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Faculty Details

Dr. Antony P J

Vice Principal Professor & HOD

  • B.E (Mangalore University)-1997
  • M.Tech (VTU)-2004
  • PHD(AMRITA VISHWA VIDYAPEETHAM)-2013

    Academic Background

    Date of Join: 2016-06-02
    Email: hodcseajiet@ajiet.edu.in antonypjohn@ajiet.edu.in

    Responsibilities

    Responsibility at Department

  • Institution Level Secondary Responsibilities
  • Vice- Principal
  • NAAC Chief Coordinator
  • IQAC Coordinator
  • Disciplinary/Security Committee Coordinator
  • Hostel Committee Coordinator
  • NEP Coordinator
  • Website, ERP, Networking, System Maintenance and ICT Committeern Anti Ragging Committee Coordinator

      • SCOPUS Indexed Publications

    1. Analysis of Malignancy Using Enhanced GraphCut-Based Clustering for Diagnosis of Bone Cancer, Advances in Intelligent Systems and Computing, 2020 | Book chapter, DOI: 10.1007/978-981-13-7166-0_45, EID: 2-s2.0-85068187634, Part of ISSN: 21945365 21945357, Contributors: Antony, P.J.; Vandana, B.S.; Alva, S.R.
    2. Prediction of core shear strength in sandwich composites using deep learning and support vector regression, International Journal of Recent Technology and Engineering, 2019 | Journal article, DOI: 10.35940/ijrte.A1971.078219, EID: 2-s2.0-85071138077,Part of ISSN: 22773878, Contributors: Antony, P.J.; Prajna, M.R.; Jnanesh, N.A.
    3. Segmentation and recognition of characters on Tulu palm leaf manuscripts, International Journal of Computational Vision and Robotics, 2019 | Journal article, DOI: 10.1504/IJCVR.2019.102283, EID: 2-s2.0-85072371345, Part of ISSN: 1752914X 17529131, Contributors: Antony, P.J.; Savitha, C.K.
    4. Domain-specific approach for segmentation of nucleus-cytoplasm in bone cancer histopathology for malignancy analysis, International Journal of Biomedical Engineering and Technology, 2018 | Journal article, DOI: 10.1504/IJBET.2018.094298, EID: 2-s2.0-85052650715, Part of ISSN: 17526426 17526418, Contributors: Antony, P.J.; Vandana, B.S.; Alva, S.R.
    5. Machine learning approach for flexural characterization of smart material, Journal of Physics: Conference Series, 2018 | Conference paper, DOI: 10.1088/1742-6596/1142/1/012007, EID: 2-s2.0-85058677844, Part of ISSN: 17426596 17426588, Contributors: Prajna, M.R.; Antony, P.J.; Jnanesh, N.A.
    6. Machine Learning Approaches for recognition of offline Tulu Handwritten Scripts, Journal of Physics: Conference Series, 2018 | Conference paper, DOI: 10.1088/1742-6596/1142/1/012005, EID: 2-s2.0-85058700053, Part of ISSN: 17426596 17426588, Contributors: Savitha, C.K.; Antony, P.J.
    7. Significant Feature Extraction Automated Framework for Cancer Diagnosis from Bone Histopathology Images, 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018, 018 | Conference paper, DOI: 10.1109/ICACCI.2018.8554534, EID: 2-s2.0-85060056407, Contributors: Vandana, B.S.; Antony, P.J.; Alva, S.R.
    8. Data mining and machine learning approaches on engineering materials-A review, 2016 IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016 - Proceedings, 2017 | Conference paper, DOI: 10.1109/RTEICT.2016.7807785, EID: 2-s2.0-85015064775, Contributors: Antony, P.J.; Manujesh, P.; Jnanesh, N.A.
