AdaptiveStream: A Scalable Distributed Framework for Real-Time Change Point Detection in Data Streams.

Lakshman Tamil Lakshman S. Tamil The University of Texas at Dallas, Richardson, TX, USA https://scholar.google.com/citations?user=pGDXdhEAAAAJ https://en.wikipedia.org/wiki/Lakshman_Tamil https://orcid.org/0000-0003-4523-9376 https://www.wikidata.org/entity/Q61159314 https://ieeexplore.ieee.org/author/37272651700 Vijayalakshmi Saravanan Sai Karthik Navuluru Khaled Z. Ibrahim Lakshman Tamil AdaptiveStream: A Scalable Distributed Framework for Real-Time Change Point Detection in Data Streams. ICDM (Workshops) 2025 606-615 conf/icdm/2025w https://doi.org/10.1109/ICDMW69685.2025.00074 db/conf/icdm/icdm2025w.html#SaravananNIT25 streams/conf/icdm Vijayalakshmi Saravanan Sai Karthik Navuluru Lakshman Tamil Khaled Z. Ibrahim Accelerating I/O in Scientific Workflows with the Impact of Apache Ignite's In-Memory File System. 416-427 2025 ISC https://doi.org/10.1007/978-3-032-07612-0_32 conf/supercomputer/2025w db/conf/supercomputer/isc2025w.html#SaravananNTI25 streams/conf/supercomputer

Akshay Bhagwan Sonawane Lena D. Swamikannan Lakshman Tamil Robust Classification of Oral Cancer with Limited Training Data. 2025 October abs/2510.01547 CoRR https://doi.org/10.48550/arXiv.2510.01547 db/journals/corr/corr2510.html#abs-2510-01547 streams/journals/corr

Lena D. Swamikannan Akshay Bhagwan Sonawane Jay S. Patel C. S. Mani Lakshmi Narayana Lakshman Tamil Oral Cancer Detection Using Mobile Vision Technology. 1-8 2024 BHI https://doi.org/10.1109/BHI62660.2024.10913489 conf/bhi/2024 db/conf/bhi/bhi2024.html#SwamikannanSPMN24 Md. Sharif Ahmed Prabha Sundaravadivel Lakshman Tamil Smart Road Reflector: Enhancing Road Health and Safety Through Interactive Roads. 1-5 2023 WF-IoT https://doi.org/10.1109/WF-IoT58464.2023.10539407 conf/wf-iot/2023 db/conf/wf-iot/wf-iot2023.html#AhmedST23

Suraj Kothawade Atharv Savarkar Venkat Iyer Lakshman Tamil Ganesh Ramakrishnan Rishabh K. Iyer CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification. 2022 abs/2210.01520 CoRR https://doi.org/10.48550/arXiv.2210.01520 db/journals/corr/corr2210.html#abs-2210-01520

Gautam Shreedhar Bhat Nikhil Shankar Dohyeong Kim Dae Jin Song Sungchul Seo Issa M. S. Panahi Lakshman Tamil Machine Learning-Based Asthma Risk Prediction Using IoT and Smartphone Applications. 118708-118715 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3103897 db/journals/access/access9.html#BhatSKSSPT21

Erhan Tiryaki Akshay Sonawane Lakshman Tamil Real-Time CNN Based ST Depression Episode Detection Using Single-Lead ECG. 566-570 2021 ISQED https://doi.org/10.1109/ISQED51717.2021.9424275 conf/isqed/2021 db/conf/isqed/isqed2021.html#TiryakiST21

Dohyeong Kim Sunghwan Cho Lakshman Tamil Dae Jin Song Sungchul Seo Predicting Asthma Attacks: Effects of Indoor PM Concentrations on Peak Expiratory Flow Rates of Asthmatic Children. 8791-8797 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2019.2960551 db/journals/access/access8.html#KimCTSS20

