Publications

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280 entries « 2 of 6 »

2018

51.

Raseena, K T; Ghosh, Prasanta Kumar

Robust heart rate estimation from facial video based on a maximum likelihood formulation using multiple spectral peaks exploiting heart rate variability Journal Article Forthcoming

Biomedical Signal Processing and Control, Forthcoming.

BibTeX | Tags: Student Research Grant

52.

Prasanth, V; Parekhji, Rubin; Amrutur, Bharadwaj

Safety analysis for integrated circuits in the context of hybrid systems Conference

Proceedings of the 2017 International Test Conference (ITC), 31.10.-02.11.17, Fort Worth (USA), 2018.

Abstract | BibTeX | Tags: Electrical Communications Engineering | Links:

53.

Maiya, Shishira R; Babu, Sudharshan Chandra

Slum segmentation and change detection: A deep learning approach Journal Article

arXiv: Computer Science, 2018.

Abstract | BibTeX | Tags: Machine Learning | Links:

54.

Harshitha, S K; Harkar, Shalini; Joge, Shubham; Mishra, Ayushi; Zafal, Amith; Singh, Varsha; Varma, Manoj

Spatial awareness of a bacterial swarm Journal Article

arXiv: Physics, 2018.

Abstract | BibTeX | Tags: Robot swarms | Links:

55.

Suran, Swathi; Balasubramanian, Krishna; Raghavan, Srinivasan; Varma, Manoj

Spatially resolved observation of water transport across nanomembranes using bright-field nanoscopy Journal Article

Applied Physics Letters, 113 (4), pp. 043701:1-5, 2018.

Abstract | BibTeX | Tags: Sensing and Actuation Systems | Links:

56.

Ramaswamy, Arunselvan; Bhatnagar, Shalabh

Stability of stochastic approximations with 'controlled Markov' noise and temporal difference learning Journal Article

IEEE Transactions on Automatic Control, 2018.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

57.

Kundu, Atreyee

Stabilizing switched nonlinear systems under restricted switching Conference

Proceedings of the 21st International Conference on Hybrid Systems: Computation and Control (HSCC), 11.-13.04.18, Porto (Portugal), 2018.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

58.

Yaji, Vinayaka G; Bhatnagar, Shalabh

Stochastic recursive inclusions with non-additive iterate-dependent Markov noise Journal Article

Stochastics. An International Journal of Probability and Stochastic Processes, 90 (3), pp. 330-363, 2018.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

59.

Karthik, Girija Ramesan; Ghosh, Prasanta Kumar

Subband selection for binaural speech source localization Conference

Proceedings of the 18th Annual Conference of the International Speech Communication Association (INTERSPEECH): Situated Interaction, 20.-24.08.17, Stockholm (Sweden), 2018.

Abstract | BibTeX | Tags: Student Research Grant | Links:

60.

Kumar, Navneet; Arakeri, Jaywant H

Sustained high evaporation rates from porous media consisting of packed circular rods Journal Article

International Journal of Thermal Sciences, 133 , pp. 299-306, 2018.

Abstract | BibTeX | Tags: Student Research Grant | Links:

61.

Kadavankandy, Arun; Avrachenkov, Konstantin; Cottatellucci, Laura; Sundaresan, Rajesh

The power of side-information in subgraph detection Journal Article

IEEE Transactions on Signal Processing, 66 (7), pp. 1905-1919, 2018.

Abstract | BibTeX | Tags: Electrical Communications Engineering | Links:

62.

Simmhan, Yogesh; Ravindra, Pushkara; Chaturvedi, Shilpa; Hedge, Malati; Ballamajalu, Rashmi

Towards a data‐driven IoT software architecture for Smart City utilities Journal Article

Software: Practice and Experience, 48 (7), pp. 1390-1416, 2018.

Abstract | BibTeX | Tags: Smart City | Links:

63.

Kumar, Sandeep; Gopinath, K; Rocchi, Laura; Sukumar, Poorna Talked; Kulkarni, Suyameendra; Sampath, Jayanth

Towards a portable human gait analysis and monitoring system Conference

Proceedings of the 2018 International Conference on Signals and Systems (ICSigSys), 01.-03.05.18, Bali (Indonesia), 2018.

Abstract | BibTeX | Tags: Sensor System for Monitoring Stroke Patients in Rehabilitation | Links:

64.