    9. Haar features based handwritten character recognition system for tulu script, 2016 IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016 - Proceedings, 2017 | Conference paper, DOI: 10.1109/RTEICT.2016.7807784, EID: 2-s2.0-85015036179, Contributors: Antony, P.J.; Savitha, C.K.; Ujwal, U.J.
    10. Machine learning models for material selection: Framework for predicting flatwise compressive strength using ANN, Proceedings of the 2016 2nd International Conference on Applied and Theoretical Computing and Communication Technology, iCATccT 2016, 2017 | Conference paper, DOI: 10.1109/ICATCCT.2016.7912036, EID: 2-s2.0-85020185343, Contributors: Antony, P.J.; Jnanesh, N.A.; Prajna, M.R.
    11. Visualisation of tissue cells from bone histopathological images for cancer diagnosis: A review on current status in digital histopathology, International Journal of Biomedical Engineering and Technology, 2017 | Journal article, DOI: 10.1504/IJBET.2017.084664, EID: 2-s2.0-85021415053, Part of ISSN: 17526426 17526418, Contributors: Antony, P.J.; Vandana, B.S.; Alva, S.R.
    12. A framework for recognition of handwritten South Dravidian Tulu script, Conference on Advances in Signal Processing, CASP 2016, 2016 | Conference paper, DOI: 10.1109/CASP.2016.7746128, EID: 2-s2.0-85003869019, Contributors: Antony, P.J.; Savitha, C.K.
    13. A proof of concept for offline laptop tracking, Proceedings - 2013 International Conference on Machine Intelligence Research and Advancement, ICMIRA 2013, 2014 | Conference paper, DOI: 10.1109/ICMIRA.2013.17, EID: 2-s2.0-84910011859, Contributors: Kumar, K.A.; Antony, P.J.
    14. Morphological analyzer and generator for Tulu language: A novel approach, ACM International Conference Proceeding Series, , 2012 | Conference paper, DOI: 10.1145/2345396.2345531, EID: 2-s2.0-84866114561, Contributors: Antony, P.J.; Raj, H.B.; Sahana, B.S.; Alvares, D.S.; Raj, A.
    15. Kernel based part of speech tagger for Kannada, 2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010, 2010 | Conference paper, DOI: 10.1109/ICMLC.2010.5580488, EID: 2-s2.0-78149300203, Contributors: Antony, P.J.; Soman, K.P.
    16. Kernel method for English to Kannada transliteration, ITC 2010 - 2010 International Conference on Recent Trends in Information, Telecommunication, and Computing, 2010 | Conference paper, DOI: 10.1109/ITC.2010.85, EID: 2-s2.0-77953106577, Contributors: Antony, P.J.; Ajith, V.P.; Soman, K.P.
    17. Statistical method for English to Kannada transliteration, Communications in Computer and Information Science, 2010 | Book, DOI: 10.1007/978-3-642-12214-9_57, EID: 2-s2.0-77950577374, Part of ISSN: 18650929, Contributors: Antony, P.J.; Ajith, V.P.; Soman, K.P.
    18. SVM based part of speech tagger for Malayalam, ITC 2010 - 2010 International Conference on Recent Trends in Information, Telecommunication, and Computing, 2010 | Conference paper, DOI: 10.1109/ITC.2010.86, EID: 2-s2.0-77953117837, Contributors: Antony, P.J.; Mohan, S.P.; Soman, K.P.

