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 |
| Year 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. S. U. Mane |
| 2 | Genetic Algorithms with Feasible Operators for Solving Job Shop Scheduling Problem | International Journal of EAI Transactions on energy web | Dr. A. C. Adamuthe, Mr. Y. R. Kalshetty, Mr.S.P. 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. S. U. Mane, Miss .V. N. 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. N. Jagtap |
| Year 2018-19 | |||
| 1 | Bird Species Identification using Deep Learning | International Journal of Engineering Research & Technology ( IJERT 2019) | Mr. P. R. Gavali |
| 2 | Short term and long term forecasting of cloud computing using multiple indicators. | International Journal of Information Technology Management. | Dr.A.C.Adamuthe, Dr. G. T. Thampi |
| 3 | Adaptive Harmony Search for Optimizing Constrained Resource Allocation Problem | International Journal of Computing | Dr.A.C.Adamuthe, Mr.Tushar Nitave |
| 4 | Technology Forecasting: A Case study of Computational Technologies. | (An International Journal)Technological Forecasting and Social Change | Dr.A.C.Adamuthe, Dr. G. T. Thampi |
| 5 | Differential Evolution algorithm for optimizing virtual machine placement problem in cloud computing | International Journal of Intelligent Systems and Applications (IJISA) | Dr. A.C. Adamuthe, Ms. J. T. Patil |
| 6 | 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. Ramkrishna Vhatkar, Mr. Ashish Paikrao, Mr. S.D. Shinde |
| 7 | 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. Akshaya Jadhav |
| 8 | Performance Analysis of Jaya Algorithm using CEC’2013 Benchmark Functions | 3rdInternational conference on Soft Computing: Theories and Applications (SoCTA 2018) | Dr. A C. Adamuthe, Dr.A. J. Umbarkar, Mr. S. B. Darade |
| 9 | Improved Neural Network Tool: Application to Societal Forecasting Problems | 2ndInternational Conference on Advanced Technologies for Societal Applications | Dr. A C. Adamuthe, Mr. Ramkrishna Vhatkar |
| 10 | 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 |
| Year 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, Ms.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. N. Jagtap (Best Paper Award) |
| 3 | Keyword based Marathi Interface to the Database using Natural Language Processing | International Journal of Scientific Research in Computer Science & Engineering | Mrs. A .B.Patil, Mr.S.C.Pawar |
| 4 | A Review Paper on Security in Internet of Things (IoT) | “World Journal of Technology Engineering and Research” in Jan 2018 | Mrs.A.B.Patil, Mr. A. A.Magdum |
| 5 | 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 |
| 6 | Performance Evaluation of Runner Root Algorithm on CEC 2013 Benchmark Functions | 7thInternational conference on Soft Computing for Problem Solving. | Dr. A C. Adamuthe, Dr.A. J. Umbarkar, Mr. S. M. Nale |
Students project work under Machine Learning domain
| Year 2018-19 | ||||
| Sr.No. | Title of Project | Name of Sponsoring Industry/Organization | Name of Student | Name of Guide |
| 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 .Buddhbhushan Bhagat. | Mr. M. N. Mulla |
2. Center of Excellence in Cyber Laws:
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. 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 |