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Research Facilities:

In Research areas department is focusing on Centre of Excellence in Machine Learning, Cyber Laws and IoT (Internet of Things)

1. Center of Excellence in Machine Learning:

Department is having Center of Excellence in Machine Learning in Association with MITU Skillologies, Pune. This Center of Excellence in Machine Learning will provide the ideal platform to have hands on practice on all data science technologies including the Data Analytics, Big Data Analytics, Data Mining, Artificial Intelligence, Natural Language Processing, Machine Learning, and Deep Learning. MITU Skillologies created setup of essential free software [FOSS] and ML libraries along with free eBooks, white papers, free video tutorials, sample 100 datasets and a set of web resources available to learn these open source technologies by self.

Paper publication details using Machine Learning

Sr. No Title of Paper Journal /Conference Name Name of Faculty
2021-22
1. Improved Deep Learning Model for Static PE Files Malware Detection and Classification International Journal of Computer Network and Information Security(IJCNIS) 2022 Amol C. Adamuthe, Sumit S. Lad
2. Human Behavior Analysis: Applications and Machine Learning Algorithms International Conference on Computing in Engineering & Technology organized by DBATU Lonere Raigad Jayshree A. Patil, Amol C. Adamuthe and Sudarshan R Patil
2020-21
1. Optimizing large scale bin packing problem with hybrid harmony search algorithm International Journal of Industrial Engineering Computations Dr. A. C. Adamuthe, Mr. Tushar Nitive
2. Comparative Study of Supervised Algorithms for Prediction of Students’ Performance International Journal of Modern Education and Computer Science Dr. A. C. Adamuthe, Ms. Madhuri T. Sathe
3. Malware Classification with Improved Convolutional Neural Network Model International Journal of Computer Network and Information Security Dr. A. C. Adamuthe, Mr. Sumit S. Lad
4. Leukemia Cancer Detection Using Convolutional Neural Network Algorithm) 2nd  International Conference (DIGITAL)on research & Innovations in Science, Engineering & Technology ICRISET-2020 Mr. R. J. Mandale
5. Applications of Machine Learning in Electrical Engineering 6th National Conference on Innovations  Advancements in Electrical Science NCIAES21 Ms. P. T. Sawant
2019-20  
1. GPGPU based Multi-hive ABC Algorithm for Constrained Global Optimization Problems International Journal of EAI Transactions on energy web. Dr. A C. Adamuthe Mr. U. Mane
2. Genetic Algorithms with Feasible Operators for Solving Job Shop Scheduling Problem International Journal of scientific research Volume 64. Dr. A C. Adamuthe Mr. Y. Kalshetty Mr.S.Kumar
3. Solving single and multi-objective 01 Knapsack Problem using Harmony Search Algorithm International Journal of scientific research. Volume 64. Dr. A C. Adamuthe Mr. U. Mane Miss .V. Sale
4. Comparative Study of Convolutional Neural Network with Word Embedding Technique for Text Classification International Journal of Intelligent Systems and Applications(IJISA) Dr. A C. Adamuthe Miss. S. Jagtap
2018-19
1. Bird Species Identification using Deep Learning International Journal of Engineering Research  & Technology ( IJERT 2019) Mr. P. R. Gavali
2. Technology Forecasting: A Case study of Computational Technologies Technological Forecasting & Social Change. Dr. A. C. Adamuthe Mr. G. T. Thampi
3. Adaptive Harmony Search for Optimizing Constrained Resource Allocation Problem International Journal of Computing Dr. A. C. Adamuthe Mr. T. Nitave
4. Differential Evolution algorithm for optimizing virtual machine placement problem in cloud computing International Journal of Intelligent Systems and Applications (IJISA) Dr. A. C. Adamuthe Miss. J. Patil
5. Intelligent IoT based Fire Detection and Alerting System in Moderately dense and Open Forest International Conference On Efficacy Of Software Tools For Mathematical Modeling Dr. A C. Adamuthe Mr. R. Vhatkar Mr. A. Paikrao Mr. S.D. Shinde
6. Hyperheuristic Framework with Evolutionary and deterministic algorithms for Virtual Machine Placement Problem 4th International Conference on Next Generation Computing Technologies (NGCT 2018) Dr. A C. Adamuthe Miss. A. Jadhav
7. Performance Analysis of Jaya Algorithm using CEC’2013 Benchmark Functions 3rdInternational conference on Soft Computing: Theories and Applications (SoCTA 2018) Dr. A C. Adamuthe Mr.A. J. Umbarkar Mr. S. B. Darade
8. Improved Neural Network Tool: Application to Societal Forecasting Problems 2ndInternational Conference on Advanced Technologies for Societal Applications Dr. A C. Adamuthe Mr. R. Vhatkar
9. Smartphone and IoT based tool for Integrated Farm Monitoring 2nd International Conference on Advanced Technologies for Societal Applications Dr. A C. Adamuthe Mr. M.A. Patil
2017-18
1. Cloud Computing Trend Prediction using Precursor events International Journal (AJCS) “Cloud Computing Trend Prediction using Precursor events,” Amity Journal of Computational Sciences Dr. A. C. Adamuthe Dr. G. T. Thampi
2. Construction cost estimation using neural networks International Journal (ICTACT) Journal on Soft Computing Dr. A. C. Adamuthe Miss. S.  K. Magdum
3. Hierarchical Text Classification using Dictionary Based Approach and Convolutional Neural Network 4th National Conference for Engineering Post Graduate Students RIT NConPG-18 Dr. A. C. Adamuthe Miss. S. Jagtap (Best Paper Award)
4. Hierarchical Text Classification using Dictionary based approach and Long-Short Term Memory 4th National Conference for Engineering Post Graduate Students RIT NConPG-18 Dr. A. C. Adamuthe Miss. K. D. Shaikh
5. Performance Evaluation of Runner Root Algorithm on CEC 2013 Benchmark Functions 7thInternational conference on Soft Computing for Problem Solving. Dr. A C. Adamuthe Mr.A. J. Umbarkar Mr. S. M. Nale

