Center of Excellence for Sustainable AI
Name of the Coordinator : Dr. Venkatesh B
Designation :
Associate
Professor
Email -Id :
venkatesh.b@bvrithyderabad.edu.in
Mission and Vision
The Center of Excellence for Sustainable AI is dedicated to Conduct research that develop AI technologies that are, environmentally friendly, and address global sustainability challenges adheringto ethical principles.
Objectives:
To leverage cutting-edge AI techniques to conduct student, faculty research that address critical sustainability challenges and advances the field.
- To conduct research targeting Sustainable Development Goals (SDGs).
- To publish the research findings in reputed journals and conferences.
- To actively engaging with the global academic community and industry to promote knowledge transfer.
Faculty Members:
S.No. | Name | Designation | Qualification | Specialization |
1. | Dr. V. Surya Narayana Reddy | Assistant Professor | Ph. D., | Machine Learning, Deep Learning, Data Science, Wireless Sensor Networks |
2. | Dr. Akansha Tyagi | Assistant Professor | Ph.D., | Image preprocessing, Feature extraction, Machine learning |
3. | Ms. B. Nagaveni | Assistant Professor | M. Tech .,[Ph. D] | Machine Learning, Deep Learning, Data Mining |
4. | Ms. Poonam Lunawat | Assistant Professor | M. Tech | Machine Learning , Natural language processing |
Infrastructure:
| S.No. | Name of the Equipment | Unit Cost | Quantity |
| 1. | Ultra-Super Server SYS62U-TNR Intex Xeon Silver 4310, Processor 12-Core 2.1Ghz, 18MB Cache(120W) 128 GB RAM DDR4, 2*960 GB SSD, GPU KIT NVIDIA RTX A6 000 | Rs. 11,02,500/- | 1 |
| 2. | IBM Server X3650M4 8GB RAM, 3* 600GB HDD | Rs. 2,55,164/- | 1 |
| 3. | Dell Power Edge R710 256 GB, 4TBSATA HDD | Rs. 1,82,009/- | 1 |
| 4. | Dell Power Edge Rack Server R540 16GB RAM 2TB HDD, Sr. No. 6XBPZ23 | Rs. 2,40,900/- | 1 |
| 5. | Internet Speed @1420 MBPS |
List of Open-Source Software:
S.No. | Name of Software |
1. | R |
2. | Python |
3. | Jupyter Notebook |
4. | Apache Hadoop,Spark,Flink |
5. | Tableau |
6. | Weka |
MoUs:
1. MOU signed with AIMER for collaborative projects on computer vision in medical applications.
2. MOU signed with ARAI, Pune for collaborative work related to semiconductor applications and computer vision.
Outcomes:
The Center for Sustainable AI (CSAI) could focus on a number of positive outcomes, potentially in these areas:
- Faculty and Students could enhance their expertise in the area of Sustainable AI.
- Students were able to carry out AI projects during III,IV year.
- Students were able to participate and crack national level hackathons.