      19. Web Of Science

    19. Statistical Method for English to Kannada Transliteration, Authors: Antony, P. J.; Ajith, V. P.; Soman, K. P. , Published: 2010 in Communications in Computer and Information Science, DOI: 10.1007/978-3-642-12214-9_57
    20. Visualisation of tissue cells from bone histopathological images for cancer diagnosis: a review on current status in digital histopathology, Authors: Antony, P. J.; Vandana, B. S.; Alva, Sathyavathi R. , Published: 2017 in International Journal of Biomedical Engineering and Technology, DOI: 10.1504/IJBET.2017.10005686
    21. Domain-specific approach for segmentation of nucleus-cytoplasm in bone cancer histopathology for malignancy analysis, Authors: Antony, P. J.; Vandana, B. S.; Alva, Sathyavathi R. Published: 2018 in International Journal of Biomedical Engineering and Technology, DOI: 10.1504/IJBET.2018.094298
    22. Machine Learning Models for Material Selection Framework for Predicting Flatwise compressive Strength using ANN, Authors: Antony, P. J.; Jnanesh, N. A.; Prajna, M. R. Published: 2016 in PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT)
    23. Machine Learning Approaches for recognition of offline Tulu Handwritten Scripts, Authors: Savitha, C. K.; Antony, P. J. Published:Nov 2018 in Journal of Physics: Conference Series, DOI: 10.1088/1742-6596/1142/1/012005
    24. Machine learning approach for flexural characterization of smart material, Authors: Prajna, M. R.; Antony, P. J.; Jnanesh, N. A. , Published:Nov 2018 in Journal of Physics: Conference Series, DOI: 10.1088/1742-6596/1142/1/012007
    25. Significant Feature Extraction Automated Framework for Cancer Diagnosis from Bone Histopathology Images, Authors: Vandana, B. S.; Antony, P. J.; Alva, Sathyavathi R. Published:Sep 2018 in International Conference on Advances in Computing, Communications and Informatics (ICACCI), DOI: 10.1109/ICACCI.2018.8554534
    26. A Framework for Recognition of Handwritten South Dravidian Tulu Script, Authors: Antony, P. J.; Savitha, C. K. Published:Jun 2016 in Conference on Advances in Signal Processing (CASP), DOI: 10.1109/CASP.2016.7746128.
    27. Haar Features based Handwritten Character Recognition System for Tulu Script, Authors: Antony, P. J.; Savitha, C. K.; Ujwal, U. J. Published:May 2016 in IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT)DOI: 10.1109/RTEICT.2016.7807784.
    28. Data mining and Machine Learning Approaches on Engineering Materials-A Review, Authors: Antony, P. J.; Manujesh, Prajna; Jnanesh, N. A. , Published: 2016 in IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT).
    29. A Proof of Concept for Offline Laptop Tracking, Authors: Kumar, Abhilash K.; Antony, P. J. Published:Dec 2013 in International conference on machine intelligence and research advancement (ICMIRA)DOI: 10.1109/icmira.2013.17.
    30. Morphological analyzer and generator for tulu language: a novel approach, authors: antony, p. j.; raj, hemant b.; sahana, b. s.; ... raj, aishwarya; see more, published: 2012 in proceedings of the international conference on advances in computing, communications and informatics (icacci)

