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 |