Vignesh Kalidas Lakshman S. Tamil Detection of Premature Ventricular Complexes using Semisupervised Autoencoders and Random Forests. 337-340 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176054 https://www.wikidata.org/entity/Q100447119 conf/embc/2020 db/conf/embc/embc2020.html#KalidasT20 Timothy Cogan Lakshman Tamil Deep Understanding of Breast Density Classification. 1140-1143 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9176628 https://www.wikidata.org/entity/Q100447386 conf/embc/2020 db/conf/embc/embc2020.html#CoganT20 Prabha Sundaravadivel Vividha Goyal Lakshman Tamil i-RISE: An IoT-based Semi-Immersive Affective monitoring framework for Anxiety Disorders. 1-5 2020 ICCE https://doi.org/10.1109/ICCE46568.2020.9043156 conf/iccel/2020 db/conf/iccel/icce2020.html#SundaravadivelG20

Timothy Cogan Maribeth Cogan Lakshman Tamil RAMS: Remote and automatic mammogram screening. 18-29 2019 107 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2019.01.024 https://www.wikidata.org/entity/Q91642659 db/journals/cbm/cbm107.html#CoganCT19

Timothy Cogan Maribeth Cogan Lakshman Tamil MAPGI: Accurate identification of anatomical landmarks and diseased tissue in gastrointestinal tract using deep learning. 2019 111 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2019.103351 https://www.wikidata.org/entity/Q92042237 db/journals/cbm/cbm111.html#CoganCT19a

Vignesh Kalidas Lakshman S. Tamil Detection of atrial fibrillation using discrete-state Markov models and Random Forests. 2019 113 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2019.103386 https://www.wikidata.org/entity/Q92847748 db/journals/cbm/cbm113.html#KalidasT19

Krishan L. Khatri Lakshman S. Tamil Early Detection of Peak Demand Days of Chronic Respiratory Diseases Emergency Department Visits Using Artificial Neural Networks. 285-290 2018 22 IEEE J. Biomed. Health Informatics 1 https://doi.org/10.1109/JBHI.2017.2698418 https://www.wikidata.org/entity/Q47865399 db/journals/titb/titb22.html#KhatriT18

Zhuo Chen 0017 Elmer Salazar Kyle Marple Gopal Gupta 0001 Lakshman Tamil Daniel Cheeran Sandeep Das Alpesh Amin Improving adherence to heart failure management guidelines via abductive reasoning. 764-779 2017 17 Theory Pract. Log. Program. 5-6 https://doi.org/10.1017/S1471068417000308 db/journals/tplp/tplp17.html#ChenSMGTCDA17

Vignesh Kalidas Lakshman Tamil Real-time QRS detector using Stationary Wavelet Transform for Automated ECG Analysis. 457-461 2017 BIBE https://doi.org/10.1109/BIBE.2017.00-12 https://doi.ieeecomputersociety.org/10.1109/BIBE.2017.00-12 conf/bibe/2017 db/conf/bibe/bibe2017.html#KalidasT17

Zhuo Chen 0017 Elmer Salazar Kyle Marple Gopal Gupta 0001 Lakshman Tamil Sandeep Das Alpesh Amin Improving Adherence to Heart Failure Management Guidelines via Abductive Reasoning. 2017 abs/1707.04957 CoRR http://arxiv.org/abs/1707.04957 db/journals/corr/corr1707.html#ChenSMGTDA17

Zhuo Chen 0017 Kyle Marple Elmer Salazar Gopal Gupta 0001 Lakshman Tamil A Physician Advisory System for Chronic Heart Failure management based on knowledge patterns. 604-618 2016 16 Theory Pract. Log. Program. 5-6 https://doi.org/10.1017/S1471068416000429 db/journals/tplp/tplp16.html#ChenMSGT16

Mohammad Ali Ghaderi Mehrdad Heydarzadeh Mehrdad Nourani Gopal Gupta 0001 Lakshman Tamil Augmented reality for breast tumors visualization. 4391-4394 2016 EMBC https://doi.org/10.1109/EMBC.2016.7591700 https://www.wikidata.org/entity/Q33453195 conf/embc/2016 db/conf/embc/embc2016.html#GhaderiHNGT16

Zhuo Chen 0017 Kyle Marple Elmer Salazar Gopal Gupta 0001 Lakshman Tamil A Physician Advisory System for Chronic Heart Failure Management Based on Knowledge Patterns. 2016 abs/1610.08115 CoRR http://arxiv.org/abs/1610.08115 db/journals/corr/corr1610.html#ChenMSGT16

