Publications
Refereed Journal Publications
P. Kumar, et al. "Adaptive multi sensor based nonlinear identification of skeletal muscle force." WSEAS Transactions on Systems 9.10 (2010): 1051-1062. URL
A. Sebastian, P. Kumar, and Marco P. Schoen. "Modeling surface electromyogram dynamics using Hammerstein-Wiener models with comparison of IIR and spatial filtering techniques." pdfs.semanticscholar.org URL
A. Sebastian, P. Kumar, and M. P. Schoen, "Spatial filter masks optimization using genetic algorithm and modeling dynamic behavior of sEMG and finger force signals," International Journal of Circuits, Systems, and Signal Processing, Issue 6, Volume 5, 2011, pp. 597-608. URL
Kumar, P., Mohan, Dhanya Menoth, et al. "Effect of Subliminal Lexical Priming on the Subjective Perception of Images: A Machine Learning Approach." PloS one 11.2 (2016): e0148332.
M. Elgendi, P. Kumar, S. Barbic, N. Howard, D. Abbott, & A. Cichocki (2018). Subliminal priming—state of the art and future perspectives. Behavioral Sciences, 8(6), 54.
Igor Mazurenko, Min Huang, Parmod Kumar, Yunbo Li, Shao Zhengzheng, "Technologies and an Assortment of Functional Products for Children with Pyelonephritis and Pneumonia," Shodh Sarita, Vol 7, Issue 28, page 220-224, Oct-Dec 2020 TIS. ISSN 2348-2397. (GOVT. OF INDIA - RNI NO. UPBIL/2014/56766). URL1, URL2.
Refereed Conference Publications (Published & Accepted)
Birhanu Shimelis, Parmod Kumar, and Xie Changqing, "Decreasing Soil Acidity and Increasing Soil Organic Matter and Nutrients: An IoT-Based System," 1st International Conference on Engineering and Technology Transfer (ICERTT-2k21), April 25th & 26th, 2021 (Bula Hora University, Ethiopia). - Accepted
Dinku Worku, Marut Dev Sharma, Dr Parmod Kumar, Basam Koteswararao, Detection of Adulteration in milk using capacitor sensor, with an especial focus on Electrical properties of the milk., 7th International Electronic Conference on Sensors and Applications session Physical Sensors, MDPI. (doi:10.3390/ecsa-7-08254). URL1, URL2.
Igor Mazurenko, Min Huang, Parmod Kumar, Yunbo Li, Shao Zhengzheng, "Technologies and an Assortment of Functional Products for Children with Pyelonephritis and Pneumonia," Online Multidisciplinary International Conference on "Transformation and Survival Post Pandemic," Oct. 14th-15th, 2020. Organized by AJEENKYA D Y PATIL UNIVERSITY (https://adypu.edu.in/).
Devanand, R. and Kumar, P. "Empirical study of Thompson sampling: Tuning the posterior parameters," AIP Conference Proceedings, Volume 1853, Issue 1, id.050001. URL1, URL2, URL3, URL4.