List of projects:
S.No. | Title | Specialization | Faculty mentor | AcademicYear (Keep Latest first) |
1 | Smart Bin for Waste Management | Deep Learning | Mr. K. Bhargav Ram | 2023-2024 |
2 | Advancements in Air Quality Forecasting | Machine Learning | Ms. Suparna Das | 2023-2024 |
3 | Fake Product Identification using Block chain Technology | Block chain | Dr. M. Indra Sena Reddy | 2023-2024 |
4 | Plant Disease Detection Using Deep Learning | Deep Learning | Ms. K. Neha | 2023-2024 |
5 | Automatic Street lighting using Renewable Energy | Machine Learning | Dr. N. Sreekanth | 2023-2024 |
6 | IoT-Driven Water Quality Monitoring System for a Sustainable Future | IoT | Ms. E. G. Padmavati | 2023-2024 |
7 | Fake News Detection using Deep Learning | Deep Learning | Dr. Reya Sharma | 2023-2024 |
8 | Plant Leaf Disease detection using CNN
| Machine Learning | Mr. K. Bhargav Ram | 2022-2023 |
9 | Crime analysis and prediction
| Machine Learning | Mr. C. Nagaraju | 2022-2023 |
10 | Novel stock prediction for Indian stock market using ensemble techniques
| Deep Learning | Ms. Shanmuga Sundari | 2022-2023 |
S. No. | Title | Name of the Journal/Conf/Book/Book Chapter | Academic year (Keep Latest first) | DoI/ISSN/ISBN | Web Link | SDG |
| |
1 | People Count From Surveillance Video Using Convolution Neural Net | Lecture Notes In Networks And Systems | 2022 | 978-981-19-4863-3 | https://link.springer.com/chapter/10.1007/978-981-19-4863-3_5 | 9 |
| |
2 | Detect Traffic Lane Image Using Geospatial Lidar Data Point Clouds With Machine Learning Analysis | Lecture Notes In Networks And Systems | 2022 | 978-981-19-4862-6 | https://link.springer.com/chapter/10.1007/978-981-19-4863-3_21 | 9 |
| |
3 | Ocr-Lstm: An Efficient Number Plate Detection System | Intelligent System Design | 2022 | 978-981-19-4862-6 | https://link.springer.com/chapter/10.1007/978-981-19-4863-3_13 | 9 |
| |
4 | Deviation And Cluster Analysis Using Inductive Alpha Miner In Process Mining | Lecture Notes In Networks And Systems | 2022 | 978-981-19-4989-0 | https://link.springer.com/chapter/10.1007/978-981-19-4990-6_41 | 4 |
| |
5 | Detect Traffic Lane Image Using Geospatial Lidar Data Point Clouds With Machine Learning Analysis | Lecture Notes In Networks And Systems | 2022 | 978-981-19-4862-6 | https://link.springer.com/chapter/10.1007/978-981-19-4863-3_21 | 9 |
| |
6 | Clustering Student Learners Based On Performance Using K Means Algorithm | 2022 International Mobile And Embedded Technology Conference (MECON) | 2022 | 978-1-6654-2020-4 | https://ieeexplore.ieee.org/document/9752165 | 4 |
| |
7 | Novel Coronavirus Progression Analysis Using Time Series Forecasting | Algorithms For Intelligent Systems, Springer (Proceedings Of ICACECS 2021) | 2022 | 978-981-16-7388-7 | https://link.springer.com/chapter/10.1007/978-981-16-7389-4_11 | 3 |
| |
8 | Forecasting Hourly Electrical Energy Output Of A Power Plant Using Parametric | Advances In Computers Book Series (AISC) Of Springer, Singapore | 2022 | 978-981-16-7087-9 | https://link.springer.com/chapter/10.1007/978-981-16-7088-6_44 | 7 |
| |
9 | Statistical Analysis Of Text Corpus To Determine Appropriate Syllable Length For TTS | International Conference On Data Science, Machine Learning And Applications (ICDSMLA 2020) | 2021 | 978-981-16-3689-9 | https://link.springer.com/chapter/10.1007/978-981-16-3690-5_80 | 4 |
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10 | An Intelligent Tutoring System For New Student Model Using Fuzzy Soft Set-Based Hybrid Optimization Algorithm | Journal Of Soft Computing, Springer | 2021 | 1433-7479 | https://link.springer.com/article/10.1007/s00500-021-06396-8 | 4 |
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11 | Experiential Study To Integrate Theory And Lab For An Introductory Programming Course In An Indian Engineering Classroom | Journal Of Applied Learning & Teaching | 2021 | 2591-801X | https://journals.sfu.ca/jalt/index.php/jalt/article/view/443 | 4 |
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12 | Prediction Of COVID 19- Chest Image Classification And Detection Using RELM Classifier In Machine Learning | 8th International Conference On Advanced Computing And Communication Systems (ICACCS) | 2022 | Https://Doi.Org/10.1109/ICACCS54159.2022.9785131 | https://ieeexplore.ieee.org/document/9785131 | 3 |
