, Joylin Denita Dsouza, Shabarish S.K, Sentimental Analysis and Opinion Mining on Online Customer Review, International Research Journal of Engineering and Technology, October 2022, Volume 9, Issue 10, pg 648-653, Fast Track Publications, IRJET-V9I1099.pdf
  • Anushree Raj, Sadiya Ayub Humbarkar, Sumedha E, Survey on Human Behavior Recognition using CNN, International Research Journal of Engineering and Technology, October 2022, Volume 9, Issue 10, pg 654-658, Fast Track Publications, IRJET-V9I10100.pdf
  • Anushree Raj, Bitcoin and Cryptocurrency, GIS Science journal, July 2022, Volume 9, Issue 7, pg 1979- 1984, Wichmann Verlag, 18001.GSJ.2022.V9I6.22.3955857 (Scopus Indexed)
  • Anushree Raj, CRISPR Genome Editing Technology, GIS Science journal, July 2022, Volume 9, Issue 7, pg 1965- 1971, Wichmann Verlag,18001.GSJ.2022.V9I6.22.3955855 (Scopus Indexed)
  • 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, April 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, Rio D’Souza 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 Chapter
  • 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
  • Presented a paper titled “Big Data Anonymization Framework using DNA Computing” at Research Conclave 2022 organized by the Department of CSE at St Joseph Engineering College Vamanjoor, Mangalore on 10th September 2022.
  • 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
  • Delivered a talk on “Insights in Bioinformatics” on 20th August 2022 for BScstudents of chemistry, biology, zoology and microbiology branches at University degree college, Mangalore.
  • Was resource person for one session on ‘Bioinformatics – scope and career’ at one day workshop on Bioinformatics on 17thAugust2022 at AIMIT Beerifor BSc students of various colleges from Mangalore and Kerala.
  • Delivered a talk on “Deep insights in Software testing” on 1st August 2022 for BCA students at St Raymond’s Degree College Mangalore.
  • Was resource person for one of the sessions on ‘Bioinformatics – scope and career’ followed by hands on sessions to explore on bioinformatic tools, on 17th June 2022 at AIMIT Beerifor students of BSc Microbiology, St Aloysius College (Autonomous).
  • 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 23rdto 25thNovember 2019.
  • Organised a Seminar on “Machine learning techniques and applications” on 18thDecember 2019.
  • Organised a Seminar on “Artificial Intelligence, Machine Learning and Deep Learning”, on 13thFebruary 2019.
  • Organised a One Week workshop on “Android Application Development” from 12thto 17thNovember 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 Aloysius 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.