Feedback

Neena Goveas

Professor

AI/ML for time series data in Healthcare and communication networks, Application of AI/ML to autonomous vehicles, Task optimization for hierarchical IoT Edge-Cloud systems, TinyML based applications on embedded devices
D259, Department of CS&IS, BITS Pilani K K Birla Goa Campus

My Publications

 

Modelling and Verification of Resource Allocation for Healthcare Systems

R Parveen, I Ruchkin, A Laurel, Neena Goveas, D Blouin

 

2024

 

TinyML4D: Scaling Embedded Machine Learning Education in the Developing World

B Plancher, S Buttrich, J Ellis, Neena Goveas, L Kazimierski, JL Sotelo, M Lukic, ...

Proceedings of the AAAI Symposium Series 3 (1), 508-515, AAAI 2024 Spring Symposium Series: Increasing Diversity in AI Education and Research, March 25-27, 2024, Stanford University, California, https://ojs.aaai.org/index.php/AAAI-SS/article/view/31265 https://doi.org/10.1609/aaaiss.v3i1.31265

 

2024

 

Machine Learning-Driven Patient Scheduling in Healthcare: A Fairness-Centric Approach for Optimized Resource Allocation

F Masroor, A Gopalakrishnan, Neena Goveas

2024 IEEE Wireless Communications and Networking Conference (WCNC), 01-06, 21–24 April 2024, Dubai, United Arab Emirates

https://wcnc2024.ieee-wcnc.org/

 

2024

 

Task Allocation in the Edge Cloud Scenario Incorporating Customized Requirements

F Masroor, R Khanna, Neena Goveas

2024 IEEE 21st Consumer Communications & Networking Conference (CCNC), 608-609,  , 8–11 Jan, USA, CCNC 2024, https://ccnc2024.ieee-ccnc.org

 

 

2024

 

Designing Effective Cybersecurity Curriculum: Bridging Disciplines for Next Generation Workforce

P Ranganathan, J Jangula, U Kose, Neena Goveas, SRA Balaji

ASEE Symposium 2024, Paper ID 44588

 

2024

 

IoT Systems Development Using Upcycled Mobile Phones: A Survey

CS Reshwanth, S Goriparthi, CS RK, LJ Gudino, Neena Goveas, S Gawali

2023 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE), 1-7, IEEE

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10363603

 

2023

 

Enhancing Real-Time Training of Heterogeneous UAVs Using a Federated Teacher-Student Self-Training Framework

P Nikam, D Shah, A Sahu, Neena Goveas, S Vidhyadharan

MILCOM 2023-2023 IEEE Military Communications Conference (MILCOM), 870-875, 30 October – 3 November 2023, Boston, USA. https://milcom2023.milcom.org/

 

2023

 

Dynamic Task Allocation and Scheduling for Energy Saving in Edge Nodes for IoT Applications

SK Gawali, LJ Gudino, Neena Goveas

IFIP International Internet of Things Conference, 218-228, , 2-3 NOVEMBER 2023, Dallas-Fort Worth, Texas, USA,  https://ifip-iotconference.org/index.html

 In: Puthal, D., Mohanty, S., Choi, BY. (eds) Internet of Things. Advances in Information and Communication Technology. IFIPIoT 2023. IFIP Advances in Information and Communication Technology, vol 683, 218-228 Springer, Cham. https://doi.org/10.1007/978-3-031-45878-1_15

 

2023

 

IoT-Based Local Setup for Interfacing Resource Constrained Devices: A Survey

Y Bapat, S Aiyer, AA Binu, CS RK, S Gawali, LJ Gudino, Neena Goveas

2023 International Symposium on Networks, Computers and Communications, 23-26 October, Doha, Qatar, https://www.isncc-conf.org/

Intelligent Computing and Smart Communication ICSC 2019

 

2023

 

Building Extensible Model for Healthcare Resource Allocation Using Model-Driven Approach

R Parveen, M Thalanki, Neena Goveas, S Gawali

2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Hawai, USA 2023, doi: 10.1109/SMC53992.2023.10394145

 

2023

 