      31. International Conference Publications

    31. Design and Analysis of Low Power Multimodulus Frequency Divider using True Single-Phase Clock (TSPC) and Extended-TSPC (ETSPC) Technologies, 19 & 20 Mat, 2023, 5th International Conference on Recent Advancements in Engineering and Technology, ISBN: 978-93-92105-53-1 (Presented)
    32. Significant Feature Extraction Automated Framework for Cancer Diagnosis from Bone Histopathology Images. In 2018, International Conference on Advances in Computing, Communications and Informatics (ICACCI) (pp. 1046-1051). IEEE.
    33. A paper titled ""Haar Features based Handwritten Character Recognition System for Tulu Script"" has been presented in IEEE International conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT-2016) to be held at Sri Venkateshwara College of Engineering , Bangalore during 20 and 21 May - 2016 (Publication and indexing in IEEE Xplore Digital Library).
    34. A review paper titled "" Framework for Recognition of Handwritten South Dravidian Tulu Script" has been presented in IEEE International conference on advances in signal processing(CASP 2016) to be held at MKSSS's Cumminns college of engineering for women, Pune during 10 and 11 June-2016 ( Publication and indexing in IEEE Xplore Digital Library).
    35. A paper titled "Efficient binarization technique for handwritten Archive of south Dravidian Tulu script" has been presented in Springer International Conference on 'Emerging Research in Computing, Information, Communication and Applications'(ERCICA-2016) to be held at NMIT Bangalore during 29th and 30th July 2016.
    36. The paper titled "Data mining and Machine Learning Approaches on Engineering Materials-A Review" has been presented in IEEE International Conference on Recent Trends in Electronics Information Communication Technology, SVCE, Bangalore, during May 20-21, 2016.(The paper will be published in IEEE Xplore and IEEE Proceeding).
    37. The paper "Prediction of Flatwise Compressive Strength of Polyurethane Foam Core Material Using Artificial Neural Networks" has been presented in IEEE International Conference on Applied and Theoretical Computing and Communication Technology, held at SJBIT, Bangalore between 21-23rd July 2016 (The paper will be published in IEEE Xplore and IEEE Proceeding).
    38. The paper "An Approach To Classify Engineering Materials Using Machine Learning Algorithm" has been presented in International Conference on Emerging Research in Computing, Information, Communication and Applications (ERCICA-2016) on July 28-30, (Paper will be published by Springer publications and is in progress. The conference held at NMIT Bangalore.
    39. "Kernel Method for English to Kannada Transliteration", International Conference on-Recent Trends in Information, Telecommunication and Computing, Kochin, India, Archived in IEEE Xplore and IEEE CS Digital Library, Abstracted in ACM Digital Library, 12-13 March 2010.
    40. "Kernel Based Part of Speech Tagger for Kannada", International Conference on Machine Learning and Cybernetics, Qingdao, China, Archived in IEEE Xplore and IEEE CS Digital Library, 11-14 July 2010.
    41. "Feature Extraction Based English to Kannada Transliteration", Third International Conference on Semantic E-business and Enterprise Computing, Cochin, India, 15 - 17 September 2010.
    42. "Statistical Method for English to Kannada Transliteration", International Conference on Recent Trends in Business Administration and Information Processing", Trivandrum, India, Published in Springer LNCS-CCIS, Volume 70, 356-362, 26-27 March 2010.
    43. "SVM Based Parts Speech Tagger for Malayalam", International Conference on Recent Trends in Information, Telecommunication and Computing, Kochin, India, Archived in IEEE Xplore and IEEE CS Digital Library, Abstracted in ACM Digital Library, 12-13 March 2010.
    44. "Morphological analyzer and generator for Tulu language: a novel approach", ACM - International Conference on Advances in Computing, Communications and Informatics -ICACCI '12, Chennai, India, Published in ACM Digital Library and Conference Proceeding, 03-05 August 2012.
    45. "Secret and Secure Data Transmission Using Four-Level Data Security", ELSEVIER - International Conference on Emerging Research in Computing, Information, Communications and Applications-ERCICA 13, ISBN: 9789351071020.
    46. "A Proof of Concept for Offline Laptop Tracking", First International Conference on Machine Intelligence and Research Advancement, ICMIRA 2013", Katra, India, Archived in IEEE Xplore and IEEE CS Digital Library.
    47. "Rule and Pattern Based English to Kannada Machine Translation System", Eighth International Conference on Data Mining and Warehousing (ICDMW-2014)", July 25th - 27th, 2014 at Hotel Capitol, Bangalore, India. Archived in ELSEVEIR.
    48. "Adaptive Load Balancing Technique in Public Cloud" is presented in the International Conference on Electronics, Communication, Computer Science and Information Technology (ICECCSIT-2014) held in Bengaluru on 27/04/2014.
    49. "An Intelligent Road Navigator For Visually Impaired Persons Using MSER", Third International Conference On Emerging Research In Computing, Information, Communication And Applications (Ercica-2015) held in Bengaluru on July 31st-Aug 1st and published with Springer in ERCICA 2015.
    50. "Natural Language Compiler for Dravidian Languages", Third International Conference On Emerging Research In Computing, Information, Communication And Applications (Ercica-2015) held in Bengaluru on July 31st-Aug 1st and published with Springer in ERCICA 2015.
