- Gautam Rajendrakumar Gare, Tom Fox, Peter Lowery, Kevin Zamora, Hai V. Tran, Laura Hutchins, David Montgomery, Amita Krishnan, Deva Kannan Ramanan, Ricardo Luis Rodriguez, Bennett P. deBoisblanc, John Michael Galeotti:
Learning Generic Lung Ultrasound Biomarkers for Decoupling Feature Extraction from Downstream Tasks. CoRR abs/2206.08398 (2022) - 2021
- Saru Meena Ramu, Muthaiah Rajappa
, Kannan Krithivasan, Jaikanth Jayakumar
, Panagiotis E. Chatzistergos
, Nachiappan Chockalingam
:
A method to improve the computational efficiency of the Chan-Vese model for the segmentation of ultrasound images. Biomed. Signal Process. Control. 67: 102560 (2021) - Francis J. Alexander
, James A. Ang, Jenna A. Bilbrey, Jan Balewski, Tiernan Casey, Ryan Chard, Jong Choi, Sutanay Choudhury, Bert J. Debusschere, Anthony M. DeGennaro, Nikoli Dryden, J. Austin Ellis, Ian T. Foster, Cristina Garcia-Cardona, Sayan Ghosh, Peter Harrington, Yunzhi Huang, Shantenu Jha
, Travis Johnston, Ai Kagawa, Ramakrishnan Kannan, Neeraj Kumar, Zhengchun Liu, Naoya Maruyama, Satoshi Matsuoka, Erin McCarthy, Jamaludin Mohd-Yusof
, Peter Nugent, Yosuke Oyama, Thomas Proffen
, David Pugmire, Sivasankaran Rajamanickam, Vinay Ramakrishniah, Malachi Schram
, Sudip K. Seal, Ganesh Sivaraman, Christine Sweeney
, Li Tan, Rajeev Thakur, Brian Van Essen, Logan T. Ward, Paul M. Welch, Michael Wolf, Sotiris S. Xantheas, Kevin G. Yager, Shinjae Yoo
, Byung-Jun Yoon:
Co-design Center for Exascale Machine Learning Technologies (ExaLearn). Int. J. High Perform. Comput. Appl. 35(6): 598-616 (2021) - Rajesh Kannan Megalingam, Anandu Rajendraprasad, Akhil Raj, Dhananjay Raghavan
, Chinta Ravi Teja, Sarath Sreekanth, Ravi Sankaran:
Self-E: a self-driving wheelchair for elders and physically challenged. Int. J. Intell. Robotics Appl. 5(4): 477-493 (2021) - Alagan Ramasamy Rajeswari, Kanagasabai Kulothungan
, Sannasi Ganapathy, Arputharaj Kannan:
Trusted energy aware cluster based routing using fuzzy logic for WSN in IoT. J. Intell. Fuzzy Syst. 40(5): 9197-9211 (2021) - Hanqing Zeng, Hongkuan Zhou, Ajitesh Srivastava, Rajgopal Kannan, Viktor K. Prasanna:
Accurate, efficient and scalable training of Graph Neural Networks. J. Parallel Distributed Comput. 147: 166-183 (2021) - Avishek Ghosh, Raj Kumar Maity
, Swanand Kadhe
, Arya Mazumdar
, Kannan Ramchandran:
Communication-Efficient and Byzantine-Robust Distributed Learning With Error Feedback. IEEE J. Sel. Areas Inf. Theory 2(3): 942-953 (2021) - J. Raj Kannan, R. Sabitha, S. Karthik, J. Shanthini:
Mouse Movement Pattern Based Analysis of Customer Behavior (CBA-MMP) Using Cloud Data Analytics. Wirel. Pers. Commun. 117(4): 2885-2901 (2021) - Hongkuan Zhou, James Orme-Rogers, Rajgopal Kannan, Viktor K. Prasanna:
SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity Embeddings. CIKM 2021: 3667-3671 - Nishant Budhdev, Raj Joshi, Pravein Govindan Kannan, Mun Choon Chan, Tulika Mitra:
FSA: fronthaul slicing architecture for 5G using dataplane programmable switches. MobiCom 2021: 723-735 - Nived Rajaraman, Yanjun Han, Lin Yang
, Jingbo Liu, Jiantao Jiao, Kannan Ramchandran:
On the Value of Interaction and Function Approximation in Imitation Learning. NeurIPS 2021: 1325-1336 - Hanqing Zeng, Muhan Zhang, Yinglong Xia, Ajitesh Srivastava, Andrey Malevich, Rajgopal Kannan, Viktor K. Prasanna, Long Jin, Ren Chen:
Decoupling the Depth and Scope of Graph Neural Networks. NeurIPS 2021: 19665-19679 - Pravein Govindan Kannan, Nishant Budhdev, Raj Joshi, Mun Choon Chan:
Debugging Transient Faults in Data Centers using Synchronized Network-wide Packet Histories. NSDI 2021: 253-268 - Nived Rajaraman, Yanjun Han, Lin F. Yang, Kannan Ramchandran, Jiantao Jiao:
Provably Breaking the Quadratic Error Compounding Barrier in Imitation Learning, Optimally. CoRR abs/2102.12948 (2021) - Hongkuan Zhou, James Orme-Rogers, Rajgopal Kannan, Viktor K. Prasanna:
SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity Embeddings. CoRR abs/2109.04550 (2021) - 2020
- R. Jaya, C. S. Pillai, R. Jagadeesh Kannan:
Query optimisation with weighted fish school search in ontological database with application of bioinformatics. Int. J. Medical Eng. Informatics 12(6): 568-580 (2020) - Surendra M. Gupta, Askiner Güngör
, Kannan Govindan
, Eren Özceylan
, Can Berk Kalayci, Rajesh Piplani:
Responsible & sustainable manufacturing. Int. J. Prod. Res. 58(23): 7181-7182 (2020) - M. Auxilia
, K. Raja
, K. Kannan:
Cloud-Based Access Control Framework for Effective Role Provisioning in Business Application. Int. J. Syst. Dyn. Appl. 9(1): 63-80 (2020) - Deena G., Raja K.
, P. K. Nizar Banu, K. Kannan:
Developing the Assessment Questions Automatically to Determine the Cognitive Level of the E-Learner Using NLP Techniques. Int. J. Serv. Sci. Manag. Eng. Technol. 11(2): 95-110 (2020) - Raja K.
, Kanagavalli V. R., P. K. Nizar Banu, K. Kannan:
An Efficient Methodology for Resolving Uncertain Spatial References in Text Documents. Int. J. Serv. Sci. Manag. Eng. Technol. 11(3): 1-17 (2020) - N. Rajkumar
, E. Kannan:
Attribute-Based Collusion Resistance in Group-Based Cloud Data Sharing using LKH Model. J. Circuits Syst. Comput. 29(2): 2030001:1-2030001:17 (2020) - Rajarathinam Senthilkumar, Ramasamy Kannan Gnanamurthy:
A proposed method for the improvement in biometric facial image recognition using document-based classification. J. Supercomput. 76(6): 4476-4494 (2020) - Ankush Rai, R. Jagadeesh Kannan:
IP Traffic Modelling in Scalable Drone Network for Carrying Scalable Logistic Operations. Wirel. Pers. Commun. 113(4): 1661-1671 (2020) - Nishant Budhdev
, Raj Joshi, Pravein Govindan Kannan
, Mun Choon Chan, Tulika Mitra:
Slicing 5G fronthaul networks using programmable switches. CoNEXT 2020: 534-535 - Sariga Raj
, B. Kannan, V. P. Jagathy Raj:
Significance of Network Properties of Function Words in Author Attribution. FICTA (2) 2020: 171-181 - Jashwant Raj Gunasekaran, Prashanth Thinakaran, Nachiappan Chidambaram Nachiappan, Ram Srivatsa Kannan, Mahmut Taylan Kandemir, Chita R. Das:
Characterizing Bottlenecks in Scheduling Microservices on Serverless Platforms. ICDCS 2020: 1197-1198 - Nived Rajaraman, Lin F. Yang
, Jiantao Jiao, Kannan Ramchandran:
Toward the Fundamental Limits of Imitation Learning. NeurIPS 2020 - Yaoqing Yang, Rajiv Khanna, Yaodong Yu, Amir Gholami, Kurt Keutzer, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney:
Boundary thickness and robustness in learning models. NeurIPS 2020 - Abhinava Sadasivarao, Sharfuddin Syed, Deepak Panda, Paulo Gomes, Rajan Rao, Jonathan Buset, Loukas Paraschis, Jag Brar, Kannan Raj:
Demonstration of Extensible Threshold-Based Streaming Telemetry for Open DWDM Analytics and Verification. OFC 2020: 1-3 - Yaoqing Yang, Rajiv Khanna, Yaodong Yu, Amir Gholami, Kurt Keutzer, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney:
Boundary thickness and robustness in learning models. CoRR abs/2007.05086 (2020)