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200 entries « 1 of 4 »

2018

1.

George, Jude Baby; Abraham, Grace; Rashid, Zubin; Amrutur, Bharadwaj; Sikdar, Sujit

Random neuronal ensembles can inherently do context dependent coarse conjunctive encoding of input stimulus without any specific training Journal Article Forthcoming

Nature Scientific Reports, Forthcoming.

BibTeX | Tags: Systems Engineering

2017

2.

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, Health | Links:

3.

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, Modeling and Simulation and Analytics | Links:

4.

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 and Policy | Links:

5.

Rathod, Nihesh; Subramanian, Renu; Sundaresan, Rajesh

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

Proceedings of the 9th International Conference on Communication Systems and Networks (COMSNETS), 04.-08.01.17, Bangalore, Forthcoming.

BibTeX | Tags: Design of large-scale IoT networks, Smart Campus Water Management: Closing the IoT Loop from Network to Knowledge

6.

Lakshminarayanan, Chandrashekar; Bhatnagar, Shalabh; Szepesvári, Csaba

A linearly relaxed approximate linear program for Markov decision processes Journal Article

IEEE Transactions on Automatic Control, pp. 1-8, 2017.

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

7.

Kollimada, Somanna A; Khan, Sambuddha; Balakrishna, Sreenath; Raju, Shilpa; Matad, Suma; Ananthasuresh, G K

A micro-mechanical compliant device for individual cell-stretching, compression, and in-situ force-measurement Conference

Proceedings of the 2017 International Conference on Manipulation, Automation and Robotics at Small Scales (MARSS), 17.-21.07.17, Montreal (Canada), 2017.

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

8.

Kollimada, Somanna; Balakrishnan, Sreenath; Malhi, Charanjeet K; Raju, Shilpa R; Suma, M S; Das, Saumitra; Ananthasuresh, G K

A micro-mechanical device for in-situ stretching of single cells cultured on it Journal Article

Journal of Micro-Bio Robotics, 13 (1-4), pp. 27-37, 2017.

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

9.

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 and Policy | Links:

10.

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:

11.

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 and Policy | Links:

12.

Bhatnagar, Shalabh; Patel, Sanjeev; Karmeshu,

A stochastic approximation approach to active queue management Journal Article

Telecommunication Systems, pp. 1-16, 2017.

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

13.

Karmeshu, ; Patel, Sanjeev; Bhatnagar, Shalabh

Adaptive mean queue size and its rate of change: Queue management with random dropping Journal Article

Telecommunication Systems, 65 (2), pp. 281-295, 2017.

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

14.

A., Prashanth L; 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 and Policy | Links:

15.

Thirumulanathan, D; Vinay, H; Bhashyam, Srikrishna; Sundaresan, Rajesh

Almost budget balanced mechanisms with scalar bids for allocation of a divisible good Journal Article

European Journal of Operational Research, 262 (3), pp. 1196-1207, 2017.

Abstract | BibTeX | Tags: Modeling and Simulation and Analytics | Links:

16.

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:

17.

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 test bed, Systems Engineering | Links:

18.

Ramaswamy, A; 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 and Policy | Links:

19.

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:

20.

Krishnaswamy, S; P.T., Akhil; 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:

21.

Mitra, Adway; Biswas, Soma; Bhattacharyya, Chiranjib

Bayesian modeling of temporal coherence in videos for entity discovery and summarization Journal Article

IEEE Transactions on Pattern Analysis and Machine Intelligence, 39 (3), pp. 430-443, 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

22.

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: Modeling and Simulation and Analytics | Links:

23.

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: Control and Optimisation and Policy, Machine Learning | Links:

24.

Panahi, Ashkan; Dubhashi, Devdatt; Johansson, Fredrik D; Bhattacharyya, Chiranjib

Clustering by sum of norms: Stochastic incremental algorithm, convergence and cluster recovery Conference

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

Abstract | BibTeX | Tags: Machine Learning | Links:

25.

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: Water | Links:

26.

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:

27.

Tholpadi, Goutham; Bhattacharyya, Chiranjib; Shevade, Shirish K

Corpus-based translation induction in Indian languages using auxiliary language corpora from Wikipedia Journal Article

ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 16 (3), pp. 20:01-20:25, 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

28.

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, Energy | Links:

29.

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:

30.

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:

31.

Vinerbi, Lorenzo; Babu, Arun

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

Bondavalli, Andrea; Branca, Francesco (Ed.): Chapter 5, pp. 103-115, River Publishers, 2017, ISBN: 9788793519565.

Abstract | BibTeX | Tags: Systems Engineering | Links:

32.

Sankaran, Raman; Bach, Francis R; Bhattacharyya, Chiranjib

Identifying groups of strongly correlated variables through smoothed ordered weighted L1-norms Journal Article

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS), 20.-22.04.17, Fort Lauderdale (USA), pp. 1123-1131, 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

33.

Chakrabortty, Tuhin; Varma, Manoj

Inferring existence of physical feedback mechanisms from short-lived synchronization events in complex systems Conference Forthcoming

Proceedings of the 2017 Conference on Complex Systems, 17.-22.09.17, Cancun (Mexico), Forthcoming.

BibTeX | Tags: Sensing and Actuation Systems

34.