    51. "Implementation Of Recommendation System In A Web Browser With Help Of Cloud Mining", Third International Conference On Emerging Research In Computing, Information, Communication And Applications (Ercica-2015) held in Bengaluru on July 31st-Aug 1st and published with Springer in ERCICA 2015.
    52. "Braille Writer cum Translator with Echo -A Novel Approach", Third International Conference On Emerging Research In Computing, Information, Communication And Applications (Ercica-2015) held in Bengaluru on July 31st-Aug 1st and published with Springer in ERCICA 2015.
    53. "A Data Retrieval Technique for Decentralized Disruption-Tolerant in Wireless Sensor Network" is presented in the 2nd International Conference on Convergent Innovative Technologies held in Cambridge Institute of Technology Bangalore on May 19-20, 2015.
    54. "Morphological Analyzer And Generator For Are-Kannada Language Using Rule Based Approach", second International Conference on Communication and Computing (ICC-2015) held Bangalore, in the month of July 9th to 11th 2015 and published with McGraw-Hill Education in ICC 2015.
    55. "Im@- A Technique for sharing location" is presented in the 2nd International Conference on Convergent Innovative Technologies (ICCIT-2015) held in Cambridge Institute of Technology, Bengaluru on 19/05/2015.
    56. "Random Mobility Model Architecture for Disruption Tolerant Networks" is presented in the International Conference on Computer Communication and Network (i3CN-2015) held in Ponnampet on 09/05/2015.
    57. "Network Security for Multi-Tenant Data Center" is presented in the International Conference on Computer Communication and Network (i3CN-2015) held in Ponnampet on 09/05/2015.
    58. "Design and Implementation of Research Proposal Selection" is presented in the 2nd International Conference on Convergent Innovative Technologies (ICCIT-2015) held in Cambridge Institute of Technology, Bangalore on 19th -20th May 2015.
    59. "Automatic Character Recognition System for Kannada Characters", is presented in the International Conference on Convergent Innovative Technologies (ICCIT) - 2015 held in Bengaluru on 19th and 20th May 2015".
    60. "An optimal algorithm for Sink site scheduling in Wireless Sensor Networks", has presented in 3rd International Conference on Computer Networking And Information Processing (ICCNIP-2015) held at AMC, Bangalore form on 29th to 30th April, 2015.
    61. "Implementation to Improve Response Time for Low Latency Video using iCloudAccess algorithm" is presented in the 2ndInternational Conference on Convergent innovative Technologies (ICCIT-2015) held at Cambridge Institute of Technology, Bengaluru on 19/05/2015.
    62. "A Comprehensive Inventory Forecasting Model based on Data Mining" is presented in the International Conference on Computer Communication and Network (i3CN-2015) held in Ponnampet on 09/05/2015.
    63. "Cloud Storage Optimization Using Reliable and Secure Client Side Deduplication" presented in the 2nd International Conference on Convergent Innovative Technologies (ICCIT-2015) held in Cambridge Institute of Technology, K.R Puram, Bangalore on 19/05/2015 and 20/05/2015.
    64. "Secure Association Rule Mining with Global Analysis on Horizontally Partitioned Databases" presented in the 2nd International Conference on Convergent Innovative Technologies(ICCIT-2015) held in Cambridge Institute of Technology, K.R Puram Bangalore on 19th-20th May 2015.
    65. "Differential Query Services Using Efficient Information Retrieval Query Scheme In Cost Efficient Cloud Environment" presented in the International Conference on Innovative and Convergent Technologies, Computer Science and Information Technology (ICCIT-2015) held in Bengaluru on 19/05/2015 and 20/05/2015.
    66. "The Effective and Adaptive Method for Graph Theoretic Clustering of Data" is presented in the 2nd International Conference on Convergent Innovative Technologies (ICCIT-2015) held in Cambridge Institute of Technology, Bangalore on 19th -20th May 2015.
    67. "Relational Keyword Search Systems Using NoSQL" is presented in the International Conference on Emerging Trends in Engineering and Technology held at Bengaluru on 10/05/2015.
    68. "Content Based Secured Broker-Less Publisher/Subscriber System" is presented in the International Conference on Computer Communications and Networks (i3CN-2015) held in Coorg Institute of Technology on May 8th 2015.
    69. "Detection of Copy-Move forgery in Digital Images using Color Coherence Vector" is presented in the International Conference on Computer Communications and Networks (i3CN-2015) held in Coorg Institute of Technology on May 8th 2015.
    70. "Privacy-Preserving Public Auditing of Static and Dynamic Groups Sharing Data in the Cloud" in the International Conference on Electrical, Electronics and Computer Engineering (ICEECE) held in Mysore on 02 May 2015.
    71. Articles published in Kannada Language
    72. Kannada Technical Article "Kannada mattu yAntrika bhAshAnuvAda: savAlugalu mattu bhavishya" is published in ARUHU KURUHU kannada Book (ISSN: 2347-5048).
    73. Based on computerization of Kannada Language, my articles are published in Suddi bidugade weekly paper.
    1. Natural Language Processing
    2. Artificial Intelligence and Machine Learning
    1. 4 Research Scholars have completed Phd and 6 are currently pursuing research under guidance.