P. Kumar, R. Devanand, and Marco P. Schoen. "sEMG and Skeletal Muscle Force Modeling: A Nonlinear Hammerstein-Wiener Model, Multiple Regression Model and Entropy Based Threshold Approach," 2nd International Electronic Conference on Entropy and Its Applications (E: Machine Learning and Systems Theory). URL
P. Kumar, F. Mahmood, D. M. Menoth, K. Wong, A. Agrawal, M. Elgendi, R. Shukla, J. Dauwels, and A. H.D. Chan, "On the effect of subliminal priming on subjective perception of images: A machine learning approach," 36th Annual International IEEE EMBS Conference, Sheraton Hotel & Towers, Chicago, Illinois, USA, August 27-31, 2014. URL
J. Dauwels, P. Kumar, F. Mahmood, K. Wong, A. Agrawal, M. Elgendi, S. Kannan, D. M. Menoth, R. Shukla, and A. H. D. Chan, "A study on the effect of subliminal priming on subjective perception of images: a machine learning approach," The 15th International Conference on Biomedical Engineering (ICBME 2013), Singapore, December 4-7, 2013. URL
P. Kumar, F. Mahmood, K. K. F. Wong, A. Agrawal, M. Elgendi, S. Kannan, D. M. Menoth, R. Shukla, J. Dauwels, and A. H.D. Chan, "Inferring subliminal primes from EEG through machine learning," 35th Annual International IEEE EMBS Conference, Osaka, Japan, July 3-7, 2013. URL
E. Altman, P. Kumar, S. Venkatramanan, and A. Kumar, “Competition Over Timeline in Social Networks,” The International Workshop on Social Network Analysis in Applications, co-located with ASONAM 2013, Niagara Falls, Canada, August 25-28, 2013. URL
P. Kumar, A. Sebastian, C. Potluri, Y. Yihun, A. Ilyas, M. Anugolu, R. Sharma, J. Creelman, A. Urfer, D. S. Naidu, and M. P. Schoen, “Spectral Analysis of sEMG Signals to Investigate Skeletal Muscle Fatigue,” 50th IEEE Conference on Decision and Control and European Control Conference, Orlando (FL), USA, December 12-15, 2011. URL
P. Kumar, A. Sebastian, C. Potluri, A. Urfer, D. S. Naidu, and M. P. Schoen, “Towards Smart Prosthetic Hand: Adaptive Probability Based Skeletal Muscle Fatigue Model,” 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, Aug. 31 – Sept. 4, 2010. URL
C. Potluri, P. Kumar, M. Anugolu, A. Urfer, S. Chiu, D. S. Naidu, and M. P. Schoen, “Frequency Domain Surface EMG Sensor Fusion for Estimating Finger Forces,” 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, Aug. 31 – Sept. 4, 2010. URL
C. Potluri, P. Kumar, M. Anugolu, S. Chiu, A. Urfer, M. P. Schoen, and D. S. Naidu, “sEMG Based Fuzzy Control Strategy with ANFIS Path Planning For Prosthetic Hand,” 3rd IEEE RAS &EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob), Tokyo, Sept 26-30, 2010. URL
M. Anugolu, C. Potluri, A. Urfer, J. Creelman, P. Kumar, and M. P. Schoen, "Genetic Algorithm Based Optimization of Kullback Information Criterion: Improved System Identification of Skeletal Muscle Force and sEMG Signals," 2012 IEEE International Instrumentation and Measurement Technology Conference, Graz, Austria, May 13-16, 2012. URL
C. Potluri, M. Anugolu, Y. Yihun, P. Kumar, S. Chiu, M. P. Schoen, and D. S. Naidu, “Implementation of sEMG-Based Real-Time Embedded Adaptive Finger Force Control for a Prosthetic Hand,” 50th IEEE Conference on Decision and Control and European Control Conference, Orlando (FL), USA, December 12-15, 2011. URL
C. Potluri, Y. Yihun, P. Kumar, J. Molitor, S. Chiu, D. S. Naidu and H. S. Mousavinezhad, “sEMG Based Real-Time Embedded Force Control Strategy For a Prosthetic Hand Prototype,” 2011 IEEE International Conference on Electro/Information Technology, Minnesota State University, Mankato, MN, USA, May 15-17, 2011. URL
P. Kumar, A. Sebastian, C. Potluri, A. Ilyas, M. Anugolu, A. Urfer, and M. P. Schoen, “Adaptive Finger Angle Estimation from sEMG Data with Multiple Linear and Nonlinear Model Data Fusion,” The 10th World Scientific and Engineering Academy and Society (WSEAS) International Conference on Dynamical Systems and Control, Iasi, Romania, July 1-3, 2011. URL