Karmakar, Prasenjit; Bhatnagar, Shalabh

Two time-scale stochastic approximation with controlled Markov noise and off-policy temporal difference learning Journal Article

Mathematics of Operations Research, 43 (1), pp. 130-151, 2018.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

65.

Karthika, P S; Aparna, P M; Verma, Ashish

Understanding crowd dynamics at Ghat regions during world's largest mass religious gathering, Kumbh Mela Journal Article

International Journal of Disaster Risk Reduction, 31 , pp. 918-925, 2018.

Abstract | BibTeX | Tags: The Kumbh Mela Experiment | Links:

2017

66.

Sekuboyina, Anjany Kumar; Devarakonda, Surya Teja; Seelamantula, Chandra Sekhar

A convolutional neural network approach for abnormality detection in wireless capsule endoscopy Conference

Proceedings of the 2017 IEEE International Symposium on Biomedical Imaging, 18.-21.04.2017, Melbourne (Australia), 2017.

Abstract | BibTeX | Tags: Cyber Surgery and Remote Patient Care | Links:

67.

Bhargava, Srivatsa; Gorur, Pushkar; Amrutur, Bharadwaj

A distributed object detector-tracker aided video encoder for smart camera networks Conference

Proceedings of the 11th International Conference on Distributed Smart Cameras (ICDSC), 05.-07.09.17, Stanford (USA), 2017.

Abstract | BibTeX | Tags: Efficient architectures and algorithms for distributed video analytics for Smart Cities | Links:

68.

Ramaswamy, Arunselvan; Bhatnagar, Shalabh

A generalization of the Borkar-Meyn theorem for stochastic recursive inclusions Journal Article

Mathematics of Operations Research, 42 (3), pp. 648-661, 2017.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

69.

Rathod, Nihesh; Subramanian, Renu; Sundaresan, Rajesh

A GIS- and measurement-aided framework for placement of relays in a heterogeneous propagation environment Presentation

08.01.2017.

BibTeX | Tags: Design of large-scale IoT networks, IISc Smart Campus

70.

Dindokar, Ravikant; Choudhury, Neel; Simmhan, Yogesh

A meta-graph approach to analyze subgraph-centric distributed programming models Conference

Proceedings of the 2016 IEEE International Conference on Big Data, 05.-08.12.16, Washington (USA), 2017.

Abstract | BibTeX | Tags: IISc Smart Campus | Links:

71.

Joseph, Ajin George; Bhatnagar, Shalabh

A model based search method for prediction in model-free Markov decision process Conference

Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN), 14.-19.05.17, Anchorage (USA), 2017.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

72.

Gayarthi, H; Aparna, P M; Verma, Ashish

A review of studies on understanding crowd dynamics in the context of crowd safety in mass religious gatherings Journal Article

International Journal of Disaster Risk Reduction, 2017.

Abstract | BibTeX | Tags: The Kumbh Mela Experiment | Links:

73.

Lakshminarayanan, Chandrashekar; Bhatnagar, Shalabh

A stability criterion for two-timescale stochastic approximation schemes Journal Article

Automatica, 79 , pp. 108-114, 2017.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

74.

Diddigi, Raghuram Bharadwaj; Reddy, Sai Koti D; Narayanam, Krishnasuri; Bhatnagar, Shalabh

A unified decision making framework for supply and demand management in microgrid networks Journal Article

arXiv: Computer Science, 2017.

Abstract | BibTeX | Tags: Smart Grid | Links:

75.

Prashanth, L A; Bhatnagar, Shalabh; Fu, Michael; Marcus, Steve

Adaptive system optimization using random directions stochastic approximation Journal Article

IEEE Transactions on Automatic Control, 62 (5), pp. 2223-2238, 2017.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

76.

Joseph, Ajin George; Bhatnagar, Shalabh

An incremental fast policy search using a single sample path Conference

Proceedings of the 7th International Conference on Pattern Recognition and Machine Intelligence (PReMI), 05.-08.12.17, Kolkata (India), Lecture Notes in Computer Science 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

77.