Prasad, Oppili; Jha, Prateek; Pillai, Sreelal; Prasad, Mandya; Amrutur, Bharadwaj; Sambandan, Sanjiv

Interconnects on elastomers: Optimizing for stretchability, speed and layout area Journal Article

Flexible and Printed Electronics, 2 (4), 2017.

Abstract | BibTeX | Tags: Systems Engineering | Links:

35.

Vaidhiyan, Nidhin K; Arun, S P; Sundaresan, Rajesh

Neural dissimilarity indices that predict oddball detection in behaviour Journal Article

IEEE Transactions on Information Theory, 63 (8), pp. 4778-4796, 2017.

Abstract | BibTeX | Tags: Modeling and Simulation and Analytics | Links:

36.

Heemels, Maurice; Kundu, Atreyee; Daafouz, Jamal

On Lyapunov-Metzler inequalities and S-Procedure characterizations for the stabilization of switched linear systems Journal Article

IEEE Transactions on Automatic Control, 62 (9), pp. 4593-4597, 2017.

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

37.

Pahal, Suman; Gakhar, Ruchi; Raichur, Ashok M; Varma, Manoj

Polyelectrolyte multilayers for bio-applications: Recent advancements Journal Article

IET Nanobiotechnology, 11 (8), pp. 903-908, 2017.

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

38.

Lakshmanan, K; Bhatnagar, Shalabh

Quasi-Newton smoothed functional algorithms for unconstrained and constrianed simulation optimization Journal Article

Computational Optimization and Applications, 66 (3), pp. 533-556, 2017.

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

39.

Prasanth, V; Parekhji, Rubin; Amrutur, Bharadwaj

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

International Test Conference (ITC 2017), 31.10.-02.11.17, Fort Worth (USA), Forthcoming.

BibTeX | Tags: Systems Engineering

40.

Kumar, Sandeep; Padakandla, Sindhu; L., Chandrashekar; Parihar, Priyank; Gopinath, K; Bhatnagar, Shalabh

Scalable performance tuning of Hadoop MapReduce: A noisy gradient approach Conference

Proceedings of the 10th IEEE International Conference on Cloud Computing (CLOUD), 25.-30.06.17, Honolulu (USA), 2017.

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

41.

Sharma, Abhay; Acharya, Srikrishna; Rajaraman, Vasanth; Ramesh, Rakshit; Babu, Arun; Amrutur, Bharadwaj

Schemas for IoT interoperability for Smart Cities Conference Forthcoming

Proceedings of the 15th ACM Conference on Embedded Networked Sensor Systems, 05.-09.11.17, Delft (The Netherlands), Forthcoming.

Abstract | BibTeX | Tags: Smart City test bed, Systems Engineering

42.

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

Social intelligence in Pseudomonas Aeruginosa Conference Forthcoming

Proceedings of the 2017 Conference on Complex Systems, 17.-22.09.17, Cancun (Mexico), Forthcoming.

BibTeX | Tags: Development of chemotactic robots, Sensing and Actuation Systems, Understanding swarming and collective motion in bacterial populations

43.

Dhakad, Lucky; Das, Mrinal; Bhattacharyya, Chiranjib; Datta, Samik; Kale, Mihir; Mehta, Vivek

SOPER: Discovering the influence of fashion and the many faces of user from session logs using stick breaking process Conference

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM), 06.-10.11.17, Singapore (Singapore), 2017.

Abstract | BibTeX | Tags: Machine Learning | Links:

44.

Kundu, Atreyee; Daafouz, Jamal; Heemels, Maurice

Stabilization of discrete-time switched linear systems: Lyapunov-Metzler inequalities versus S-procedure characterizations Conference

Proceedings of the 20th World Congress of the International Federation of Automatic Control (IFAC 2017), 09.-14.07.17, Toulouse (France), 50 (1), 2017.

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

45.

Kundu, Atreyee; Chatterjee, Debasish

Stabilizing switching signals: A transition from point-wise to asymptotic conditions Journal Article

Systems & Control Letters, 106 , pp. 16-23, 2017.

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

46.

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 , pp. 1-34, 2017.

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

47.

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

Swarming in Pseudomonas Aeruginosa : Global optimisation from local interaction Conference Forthcoming

Proceedings of the 12th Physics of Living Matter Symposium (PLM), 14.-15.09.17, Cambridge (UK), Forthcoming.

BibTeX | Tags: Development of chemotactic robots, Understanding swarming and collective motion in bacterial populations

48.

Babu, Arun; Branca, Francesco; Bondavalli, Andrea; Ceccare, Andrea

SYSML-UML like modeling environment based on Google Blockly customization Book Chapter

Bondavalli, Andrea; Branca, Francesco (Ed.): Chapter 3, pp. 65-79, River Publishers, 2017, ISBN: 9788793519565.

Abstract | BibTeX | Tags: Systems Engineering | Links:

49.

Prakash, Praneeth; Varma, Manoj

Trapping/Pinning of colloidal microspheres over glass substrate using surface features Journal Article

Nature: Scientific Reports, 7 , 2017.

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

50.

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: Articles in Advance, pp. 1-22, 2017.

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

200 entries « 1 of 4 »