P. Kumar, C. Potluri, A. Sebastian, Y. Yihun, A. Ilyas, M. Anugolu, R. Sharma, S. Chiu, J. Creelman, A. Urfer, D. S. Naidu, and M. P. Schoen, “A Hybrid Adaptive Multi Sensor Data Fusion for Estimation of Skeletal Muscle Force for Prosthetic Hand Control,” ICAI’11 - The 2011 International Conference on Artificial Intelligence, Las Vegas, Nevada, USA, July 18-21, 2011. URL; URL
P. Kumar, C. H. Chen, A. Sebastian, M. Anugolu, C. Potluri, A. Fassih, Y. Yihun, A. Jensen, Y. Tang, S. Chiu, K. Bosworth, D. S. Naidu, Marco P. Schoen, J. Creelman and A. Urfer, “An Adaptive Hybrid Data Fusion Based Identification of Skeletal Muscle Force with ANFIS and Smoothing Spline Curve Fitting,” 2011 International Conference on Fuzzy Systems, Taipei, Taiwan, June 27 - June 30, 2011. URL
P. Kumar, C. Potluri, M. Anugolu, A. Sebastian, J. Creelman, A. Urfer, S. Chiu, D. S. Naidu, and M. P. Schoen, “A Hybrid Adaptive Data Fusion with Linear and Nonlinear Models for Skeletal Muscle Force Estimation,” 5th Cairo International Conference on Biomedical Engineering, Cairo, Egypt, Dec. 16-18, 2010. URL
A. Fassih, D. S. Naidu, S. Chiu, and P. Kumar, “Robust Control of a Prosthetic Hand Based on a Hybrid Adaptive Finger Angle Estimation,” Recent Researches in Applications of Electrical and Computer Engineering, pp. 70-76. ISBN: 978-1-61804-074-9. URL
A. Fassih, D. S. Naidu, S. Chiu, and P. Kumar, “Design and Control of an Underactuated Prosthetic Hand,” Recent Researches in Applications of Electrical and Computer Engineering, pp. 77-82. ISBN: 978-1-61804-074-9. URL
P. Kumar, C. Potluri, N. Joshi, A. Jensen, M. P. Schoen, and S. Chiu, “Genetic Algorithm Running Time Optimization Using OpenMP Parallel Computing,” International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA’10, Las Vegas, Nevada, USA, July 12-15, 2010. URL
A. Sebastian, P. Kumar, and M. P. Schoen, “Evaluation of Filtering Techniques Applied to Surface EMG Data and Comparison Based on Hammerstein-Wiener Models,” The 10th World Scientific and Engineering Academy and Society (WSEAS) International Conference on Dynamical Systems and Control, Iasi, Romania, July 1-3, 2011. URL
A. Sebastian, P. Kumar, and M. P. Schoen, “Optimized Spatial Filter Mask Using Genetic Algorithm and System Identification for Modeling sEMG and Finger Force Signals,” The 10th World Scientific and Engineering Academy and Society (WSEAS) International Conference on Dynamical Systems and Control, Iasi, Romania, July 1-3, 2011. URL
C. Potluri, M. Anugolu, A. Fassih, Y. Yihun, P. Kumar, S. Chiu, and D. S. Naidu, “Real-Time sEMG Acquisition and Processing Using a PIC 32 Microcontroller,” ESA’11 - 9th Int'l Conference on Embedded Systems and Applications, Las Vegas, Nevada, USA, July 18-21, 2011. URL
M. Anugolu, C. Potluri, A. Ilyas, P. Kumar, S. Chiu, N. Devine, A. Urfer, and M. P. Schoen, “A Review on Sensory Feedback For sEMG Based Prosthetic Hands,” ICAI’11 - The 2011 International Conference on Artificial Intelligence, Las Vegas, Nevada, USA, July 18-21, 2011. URL; URL
C. Potluri, P. Kumar, J. Moliter, M. Anugolu, J. Alex, K. Hart, and S. Chiu, “Multi-Level Embedded Motor Control for Prosthesis,” International Conference on Embedded Systems and Applications, ESA’2010, Las Vegas, Nevada, USA, July 12-15, 2010. URL
A. Sebastian, P. Kumar, M. P. Schoen, A. Urfer, J. Creelman, and D. S. Naidu, “Analysis of EMG-Force Relation Using System Identification and Hammerstein-Wiener Models,” 2010 ASME Dynamic Systems and Control Conference, Cambridge, Massachusetts, USA, Sept. 13-15, 2010. URL
A. Sebastian, P. Kumar, and M. P. Schoen, “A Study on Hybridization of Particle Swarm and Tabu Search Algorithms for Unconstrained Optimization and Estimation Problems,” The 14th World Scientific and Engineering Academy and Society (WSEAS) International Conference on Systems, Corfu, Greece, July 22-24, 2010. URL