Aamir Z. Shaikh Lakshman Tamil Cognitive Radio Enabled Telemedicine System. 765-778 2015 83 Wirel. Pers. Commun. 1 https://doi.org/10.1007/s11277-015-2423-1 db/journals/wpc/wpc83.html#ShaikhT15

Vignesh Kalidas Lakshman Tamil Enhancing Accuracy of Arrhythmia Classification by Combining Logical and Machine Learning Techniques. 733-736 2015 CinC http://www.cinc.org/archives/2015/pdf/0733.pdf https://doi.org/10.1109/CIC.2015.7411015 conf/cinc/2015 db/conf/cinc/cinc2015.html#KalidasT15 Anand Narayanaswamy Mehrdad Nourani Lakshman Tamil Sabatino Bianco A wireless monitoring system for Hydrocephalus shunts. 829-832 2015 EMBC https://doi.org/10.1109/EMBC.2015.7318490 https://www.wikidata.org/entity/Q87024291 conf/embc/2015 db/conf/embc/embc2015.html#NarayanaswamyNT15 Shi Cheng Lakshman S. Tamil Benjamin Levine A Mobile Health System to Identify the Onset of Paroxysmal Atrial Fibrillation. 189-192 2015 ICHI https://doi.org/10.1109/ICHI.2015.29 https://doi.ieeecomputersociety.org/10.1109/ICHI.2015.29 conf/ichi/2015 db/conf/ichi/ichi2015.html#ChengTL15 Trung Pham Savio Monteiro Shi Cheng Maziyar Pouyan Lakshman Tamil Virtual Sleep Laboratory for Population Health. 454 2015 ICHI https://doi.org/10.1109/ICHI.2015.116 https://doi.ieeecomputersociety.org/10.1109/ICHI.2015.116 conf/ichi/2015 db/conf/ichi/ichi2015.html#PhamMCPT15 Mohammad Ali Ghaderi Gopal Gupta 0001 Lakshman Tamil Mohamed M. Abdallah 0001 Khalid A. Qaraqe mHealth Platform for Breast Cancer Risk Assessment. 570-573 2015 ICHI https://doi.org/10.1109/ICHI.2015.106 https://doi.ieeecomputersociety.org/10.1109/ICHI.2015.106 conf/ichi/2015 db/conf/ichi/ichi2015.html#GhaderiGTAQ15 Cheng Shi Mehrdad Nourani Gopal Gupta 0001 Lakshman Tamil Apnea MedAssist II: A smart phone based system for sleep apnea assessment. 572-577 2013 BIBM https://doi.org/10.1109/BIBM.2013.6732560 https://doi.ieeecomputersociety.org/10.1109/BIBM.2013.6732560 conf/bibm/2013 db/conf/bibm/bibm2013.html#ShiNGT13

Sarah Ostadabbas Rasoul Yousefi Mehrdad Nourani Miad Faezipour Lakshman Tamil Matthew Pompeo A Resource-Efficient Planning for Pressure Ulcer Prevention. 1265-1273 2012 16 IEEE Trans. Inf. Technol. Biomed. 6 https://doi.org/10.1109/TITB.2012.2214443 https://www.wikidata.org/entity/Q47222241 db/journals/titb/titb16.html#OstadabbasYNFTP12

Majdi Bsoul Hlaing Minn Lakshman Tamil Apnea MedAssist: Real-time Sleep Apnea Monitor Using Single-Lead ECG. 416-427 2011 15 IEEE Trans. Inf. Technol. Biomed. 3 https://doi.org/10.1109/TITB.2010.2087386 https://www.wikidata.org/entity/Q48336434 db/journals/titb/titb15.html#BsoulMT11