Resource-Constrained Device Characterization for Detecting Sleep Apnea Using Machine Learning

S Mallick, P Ruparel, S Gawali, Neena Goveas

2023 International Conference on Smart Applications, Communications and and Networking, SmartNets 2023, 25 - 27 July 2023, Istanbul Turkey, doi: 10.1109/SysCon53073.2023.10131117.

https://ieeexplore.ieee.org/document/10216211

 

2023

 

Task Allocation in the Edge Cloud Scenario Incorporating Priority: A Simulation-based Study

F Masroor, S Gawali, Neena Goveas

International Conference on Information and Communication Technology for Intelligent Systems, 491-501, Springer Nature Singapore. J. Choudrie et al. (eds.), IOT with Smart Systems, Lecture Notes in Networks

and Systems 720, https://doi.org/10.1007/978-981-99-3761-5_44

 

2023

 

Sleep Apnea Detection System Using Machine Learning on Resource-Constrained Devices

S Mallick, S Gawali, C Onime, Neena Goveas, 2023 IEEE International Systems Conference (SysCon), 1-6, , Vancouver, Canada. https://ieeexplore.ieee.org/abstract/document/10131117,  https://ieeesystemscouncil.org/event/2023-ieee-international-systems-conference

 

 

2023

 

Use of Blockchain in Securing IoT systems with Resource Constrained Devices

RK Sharma, Neena Goveas

Fourth Workshop on Blockchain-based Architectures (BlockArch 2023), 2023 IEEE 20th International Conference on Software Architecture Companion (ICSA-C), 13-17 March 2023, L’Aquila, Italy

https://ww2.inf.ufg.br/~insight/blockarch2023/index.html

 

2023

 

P3: A task migration policy for optimal resource utilization and energy consumption

SK Gawali, Neena Goveas

2022 IEEE 1st International Conference on Data, Decision and Systems (ICDDS). December 2-3, 2022, Bengaluru, India,

https://icdds.org/

 

2022

 

Enhanced edge offloading using reinforcement learning

A Jain, Neena Goveas

2022 International Conference on Connected Systems & Intelligence (CSI'22)/ 13th International Symposium on Intelligent Informatics (ISI'22), 1-9

https://ieeexplore.ieee.org/abstract/document/9924023

 

2022

 

Evaluation of Offloading Points in the Device-Edge Environment

RKC Shekar, Neena Goveas, LJ Gudino

2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP),580-583, 2020

CNSDSP, 20-22 July 2022, https://csndsp2022.av.it.pt/

https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9908034

 

2022

 

Transforming Medical Resource Utilization Process to Verifiable Timed Automata Models in Cyber-Physical Systems

R Parveen, Neena Goveas

International Conference on Distributed Computing and Internet Technology Lecture Notes in Computer Science, Vol , I , B 111-E 126, 2022, https://link.springer.com/chapter/10.1007/978-3-030-94876-4_7

International Conference on Distributed Computing and Internet Technology

 

2022

 

A generalized kalman filter augmented deep-learning based approach for autonomous landing in mavs

P Mathur, Y Jangir, Neena Goveas

2021 International Symposium of Asian Control Association on Intelligent Robotics and Industrial Automation, IRIA 2021, Vol , I , B 437-E 442

https://ieeexplore.ieee.org/document/9588758

https://ieeexplore.ieee.org/xpl/conhome/9923920/proceeding, https://connected-systems.org/

 

 

2021

 

Network Community Analysis Based Enhancement of Online Discussion Forums

Soundarya Krishnan, Rishab Khincha and Neena Goveas

CODS COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, Vol , I , B 438-E 438

Proceedings of the 3rd ACM Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data

 

  2021

 

Estimating surface temperature from thermal imagery of buildings for accurate thermal transmittance (U-value): A machine learning perspective

D Sadhukhan, S Peri, N Sugunaraj, A Biswas, DF Selvaraj, K Koiner, ...

Journal of Building Engineering 32, 101637, 2022

https://www.sciencedirect.com/science/article/pii/S2352710219327263

 

2020

 

Ecg signal analysis on an embedded device for sleep apnea detection

Rishab Khincha, Soundarya Krishnan, Rizwan Parveen, and Neena Goveas

Image and Signal Processing. 2020 Jun 5; 12119: 377–384.