A. Sebastian, P. Kumar, M. Anugolu, M. P. Schoen, A. Urfer, and D. S. Naidu, “Optimization of Bayesian Filters and Hammerstein-Wiener Models For EMG-Force Signals Using Genetic Algorithm,” 2009 ASME Dynamic Systems and Control Conference, Hollywood, California, USA, Oct. 12-14, 2009. URL
M. Anugolu, A. Sebastian, P. Kumar, M. P. Schoen, A. Urfer, and D. S. Naidu, “Surface EMG Array Sensor Based Model Fusion Using Bayesian Approaches For Prosthetic Hands,” 2009 ASME Dynamic Systems and Control Conference, Hollywood, California, USA, Oct. 12-14, 2009. URL
Technical Reports
V. Kavitha, Devanand R, P. Kumar, and E. Altman, "User Response Based Recommendations: A Local Angle Approach." Technical Report. URL
Blogs/Articles
Knowledge and Skill-set for Industrial Automation. Available at: https://www.linkedin.com/pulse/knowledge-skill-set-industrial-automation-dr-parmod-kumar/
How Regenesys Post Graduate Program in Digital Marketing is Special? Available at: https://www.regenesys.in/newsroom/news-details/how-regenesys-post-graduate-program-in-digital-marketing-is-special
Science Behind Marketing on Social Media Platforms. Available at: https://www.regenesys.in/newsroom/news-details/science-behind-marketing-on-social-media-platforms
Data Science Careers You Should Know About. Available at: https://www.regenesys.in/newsroom/news-details/data-science-careers-you-should-know-about
Customer Behavioral Analytics for Digital Marketing. Available at: https://www.regenesys.in/newsroom/news-details/customer-behavioral-analytics-for-digital-marketing
How the Internet of Things (IoT) is helping different industries? Available at: https://www.regenesys.in/newsroom/news-details/how-the-internet-of-things-iot-is-helping-different-industries
Skill Sets for Marketing Data Analysts. Available at: https://www.regenesys.in/newsroom/news-details/skill-sets-for-marketing-data-analysts
Algorithms for Effective Digital Marketing. Available at: https://www.regenesys.in/newsroom/news-details/algorithms-for-effective-digital-marketing
Present and Future of the Internet of Things (IoT). Available at: https://www.regenesys.in/newsroom/news-details/present-and-future-of-the-internet-of-things-iot
Ways To Use Data Science To Monitor Competitors On Social Media. Available at: https://www.regenesys.in/newsroom/news-details/ways-to-use-data-science-to-monitor-competitors-on-social-media
How Data Science Is Changing The Education Industry? Available at: https://www.regenesys.in/newsroom/news-details/how-data-science-is-changing-the-education-industry
Data Science Education in the Present. Available at: https://www.regenesys.in/newsroom/news-details/data-science-education-in-the-present
Under Preparation
Marut Dev Sharma, Parmod Kumar, and Xie Changqing, "Bath Sauna Light Heating and Ventilation System Design, Analysis, and Control ."
P. Kumar, Devanand R., and M. P. Schoen, "Deadspace in Instruments due to Hysteresis: Nonlinear Optimization," IEEE Sensor Journal.
P. Kumar, Devanand R., and M. P. Schoen, "A Novel Time-Frequency Based Analysis of Speech Signals: Fuzzy Logic Based Approach," IEEE Transactions on Audio, Speech and Language Processing.
P. Kumar, Devanand R., and M. P. Schoen, "Support Vector Machines: A Novel Image Classification Algorithms," IEEE Transactions on Image Processing.
Devanand R., P. Kumar, and M. P. Schoen, "Inverse Matrix Computation: A Comparative Study," IEEE Transactions on Automatic Control.
P. Kumar, Shashi Shekhar Singh, Devanand R., and M. P. Schoen, "Nonlinear Dynamics of Structural Vibrations: Design, Control, and Condition Monitoring," IET Control Theory and Applications.
Note: PDF documents of the publications can be provided on request.