Students project work under Machine Learning domain

Year 2020-21
Sr.No. Title of Project Name of Sponsoring Industry/Organization Name of Student Name of Guide
1. Twitter Sentiment Analysis RIT, Islampur  Rutuja Babar Maitreyee Zanjurne Shivam Patil Vrushali Herlekar Mr. S.P. Patil
2. Traffic Rule Violation Detection using Convolutional neural network & Machine learning RIT, Islampur Suryawanshi Nilesh Shinde Swapnil Mujawar Khushabu Satyajeet Mane Mr. D. T.Mane
3. Intelligent Student Behavior Analysis and Attendance system Using Camera Vision RIT, Islampur Abhijit Giradkar(Leader) Prasad ghone Sudarshan Patil Shubham Mane Mrs. J. A. Patil
4. Customer Segmentation using Unsupervised Machine Learning Techniques to a Real-world E-commerce. RIT, Islampur Soheb Attar (Leader) Rushikesh Suryvanshi Varun Ghodake Sanket Shendge Mr. Nitish Shinde
5. Natural Language Interface to Database RIT, Islampur Shraddha Thorat(Leader) Sukanya Lokhande Pranoti Khaire Harshada Desai Mrs. A. B. Patil
6. Crop Disease Predication System using Deep Neural Network RIT, Islampur Prajkta Patil Vaishnavi Suryawanshi(Leader) Asawari Ashtekar Prachi Patil Mr. M. A. Patil
7. Automatic Dection of Leukemia Cancer and its Type Using Machine Learning Algorithm RIT, Islampur Pranjal Bhagat(Leader) Pranita Kolekar Prajakta Malave Priyanka More Mr. R. J. Mandale
Year 2019-20
1 Analysing students performance using machine learning algorithms RIT, Islampur Pranali Patil Poonam Patil Shital Patil Ashwini Balte Dr. A. C. Adamuthe
2 Comparitive analysis of disesase prediction using machine learning algorithms RIT, Islampur Mugdha Mahajan Anjali kawade Prachit Shah Vivek Bhure Mrs. S. P. Patil
3 Blood Cancer Detection using Image processing and machine learning RIT, Islampur Akash kamble Sayali jadhav Rucha kulkarni sanjana more Mr. R. J. Mandale
4 Centralized medical data storage for prcautionary system using symptom analysis RIT, Islampur Bhusnar Pradip Pandarage Nikhil Mr. A. M. Mokashi
Year 2018-19
1 Two Way Communication using sign and speech language Vyoms Lab, Pune 1.Monika S. Chougule 2.Harshal.P. Jadhav 3.Rituja S. Nerkar 4.Tejaswi. S. Patti Mr. S .S. Mane
2 Agricultural Disease Prediction system RIT, Islampur 1.Vaishnavi Tevare 2.Ananya Malawade 3.Nilesh Pingale 4.Shubham Yadav  Miss. P. T. Sawant
3 Disease Prediction Using Machine learning Praxis InfoTech, Sangli 1.Anuja Patil 2.Dipika Gondhali 3.Sampada Dudhane 4.Pratiksha Bhais Mrs. S. P. Patil
4 Resume Ranking Using machine learning Praxis InfoTech, Sangli 1.Onkar Kate 2.Omkar Shinde 3.Naresh Ghule 4.Aniket Karakle Dr. A. C. Adamuthe
5 Intelligent IoT Based fire detection and Alerting System in Moderately dense and open forest Shivaji University, Kolhapur 1.Ramkrishna Vhatakar 2. Sanket Shinde 3. Ashish Paikrao 4. Vikas Hattarage 5. Buddh bhushan Mr. M. N. Mulla