Sarah Ostadabbas Rasoul Yousefi Mehrdad Nourani Miad Faezipour Lakshman Tamil Matthew Pompeo A Posture Scheduling Algorithm Using Constrained Shortest Path to Prevent Pressure Ulcers. 327-332 2011 BIBM https://doi.org/10.1109/BIBM.2011.24 https://doi.ieeecomputersociety.org/10.1109/BIBM.2011.24 conf/bibm/2011 db/conf/bibm/bibm2011.html#OstadabbasYNFTP11 Baile Xie Wenxun Qiu Hlaing Minn Lakshman Tamil Mehrdad Nourani An Improved Approach for Real-time Detection of Sleep Apnea. 169-175 2011 BIOSIGNALS conf/biostec/2011bs db/conf/biostec/biosignals2011.html#XieQMTN11 Rasoul Yousefi Sarah Ostadabbas Miad Faezipour Mehrdad Nourani Vincent Ng 0001 Lakshman Tamil Alan Bowling Deborah Behan Matthew Pompeo A smart bed platform for monitoring & Ulcer prevention. 1362-1366 2011 BMEI https://doi.org/10.1109/BMEI.2011.6098589 conf/bmei/2011 db/conf/bmei/bmei2011.html#YousefiOFNNTBBP11 Rasoul Yousefi Sarah Ostadabbas Miad Faezipour Masoud Farshbaf Mehrdad Nourani Lakshman Tamil Matthew Pompeo Bed posture classification for pressure ulcer prevention. 7175-7178 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6091813 https://www.wikidata.org/entity/Q51444001 conf/embc/2011 db/conf/embc/embc2011.html#YousefiOFFNTP11 Savio Monteiro Gopal Gupta 0001 Mehrdad Nourani Lakshman Tamil HygeiaTel: an intelligent telemedicine system with cognitive support. 9:1-9:2 2011 mHealthSys@SenSys https://doi.org/10.1145/2064942.2064955 conf/sensys/2011mh db/conf/sensys/mhealthsys2011.html#MonteiroGNT11 Cheng Shi Mehrdad Nourani Gopal Gupta 0001 Lakshman Tamil A virtual sleep laboratory. 10:1-10:2 2011 mHealthSys@SenSys https://doi.org/10.1145/2064942.2064956 conf/sensys/2011mh db/conf/sensys/mhealthsys2011.html#ShiNGT11

Miad Faezipour Adnan Saeed Suma Chandrika Bulusu Mehrdad Nourani Hlaing Minn Lakshman Tamil A patient-adaptive profiling scheme for ECG beat classification. 1153-1165 2010 14 IEEE Trans. Inf. Technol. Biomed. 5 https://doi.org/10.1109/TITB.2010.2055575 https://www.wikidata.org/entity/Q51664552 db/journals/titb/titb14.html#FaezipourSBNMT10

Stanley Jointer II Lakshman Tamil Theories of Learning-Reasoning Lattices Applied to Telehealth Systems. 189-194 2010 IC-AI conf/icai/2010 db/conf/icai/icai2010.html#JointerT10 Shinyoung Lim Tae Hwan Oh Young B. Choi Lakshman Tamil Security Issues on Wireless Body Area Network for Remote Healthcare Monitoring. 327-332 2010 SUTC/UMC https://doi.org/10.1109/SUTC.2010.61 https://doi.ieeecomputersociety.org/10.1109/SUTC.2010.61 conf/sutc/2010 db/conf/sutc/sutc2010.html#LimOCL10

Adnan Saeed Miad Faezipour Mehrdad Nourani Subhash Banerjee Gil Lee Gopal Gupta 0001 Lakshman Tamil A Scalable Wireless Body Area Network for Bio-Telemetry. 77-86 2009 5 J. Inf. Process. Syst. 2 https://doi.org/10.3745/JIPS.2009.5.2.077 db/journals/jips/jips5.html#SaeedFNBLGT09

Bing Li Lakshman S. Tamil David Wolfe James Plessa 10 Gbps burst-mode optical receiver based on active phase injection and dynamic threshold level setting. 722-724 2006 10 IEEE Commun. Lett. 10 https://doi.org/10.1109/LCOMM.2006.060099 db/journals/icl/icl10.html#LiTWP06

Gerardo A. Castañón Lubo Tancevski Lakshman Tamil Optical packet switching with multiple path routing. 653-662 2000 32 Comput. Networks 5 db/journals/cn/cn32.html#CastanonTT00 https://doi.org/10.1016/S1389-1286(00)00023-2

Emad Qaddoura Ravi Prakash 0001 Lakshman Tamil Aggressive Error Recovery for TCP over wireless links. 287-296 2000 7 Integr. Comput. Aided Eng. 4 https://doi.org/10.3233/ica-2000-7402 db/journals/icae/icae7.html#QaddouraPT00