Published online 2020 Jun 5. doi: 10.1007/978-3-030-51935-3_40

9th International conference on Image and Signal Processing, Vol , I , B 377-E 384, 2020, ICISP 2020, Jul 4-6 2020, Marrakesh,  Morocco. http://www.icisp-conf.org/

https://link.springer.com/chapter/10.1007/978-3-030-51935-3_40

 

2020

 

Image Processing for UAV Using Deep Convolutional Encoder–Decoder Networks with Symmetric Skip Connections on a System on Chip (SoC)

A Hinge, P Garg, Neena Goveas

International Conference on Intelligent Computing and Smart Communication 2019: Proceedings of ICSC 2019, 1009-1015, Springer Singapore.

 

2020

 

Characteristics of arbitrary ramp generator: A tuning voltage setup for the FMCW reflectometer

GC George, N Bittu, JJU Buch, AA Prince, Neena Goveas, SK Pathak

IEEE Transactions on Instrumentation and Measurement 69 (6), 3481-3492, June 2019, DOI: 10.1109/TIM.2019.2939933

 

 

2019

 

Model-Based Approach for Cyber-Physical Systems Applications Development.

R Parveen, P Thaker, Neena Goveas

Twenty-Third Pacific Asia Conference on Information Systems, China 2019 PACIS, 77

 

2019

 

Multi-agent systems for resource allocation and scheduling in a smart grid

Arun Sukumaran Nair, Tareq Hossen, Mitch Campion, Daisy Flora Selvaraj, Neena Goveas, Naima Kaabouch, Prakash Ranganathan

Technology and Economics of Smart Grids and Sustainable Energy 3, 1-15, Springer Singapore, 2018

https://doi.org/10.1007/s40866-018-0052-y

 

2018

 

Design and feasibility study of health related devices using COTS components

R Parveen, S Pradhan, Neena Goveas

2018 IEEE Industrial Cyber-Physical Systems (ICPS), 529-533

IEEE ICPS 2018( 2018)

 

2018

 

BITS Darshini: A Modular, Concurrent Protocol Analyzer Workbench

P Talasila, M Kakrambe, A Rai, S Santy, Neena Goveas, BM Deshpande

Proceedings of the 19th International Conference on Distributed Computing and Networking, ICDCN 2018.

https://dl.acm.org/doi/pdf/10.1145/3154273.3154316

 

2018

 

Transit timetables as multi-layer networks

P Talasila, S Asifullah, Neena Goveas, B Deshpande

10th International Conference on Communication Systems & Networks, COMSNETS 2018, 625-630.

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8328285

 

2018

 

Wireless Exploitation Through Keyboard Emulation

Seth Helgeson, Corbyn Robberstad, Neena Goveas, Prakash Ranganathan

Proceedings of the International Conference on Modeling, Simulation and Visualization Methods (MSV), Pages 40-44,

The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp)

 

 

2018

 

Multimodal transit scheduler: An actor-based concurrent approach

P Talasila, A Haldar, SS Pai, Neena Goveas, BM Deshpande

IEEE 20th International Conference on Intelligent Transportation Systems, Yokohama, JAPAN. October 16 - 19, 2017

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8317855

 

2017

 

A comparative study of GPU verify and GKLEE

A Panda, P Rümmer, Neena Goveas

2016 Fourth International Conference on Parallel, Distributed and Grid Computing (PDGC), 112-117

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7913126

 

2016

 

Customizable Holter monitor using off-the-shelf components

S Sreekesh, A Zala, GK Chavan, Neena Goveas

2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2302-2306, Sept. 21-24, 2016, Jaipur, India

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7732396

 

2016

 

Regression Test Suite Prioritization using Residual Test Coverage Algorithm and Statistical Techniques

AH Patil, Neena Goveas, K Rangarajan

International Journal of Education and Management Engineering (IJEME) 6 (5), 32-39, 2016 in MECS (http://www.mecs-press.net), DOI: 10.5815/ijeme.2016.05.04