      2. Awards & Felicitation

    2. Prof. Y. K. Bhushan Most Influential Professors Award-2023 during the World Education Congress conference held on 13th July 2023 at Hotel Taj Lands' End, Mumbai.
    3. "Gadinada Dhwani Rashtrakavi Manjeshwara Govinda Pai National Award" by Gadinada Dhwani Shreyobhivreddi sanste, Karnataka State in the year 2023.
    4. International Researcher Award-2021" by Green Thinkers Society, India
    5. "Kodagu District Kannada Sahitya Sammelana Award" by Kannada Sahitya Parishattu, Karnataka State in the year 2015.
    6. "Best Citizen of India" National award by International Publication House in the year 2013.
    1. MISTE
    1. Kannada Language sentiment Analysis using ML and Baseline Approaches, VTU sponsored Student Project, 2020
    2. MEDIKIT- VTU sponsored Student Project, 2021
    3. “HOMATO” won the Best Business Plan by FEDERATION OF KARNATAKA CHAMBERS OF COMMERCE & INDUSTRY - MANTHAN 2021.
    1. Faculty Enablement Programme workshop held at Infosys Campus, Mysore. from 21st January to 1st February 2008.
    2. Aspiration 2020-Contest series by Infosys, Mangalore on 2nd April 2008 and 10th May 2008 at Bangalore.
    3. An infosys campus connect workshop on “Object oriented analysis and design using UML” at Infosys Campus, Mangalore from 4th June 2008 to 6th June 2008.
    4. Attended a seminar conducted by Dell-Laptops/Desktops at Mangalore.
    5. Attended one day national level workshop on “Storage Virtualization” on 10th November 2008 at Srinivas Institute of Technology, Mangalore.
    6. Attended a national level workshop on “WordNet” at Amrita School Of Engg.,Coimbatore, from 9th June to 12th June 2009.
    7. Attended the workshop on “Cloud Computing -Trends and Challenges” held at Srinivasa Institute of Technology, Mangalore on 12th & 13th July 2012.
    8. Attended a national workshop on “HOW TO WRITE RESEARCH PROJECTS” ON 8TH July 2015, held at NIT Goa.
    9. Three Days Faculty DevelementProgram on Machine Learning With Python at S.G.Balekundi Institute of Technology, Belagavi from 29th to 31st Jan 2020.
    10. Attended the national level workshop on Shared Task & Machine translation inindian languages (MTIL – 2017) at amrita university, coimbatore from 07-09-2017 to 08-09-2017.
    11. Attended the workshop on New Model Curriculam for first year BE-CBCS Detailed Syllabus (2018-19)under CSE board VTU belagavihels at SCEM on 19-05-2018.

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