An Ge Franco Callegati Lakshman S. Tamil On optical burst switching and self-similar traffic. 98-100 2000 4 IEEE Commun. Lett. 3 https://doi.org/10.1109/4234.831037 db/journals/icl/icl4.html#GeCT00

Ljubisa Tancevski S. Yegnanarayanan Gerardo A. Castañón Lakshman Tamil Francesco Masetti Tom McDermott Optical routing of asynchronous, variable length packets. 2084-2093 2000 18 IEEE J. Sel. Areas Commun. 10 https://doi.org/10.1109/49.887927 db/journals/jsac/jsac18.html#TancevskiYCTMM00

Lakshman Tamil Francesco Masetti Tom McDermott Gerardo A. Castañón An Ge Ljubisa Tancevski Optical IP routers: design and performance issues under self-similar traffic. 59-67 1999 8 J. High Speed Networks 1 http://content.iospress.com/articles/journal-of-high-speed-networks/jhs153 db/journals/jhsn/jhsn8.html#TamilMMCGT99

Kanagalu Manoj Pete Bernardin Lakshman Tamil Coverage prediction for cellular networks from limited signal strength measurements. 1147-1151 1998 PIMRC https://doi.org/10.1109/PIMRC.1998.731358 conf/pimrc/1998 db/conf/pimrc/pimrc1998.html#ManojBT98

Lakshman S. Tamil Arthur K. Jordan Optical waveguides for imaging applications: Design by an inverse scattering approach. 18-26 1991 3 Int. J. Imaging Syst. Technol. 1 https://doi.org/10.1002/ima.1850030104 db/journals/imst/imst3.html#TamilJ91

Lakshman S. Tamil Arthur K. Jordan Spectral inverse scattering theory for inhomogeneous dielectric waveguides and devices. 1519-1528 1991 79 Proc. IEEE 10 https://doi.org/10.1109/5.104226 db/journals/pieee/pieee79.html#TamilJ91

Mohamed M. Abdallah 0001 Md. Sharif Ahmed Alpesh Amin Subhash Banerjee Deborah Behan Pete Bernardin Gautam Shreedhar Bhat Sabatino Bianco Alan P. BowlingAlan Bowling Majdi Bsoul Suma Chandrika Bulusu Franco Callegati Gerardo A. Castañón Daniel Cheeran Zhuo Chen 0017 Shi Cheng Sunghwan Cho Young B. Choi Maribeth Cogan Timothy Cogan Sandeep Das Miad Faezipour Masoud Farshbaf An Ge Mohammad Ali Ghaderi Vividha Goyal Gopal Gupta 0001 Mehrdad Heydarzadeh Khaled Z. Ibrahim Rishabh K. Iyer Venkat Iyer Stanley Jointer II Arthur K. Jordan Vignesh Kalidas Krishan L. Khatri Dohyeong Kim Suraj Kothawade Gil Lee Benjamin Levine Bing Li Shinyoung Lim C. S. Mani Kanagalu Manoj Kyle Marple Francesco Masetti-PlacciFrancesco Masetti Tom McDermott Hlaing Minn Savio Monteiro Lakshmi Narayana Anand Narayanaswamy Sai Karthik Navuluru Vincent Ng 0001 Mehrdad Nourani Tae Hwan Oh Sarah Ostadabbas Issa M. S. Panahi Jay S. Patel Trung Pham James Plessa Matthew Pompeo Maziyar Pouyan Ravi Prakash 0001 Emad Qaddoura Khalid A. Qaraqe Wenxun Qiu Ganesh Ramakrishnan Adnan Saeed Elmer Salazar Vijayalakshmi Saravanan Atharv Savarkar Sungchul Seo Aamir Z. Shaikh Nikhil Shankar Cheng Shi Akshay Sonawane Akshay Bhagwan Sonawane Dae Jin Song Prabha Sundaravadivel Lena D. Swamikannan Ljubisa Tancevski Lubo Tancevski Erhan Tiryaki David Wolfe Baile Xie S. Yegnanarayanan Rasoul Yousefi