 

 

2016

 

Regression Test Suite Execution Time Analysis using Statistical Techniques

AH Patil, Neena Goveas, K Rangarajan

IJ Education and Management Engineering 6 (3), 33-41

MECS (http://www.mecs-press.net), DOI: 10.5815/ijeme.2016.03.04

 

 

2016

 

Analysis of impartial quality measurements on Indian broadband connections

T Prasad, D Shekhawat, S Guha, Neena Goveas, B Deshpande

2016 Twenty Second National Conference on Communication (NCC), 1-6. https://website.mlab-staging.measurementlab.net/publications/2016-Prasad-et-al.pdf

 

2016

 

t-CSA: A fast and flexible CSA implementation

T Prasad, K Sathyanarayanan, S Tiwari, Neena Goveas, B Deshpande

2016 8th International Conference on Communication Systems and Networks (COMSNETS),1-6, https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7439937

 

2016

 

Efficient wireless network services for civil Structure Health Monitoring

JA Kulkarni, KR Anupama, Neena Goveas

2015 International Conference on Computing and Network Communications (CoCoNet), 924-927.

 

2015

 

CySpanningTree: Minimal Spanning Tree computation in Cytoscape

F Shaik, S Bezawada, Neena Goveas

F1000Research 4, 476, 2015

https://ieeexplore.ieee.org/abstract/document/7411301

https://f1000research.com/articles/4-476

 

2015

 

Test suite design methodology using combinatorial approach for internet of things operating systems

AH Patil, Neena Goveas, K Rangarajan

Journal of Software Engineering and Applications 8 (7), 303-312

https://www.scirp.org/journal/paperinformation?paperid=57945

https://www.scirp.org/pdf/JSEA_2015071513323262.pdf

 

2015

 

Integrated test environment for combinatorial testing

AH Patil, P Satish, Neena Goveas, K Rangarajan

2015 IEEE International Advance Computing Conference (IACC), 726-729

https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7154802

 

2015

 

Re-architecture of Contiki and Cooja regression test suites using combinatorial testing approach

AH Patil, Neena Goveas, K Rangarajan

ACM SIGSOFT Software Engineering Notes 40 (2), 1-3

 

2015

 

Two electrons in a honeycomb lattice

S Basu, CY Kadolkar, Neena Goveas

Modern Physics Letters B 21 (07), 391-398

 

2007

 

Haldane gap in S= 2 XXZ quantum antiferromagnet

CY Kadolkar, Neena Goveas, DK Ghosh, S Murthy

Journal of magnetism and magnetic materials 177, 638-639

 

1998

 

Study of Blume–Emery–Griffiths model by a modified Bethe-Peierls method

Neena Goveas, G Mukhopadhyay

Physica Scripta 56 (6), 661

 

1997

 

Constant coupling Cluster method

Neena Goveas, G Mukhopadhyay

Physica Scripta 56 (5), 527

 

1997

 

Study of spinels using the BPW method

Neena Goveas, G Mukhopadhyay

Journal of magnetism and magnetic materials 167 (3), 269-273

 

1997

 

Study of RE iron garnets using a modified BPW method

Neena Goveas, P Mukhopadhyay, G Mukhopadhyay

Journal of magnetism and magnetic materials 159 (1-2), 135-141

 

1996

 

Study of Heisenberg ferrimagnets using a constant coupling method for a cluster

Neena Goveas, G Mukhopadhyay

Journal of magnetism and magnetic materials 140, 1805-1806

 

1995

 

Study of RE-garnets using BPW method

Neena Goveas, P Mukhopadhyay, G Mukhopadhyay

Journal of magnetism and magnetic materials 140, 2137-2138

 

1995

 

Study of Blume-Emery-Griffiths model by Bethe-Peierls method

Neena Goveas, G Mukhopadhyay

International Centre for Theoretical Physics

 

1995

 

Study of Y and Lu iron garnets using Bethe-Peierls-Weiss method

Neena Goveas, G Mukhopadhyay, P Mukhopadhyay

Solid state communications 92 (7), 573-577

 

1994