Dr. Janardhan Reddy. Ummadi

• Passionate in teachingr with 10 years of experience administering education and classroom procedures both autonomously and in collaboration with department faculty and leaders.
• Innovative Assistant Professor bringing proven success in implementing technology-based curriculum delivery and assessment tools. Passionate about fostering academic development and success for every student.
• Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.
• Helps advance department, improve teaching, modernize courses, and research.

• Predicting Lung Cancer Using Machine Learning Techniques
• Highlights of my Ph.D Thesis: Lung disease causes over a million of deaths every year, around the world. Lung Cancer is the second most basic malignancy with14% of recent disease cases in men and women as indicated by Indian Medical Association. Early recognition of lung disease is a difficult task as the cells which cause tumor will grow quickly and the majority of these cells are enclosed with each other from the beginning of the treatment, tumor detection handling systems which are generally utilized for the diagnosis of lung cancer is imperative in creating a novel technique for lung tumor detection. Machine learning algorithm is one of the most prominent tool which i have used for cancer prediction using supervised learning with high prediction rate.
• So far I have published 12 research papers in the reputed Journals.

Workshops/ Seminars/ Conferences Attended:

• Participated in the International Conference on Computational Intelligence and Data Engineering (ICCIDE-2017) organized by Lakireddy Bali Reddy College of Engineering, Vijayawada, during 14-15 July, 2017.
• Participated in a DST Sponsored Three day National Workshop on “DATA SCIENCE RESEARCH” organized by VFSTR during 18-20 March, 2017.
• Participated in Two Day National Seminar on “Internet of Things (IoT):Scope for Future Research and Business” organized by Sree Vidyanikethan Engineering College during 24- 25 October, 2016.Sponsored by SERB, DST, Govt. Of India.
• Participated in One week workshop on “Bigdata & Hadoop” organized by VFSTR during 29th April 2016 to 03rd May 2016.
• Participated in the Second International Conference on Emerging Trends in Electrical, Communication and Information Technologies (ICECIT-2015) organized by SRIT, Ananthapuramu, during 20-21 December, 2015.
• Participated in a Six Day International Workshop on “Machine Learning”, VFSTR, 7th to 12th July, 2014.
• Participated in a Three Day Workshop on “Cloud Computing”, VFSTR, 7th to 9th March 2014.
• Attended a Two Day National Workshop “Emerging Research Trends in Data mining for Bioinformatics”20-21 December 2013, Andhra University.

Workshops/ Seminars/ Conferences Organized:

• Organizing Secretary for a Two Day National Conference on “Recent Advances and Information Technology”, VFSTRU, 30-31 August, 2019.
• Organizing Secretary for a Two Day International Conference on “Computational Intelligence and Data Engineering (ICCIDE)”, Springer, VFSTRU, 28-29 September, 2018.
• Coordinator for a Two Day Workshop on “PHP & DRUPAL”, VFSTRU, and 2nd March, 2013.

Faculty Development Programmes Attended:

• Participated in a One-Week Faculty Development Programme on “Digi-Tech teaching Learning” organized by Sinhgad Institute of Technology, Lonavala held from during 18-22 May, 2020.
• Participated in a One-Week Faculty Development Programme on “NAAC Awareness Programme for Faculty” organized by Marathawada Mitra Mandal Institute of Technology, Lohgaon, Pune held from during 8-14 May, 2020.
• Participated in a One-Week Faculty Development Programme on “Advancements in Signal Processing & Optimization Techniques” jointly organized by Electronics and ICT Academies held from during 3-7 June, 2019.
• Participated in a One-Week Faculty Development Programme on “Deep Learning and Applications” jointly organized by Electronics and ICT Academies held from during 27-31 May, 2019.
• Participated in a One-Week Faculty Development Programme on “Artificial Intelligence and Machine Learning” jointly organized by Electronics and ICT Academies held from during 17-21 December, 2018.
• Attended a Two Day Workshop on “Outcome Based Education” conducted by NITTTR Chandigarh during 23-24 February, 2019.
• Participated in a Two Day National Level Faculty Development Programme on “Experimental Advent through Big Data Analytics with IoT” organized by Tirumala Engineering College during 2-3 June, 2017.
• Participated in a Ten Day Faculty Development Program on “Parallel Computing”, Organized by the Electronics & ICT Academy, Department of Computer Science and Engineering NIT, Warangal, during11th to 20thFebruary, 2016.Sponsored by MICT, Govt. of India.
• Participated in 60 days Teacher Training Programme organized by School of Computing in collaboration with IIITH during 13th May to 12th July, 2013.
• Participated in A Two Day Workshop on “Faculty Development Program”, 29th and 30thDecember 2012.