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13 | Analysis Of Women Safety In Indian Cities Using Twitter Data | A Journal Of Composition Theory | 2021 | 0731-6755 | http://www.jctjournal.com/gallery/1-aug2021.pdf | 5 |
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14 | Analysis Of Covid Confirmed And Death Cases Using Different ML Algorithms | Intelligent Systems | 2021 | 978-981-33-6081-5 | https://link.springer.com/chapter/10.1007/978-981-33-6081-5_7 | 3 |
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15 | Key Frame Extraction For Content Based Lecture Video Retrieval And Video Summarisation Framework | European Journal Of Molecular & Clinical Medicine | 2020 | 2515-8260 | https://ejmcm.com/article_5102_df948bddeefe26b393a4c899627823fc.pdf | 4 |
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16 | Location Related Signals With Satellite Image Fusion Method | Journal Of Computer Systems Science & Engineering | 2020 | 0267-6192 | https://www.techscience.com/csse/v35n5/40512 | 8 |
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17 | Performance Analysis Of Various Deep Learning Algorithms In COVID-19 Detection With Chest X-RAY Images. | High Technology Letters | 2020 | 1006-6748 | http://www.gjstx-e.cn/gallery/107-sep2020.pdf | 3 |
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18 | Performance Analysis Of Various Deep Learning Algorithms In COVID-19 Detection With Chest X-RAY Images. | High Technology Letters | 2020 | 1006-6748 | http://www.gjstx-e.cn/gallery/107-sep2020.pdf | 3 |
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19 | Hard Hat Detection Using Deep Learning Techniques | International Journal Of Advanced Science And Technology | 2020 | 2005-4238 | http://sersc.org/journals/index.php/IJAST/article/view/20830/10497 | 9 |
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20 | Performance Evaluation Of Intelligent Face Mask Detection System With Various Deep Learning Classifiers | International Journal Of Advanced Science And Technology | 2020 | 2005-4238 | http://sersc.org/journals/index.php/IJAST/article/view/23805 | 3 |
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21 | A Survey On Fake News Detection In Social Media Using Deep Neural Networks | International Journal Of Scientific & Technology Research | 2020 | 2277-8616 | http://www.ijstr.org/final-print/mar2020/A-Survey-On-Fake-News-Detection-In-Social-Media-Using-Deep-Neural-Networks.pdf | 9 | ||
22 | House Price Prediction Using Machine Learning | International Journal Of Innovative Technology And Exploring Engineering (IJITEE) | 2019 | 2278-3075 | https://www.ijitee.org/wp-content/uploads/papers/v8i9/I7849078919.pdf | 9 | ||
23 | Machine Learning Based Recognition Of Crops Diseases By CNN | International Journal Of Innovative Technology And Exploring Technology | 2019 | 2278-3075 | https://www.ijitee.org/wp-content/uploads/papers/v8i9/I8133078919.pdf | 3 | ||
24 | Word N-Gram Based Approach For Word Sense Disambiguation In Telugu Natural Language Processing | International Journal Of Recent Technology And Engineering | 2019 | 2277-3878 | https://www.ijrte.org/wp-content/uploads/papers/v7i6s4/F11410476S419.pdf | 9 | ||
25 | Region Based Age Classification Using Cross Diagonal Centre Symmetric Motif Matrix (CD-CS-MM) | International Journal Of Innovative Technology And Exploring Engineering | 2019 | 2278-3075 | https://www.researchgate.net/publication/332035567_Region_based_age_classification_using_cross_diagonal_centre_symmetric_motif_matrix_CD-CS-MM | 3 | ||
26 | Age Classification Based On Appearance Model Using Local Ternary Direction Pattern Approach | International Journal Of Innovative Technology And Exploring Engineering (Ijitee) | 2018 | 2278 – 3075 | https://www.ijitee.org/wp-content/uploads/papers/v8i2s/BS2722128218.pdf | 3 | ||
27 | Prototype For Policy Recommendation System Based On Aadhar Data | International Journal Of Latest Trends In Engineering And Technology | 2017 | 2278-621x | https://www.ijltet.org/pdfviewer.php?id=911&j_id=3713 | 9 | ||