2. Center of Excellence in Cyber Security:

Department is having Center of Excellence in the area of Cyber Security & Forensics with Pristine Info Solutions, Mumbai. This Center of Excellence in Cyber Security & Forensics provides students with certification in Cyber Security & Ethical Hacking also provides students to use tools & techniques to safeguard themselves from the possible attacks. Hands-on learning of many open source tools like KaliLinux, Jhon the Ripper, Nmap, SqlMap, Wireshark, Metasploit framework is implemented during the course. Pristine Info solutions have created a setup of essential free software [FOSS] along with free eBooks, white papers, free video tutorials, sample 100 datasets and a set of web resources available with the students.

3. IoT

The internet of things, or IoT, is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers (UIDs) and the ability to transfer data over a network without requiring human-to-human or human-to-computer interaction. 

Paper publication details using IoT

Sr.No Title of Paper Journal /Conference Name Name of Faculty
2020-21
1. Internet of Things and Mobile Application Based Hybrid Model for Controlling Energy System International Conference on Multidisciplinary Technologies & Challenges in Industry 4.0 (ICMTCI 4.0) Mr. M. A. Patil Mrs. A. B. Patil
2. Automate LPG Gas Booking and Vehicle Tracking System using Arduino and Android Application International Conference on Multidisciplinary Technologies & Challenges in Industry 4.0 (ICMTCI 4.0) Mrs. A. B. Patil Mr. M. A. Patil
3. IoT Based Automated Classroom Student Attendance System International Conference on Multidisciplinary Technologies & Challenges in Industry 4.0 (ICMTCI 4.0) Mrs. A. B. Patil Mr. M. A. Patil
4. Forest Fire Alarm With Location Detector International Journal of Innovative Research in Engineering & Multidisciplinary Physical Sciences Mr. P. R. Gavali

Students project work under IoT domain

Year 2019-20
Sr.No. Title of Project Name of Sponsoring Industry/Organization Name of Student Name of Guide
1. "Biometric Attendance Using IoT NETRA Project Dutonde Sudarshan Prof. A. B. Patil
2. "Power Monitoring and Controlling System using IoT NETRA Project Khandake Prasad Sunil Prof. R. T. Patil
3. "Water Level Monitoring System using WiFi Model" NETRA Project Chakrawar Shital Prof. V. T. Lokare
4. "Smart Survillience SyStem" NETRA Project Pratapwar Rutuja Mr. D. T. Mane
5. "Android App for tracking College bus tracking with alert management" RIT, Sakharale Prerana Thorat Shubhali Jadhav Shivani Todkar Akshada Patil Mr. M. A. Patil

To work on IoT based projects department is providing components

Some are listed below.....
Sr.No. Description
1 Raspberry Pi Model B RASP PI-3 Motherboard
2 Raspberry PI 3 Official Case Black/Grey
3 Generic Arduino UNO Kit for Robotic Projects
4 Jumper Wires Male to Male, male to female, female to female, 120 Pieces
5 Generic Elementz Nickel Plated 840 Points Bread Board or Solder less Piecesb Circuit Test Board, White
6 Geekcreit® NodeMcuLua ESP8266 ESP-12E WIFI Development Board
7 Geekcreit® 37 In 1 Sensor Module Board Set Kit For Arduino Carton Box Package
8 DHT11 Temperature and Humidity Sensor Module
9 HC - SR501 Human Infrared Sensor Module
10 NVIDIA Jetson Nano Developer Kit
11 smart speaker with improved bass and Alexa (Blue)
12 robotics-Black kit
13 RFID Reader IC Card Proximity Module
14 Raspberry PI Camera Module 5MP 1080p OV5647 Senso
15 4×4 Matrix Keypad Membrane Switch for Arduino, ARM and other MCU
16 LCD1602 Parallel LCD Display with Blue Backlight
17 Advance Technologies EMG Muscle Sensor V3.0 With Cable And Electrodes
18 Soldron 25W/230V High Quality Soldering Iron
19 High Quality Soldering Iron Stand
20 Noel Solder Wire 60/40 1.00mm 50gm