Certifications:

• R-Programming Certification on Coursera.
• Big Data101 Certification on Big Data University.
• Programming for Everybody Certification on Coursera
• Introduction to Artificial Intelligence Certification on Coursera
• Applied Machine Learning in Python Certification on Coursera
• Machine Learning in NPTEL

List of Publications:

In Journals

• U. Janardhan Reddy “Smart Phishing Detection in Web Pages using Supervised Deep Learning Classification and Optimization Technique ADAM” Wireless Personal Communications, Vol.118 Issue-04, pp 3549-3564, 2021, ISSN : 0929-6212.(SCIE)
• U. Janardhan Reddy “Unsupervised Feature Selection Approach for Cancer Prediction IETE Journal of Research, 2021, ISSN : 0377-2063.(SCIE)
• U. Janardhan Reddy “LESH- Feature extraction and cognitive machine learning techniques for recognition of lung cancer cells” International Journal of Computer Aided Engineering and Technology, Vol.15 Issue-01, pp 32-45, 2021, ISSN : 1757-2665.(Scopus)
• U. Janardhan Reddy “Effective ensemble strategies for predicting the cardiac diseases” International Journal of Advanced Science and Technology, Vol.29 Issue-08, pp 1665-1674, 2020, ISSN : 2207-6360.(Scopus)
• U. Janardhan Reddy “ Performance Analysis of Vehicle Insurance Calculation Methods ” International Journal of Advanced Science and Technology, Vol.29 Issue-03, pp 10093-10104, 2020, ISSN : 2207-6360.(Scopus)
• U. Janardhan Reddy “Lung Cancer Prediction using SVC and SVM Models” International Journal of Advanced Science and Technology, Vol.29 Issue-07, pp 4822-4828, 2020, ISSN : 2207-6360.(Scopus)
• U. Janardhan Reddy “Evaluation of Routing Protocol Performance in Wireless Sensor Networks” International Journal of Advanced Science and Technology, Vol.29 Issue-03, pp 10087-10092, 2020, ISSN : 2207-6360.(Scopus)
• U. Janardhan Reddy “Identification of Lung Cancer stages using efficient machine learning framework” Journal of Critical Reviews, Vol. 07 Issue-06, pp 385-390, 2020, ISSN : 2394- 5125.(Scopus)
• U. Janardhan Reddy “Image Segmentation Using SVM Classifier for Detection on Medical Disorders” Ingenierie des Systemes d’Information, Vol.24 Issue-02, pp 173-176, 2019, ISSN: 1633-1311.(Scopus)
• U. Janardhan Reddy “Categorization & Recognition of lung Tumor using Machine Learning Representation” Current Medical Imaging, Vol.15 Issue-04, pp 405-413, 2019, ISSN : 1573- 4056.(SCIE)
• U. Janardhan Reddy “Recognition of Lung Cancer using Machine Learning Mechanism with Fuzzy Neural Networks” Traitement du Signal, Vol.36 Issue-01, pp1-6, 2019, ISSN : 0765-0019.(SCIE)
• U. Janardhan Reddy “Medical Decision Data Mining using Navie Bayes & K-Means Clustering” International Journal of Research, Vol.04 Issue-06, pp1-6, May 2017, ISSN : 2348-6848.
• U. Janardhan Reddy “Falsification: An Advanced Tool for Detection of Duplex Code” International Journal of Science and Technology, Vol.9 (38), pp1-5, Oct 2016, ISSN: 0974- 6846.(Scopus)
• U. Janardhan Reddy “Homology Modeling and Docking Studies of MPT 51 Protein in Mycobacterium leprae” International Journal of ChemTech Research, Vol.6, No.7, pp 3864- 3882, Sept-Oct 2014, ISSN : 0974-4290.(Scopus)
• U. Janardhan Reddy “Packet Scheduling for Wireless Sensor Network” International Journal of Wearable Device, Vol.1, No.1, pp1-12, Oct 2014, ISSN: 2205-8613.
• U. Janardhan Reddy “A cross platform of Wireless Sensor Network For Monitoring The Factors Of Geographical Area” International Journal of Scientific & Engineering Research, Volume 4, Issue 12, PP – 1541 – 1546, December-2013, ISSN : 2229-5518.
• U. Janardhan Reddy “Empowering Rural Women Through Mobile Technology”, International Journal of Computer Science and Technology, Volume: 4 Issue: SPL-4, pp – 275-276, Oct. 2013, ISSN: 0976-8491.
• U. Janardhan Reddy “A Cross platform Based System for Supervising the Factors of A Geographical Area through Wireless Sensor Network”, International Journal of Computer Science and Technology, Volume: 4 Issue: SPL-4, pp – 302-304, Oct. 2013, ISSN: 0976-8491.
• U. Janardhan Reddy “A new Approach for Automatic Discovery of Association Orders between Name and Aliases from the Web using Anchor Texts-based Co-occurrences” International Journal on Recent and Innovation Trends in Computing and Communication Volume: 1, Issue: 10, pp – 795 – 799 October 2013, ISSN: 2321-8169.

In Conference Proceedings

• U. Janardhan Reddy “A Novel Statistical Feature Selection measure for Decision Tree Models on Microarray Cancer Detection”, International Conference on Computational Intelligence and Data Engineering, July 14-15, 2017. Proceedings will be published in the SPRINGER- Lecture Notes on Data Engineering and Communication Technologies(LNDECT) Series and ISI Proceedings, Meta Press and Springer link for indexing.
• U. Janardhan Reddy “Diagnosis of Chronic Kidney Disease using Random Forest Classification Techniques”, International Conference on Leadership for Sustainable Socio- Ecological Systems, July 23-25, 2016.
• U. Janardhan Reddy “An Effective Webpage proposed by integrating web usage and content mining”, National Conference on Emerging Trends in Applications of Computing Computer Science and Engineering, April 16, 2016.
• U. Janardhan “Empowering Rural Women through Mobile Technology”, National Conference on Research Issues and Recent Trends in Computer Science and Information Technology, December 27-28, 2013.