Amrutur, Bharadwaj; Rajaraman, Vasanth; Acharya, Srikrishna; Ramesh, Rakshit; Joglekar, Ashish; Sharma, Abhay; Simmhan, Yogesh; Lele, Abhijit; Mahesh, Ashwin; Sankaran, Sathya

An open Smart City IoT test bed: Street light poles as Smart City spines Conference

Proceedings of the 2nd International Conference on Internet-of-Things Design and Implementation (IoTDI), 18.-21.04.17, Pittsburgh (USA), 2017.

Abstract | BibTeX | Tags: Smart City | Links:

78.

Ramaswamy, Arunselvan; Bhatnagar, Shalabh

Analysis of gradient descent methods with non-diminishing bounded errors Journal Article

IEEE Transactions on Automatic Control, 2017.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

79.

Shyam, Pranav; Gupta, Shubham; Dukkipati, Ambedkar

Attentive recurrent comparators Conference

Proceedings of the 34th International Conference on Machine Learning (ICML 2017), 06.-11.08.17, Sydney (Australia), 70 , 2017.

Abstract | BibTeX | Tags: CyberGut: A Bio-CPS approach to understand gut biology | Links:

80.

Krishnaswamy, S; Akhil, P T; Arapostathis, A; Shakkottai, S; Sundaresan, Rajesh

Augmenting max-weight with explicit learning for wireless scheduling with switching costs Conference

Proceedings of the 2017 IEEE International Conference on Computer Communications (INFOCOM), 01.-04.05.17, Atlanta (USA), 2017.

Abstract | BibTeX | Tags: Design of large-scale IoT networks | Links:

81.

Srinivasan, Rajesh; Umesh, Sharath; Murali, Swetha; Asokan, Sundarrajan; Gorthi, Sai Siva

Bare Fiber Bragg grating immunosensor for real‐time detection of Escherichia coli bacteria Journal Article

Journal of Biophotonics, 10 (2), pp. 224-230, 2017.

Abstract | BibTeX | Tags: Development of a Smart Camera Based Optofluidic Microscope for Malaria Detection | Links:

82.

Kadavankandy, Arun; Avrachenkov, Konstantin; Cottatellucci, Laura; Sundaresan, Rajesh

Belief propagation for subgraph detection with imperfect side-information Conference

Proceedings of the 2017 IEEE International Symposium on Information Theory (ISIT), 25.-30.06.17, Aachen (Germany), 2017.

Abstract | BibTeX | Tags: Electrical Communications Engineering | Links:

83.

Shukla, Anshu; Simmhan, Yogesh

Benchmarking distributed stream processing platforms for IoT applications Journal Article

Proceedings of the 8th TPC Technology Conference on Performance Evaluation and Benchmarking (TPCTC), 05.-09.09.16, New Delhi, 2017.

Abstract | BibTeX | Tags: IISc Smart Campus | Links:

84.

Joseph, Ajin George; Bhatnagar, Shalabh

Bounds for off-policy prediction in reinforcement learning Conference

Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN), 14.-19.05.17, Anchorage (USA), 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

85.

Chaturvedi, Shilpa; Tyagi, Sahil; Simmhan, Yogesh

Collaborative reuse of streaming dataflows in IoT applications Conference

Proceedings of the 13th International Conference on e-Science, 24.-27.10.17, Auckland (New Zealand), 2017.

Abstract | BibTeX | Tags: Smart City | Links:

86.

Anjana, G R; Kumar, Mohan M S; Amrutur, Bharadwaj

Comparison of different controllers for equitable water supply in water networks Conference

Proceedings of the 15th International Computing & Control for the Water Industry Conference (CCWI), 05.-07.09.17, Sheffield (UK), 2017.

Abstract | BibTeX | Tags: | Links:

87.

Sharma, Abhay; Murthy, Chandra R

Computationally tractable algorithms for finding a subset of non-defective items from a large population Journal Article

IEEE Transactions on Information Theory, 63 (11), pp. 7149-7165, 2017.

Abstract | BibTeX | Tags: Sensing and Actuation Systems | Links:

88.

Madhusudanan, N; Gurumoorthy, B; Chakrabarti, Amaresh

Context of text: Concepts for recognizing context of acquired knowledge from documents Conference

Proceedings of the 2017 International Conference on Product Lifecycle Management (PLM), 10.-12.07.17, Seville (Spain), 2017.

Abstract | BibTeX | Tags: Electrical Communications Engineering | Links:

89.

Varshney, Prateeksha; Simmhan, Yogesh

Demystifying fog computing: Characterizing architectures, applications and abstractions Conference

Proceedings of the 1st International Conference on Fog and Edge Computing (ICFEC), 14.-15.05.17, Madrid (Spain), 2017.

Abstract | BibTeX | Tags: Smart City | Links:

90.

Sasikumar, Harish; Varma, Manoj

Detection limit for optically sensing specific protein interactions in free-solution Journal Article

arXiv: Physics, 2017.

Abstract | BibTeX | Tags: Smart phone interferometer | Links:

91.

Sundaresan, Rajesh

Developing a framework for using electricity consumption data to drive energy efficiency in the residential sector Technical Report

2017.

BibTeX | Tags: Developing a framework for using electricity consumption data to drive energy efficiency in the residential sector | Links:

92.

Gupta, Garima; Kallatt, Sangeeth; Majumdar, Kausik

Direct observation of giant binding energy modulation of exciton complexes in monolayer MoSe2 Journal Article

Physical Review B, 96 (8), pp. 081403:1-5, 2017.

Abstract | BibTeX | Tags: Photonics | Links:

93.

Bora, Ashish; Borkar, Vivek S; Garg, Dinesh; Sundaresan, Rajesh

Edge conductance estimation using MCMC Conference

Proceedings of the 54th Annual Allerton Conference on Communication, Control, and Computing, 27.-30.09.16, Monticello (USA), 2017.

Abstract | BibTeX | Tags: Developing a framework for using electricity consumption data to drive energy efficiency in the residential sector | Links:

94.

Shivashankar, Nithin; Natarajan, Vijay

Efficient software for programmable visual analysis using Morse-Smale complexes Conference

Proceedings of the 2015 Conference on Topological Methods in Data Analysis and Visualisation (TopoInVis), 20.-22.05.15, Annweiler (Germany) , 2017.

Abstract | BibTeX | Tags: Cyber Surgery and Remote Patient Care | Links:

95.

Khandelwal, T; Rajwanshi, K; Bharadwaj, P; Garani, S S; Sundaresan, Rajesh

Exploiting appliance state constraints to improve appliance state detection Conference

Proceedings of the 8th ACM International Conference on Future Energy Systems (ACM eEnergy), 16.-19.05.17, Hong Kong (China), (111-120), 2017.

Abstract | BibTeX | Tags: Developing a framework for using electricity consumption data to drive energy efficiency in the residential sector | Links:

96.

Sasikumar, Harish; Varma, Manoj

Exploiting transient phenomena for imaging with breath figures Journal Article

Applied Physics Letters, 110 (7), pp. 071602:1-5, 2017.

Abstract | BibTeX | Tags: Smart phone interferometer | Links:

97.

Umesh, Sharath; Kumar, Resmi Ravi; Pant, Shweta; Asokan, Sundarrajan

Fiber Bragg Grating based two-dimensional accelerometer Conference

Proceedings of the 2015 International Conference on Smart Sensors and Systems (IC-SSS), 21.-23.12.15, Bangalore, 2017.

Abstract | BibTeX | Tags: Fiber Bragg Grating Sensors for Distributed Bio-Chemical Sensing | Links:

98.

Chetana, K; Prasad, Arudi Guru S; Omkar, Subbarama N; Asokan, Sundarrajan

Fiber bragg grating sensor based device for simultaneous measurement of respiratory and cardiac activities Journal Article

Journal of Biophotonics, 10 (2), pp. 278-285, 2017.

Abstract | BibTeX | Tags: Fiber Bragg Grating Sensors for Distributed Bio-Chemical Sensing | Links:

99.

Vinerbi, Lorenzo; Babu, Arun

Framework for automation of hazard log management on large critical projects Book Chapter

Bondavalli, Andrea; Branca, Francesco (Ed.): Certifications of Critical Systems – The CECRIS Experience, Chapter 5, pp. 103-115, River Publishers, 2017, ISBN: 9788793519565.

Abstract | BibTeX | Tags: Electrical Communications Engineering | Links:

100.

Chandramouli, K; Prabuchandran, K J; Reddy, Sai Koti D; Bhatnagar, Shalabh

Generalized deterministic perturbations for stochastic gradient search Journal Article

arXiv: Computer Science, 2017.

Abstract | BibTeX | Tags: Control and Optimisation | Links:

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