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Articles (33)
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1

Twin Neural Networks for the Classification of Large Unbalanced Datasets

Jayadeva,, Pant, Himanshu, Sharma, Mayank, Soman, Sumit

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2019

2

[IEEE 2013 IEEE Second International Conference on Image Information Processing (ICIIP) - Shimla, India (2013.12.9-2013.12.11)] 2013 IEEE Second International Conference on Image Information Processing (ICIIP-2013) - Transfer learning using adaptive SVM for image classification

Jain, Arihant, Srivastava, Siddharth, Soman, Sumit

Année:

2013

Langue:

english

Fichier:

PDF, 755 KB

english, 2013

3

High performance EEG signal classification using classifiability and the Twin SVM

Soman, Sumit, Jayadeva,

Journal:

Applied Soft Computing

Année:

2015

Langue:

english

Fichier:

PDF, 3.07 MB

english, 2015

4

Using Brain Computer Interface for Synthesized Speech Communication for the Physically Disabled

Soman, Sumit, Murthy, B.K.

Journal:

Procedia Computer Science

Année:

2015

Langue:

english

Fichier:

PDF, 451 KB

english, 2015

5

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - The MC-ELM: Learning an ELM-like network with minimum VC dimension

Jayadeva,, Soman, Sumit, Bhaya, Amit

Année:

2015

Langue:

english

Fichier:

PDF, 1.49 MB

english, 2015

6

Large-Scale Minimal Complexity Machines Using Explicit Feature Maps

Sharma, Mayank, Jayadeva,, Soman, Sumit, Pant, Himanshu

Journal:

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Année:

2017

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2017

7

[IEEE 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS) - Karlstad, Sweden (2018.6.18-2018.6.21)] 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS) - Streamlining Payment Workflows Using a Patient Wallet for Hospital Information Systems

Ranjan, Priyesh, Soman, Sumit, Ateria, Amit Kumar, K Srivastava, Praveen

Année:

2018

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2018

8

[IEEE 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) - Kanpur, India (2019.7.6-2019.7.8)] 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) - Integrating Drug Terminologies with Hospital Management Information Systems

Soman, Sumit, Ranjan, Priyesh, Cheema, Amarjeet Singh, Srivastava, Praveen K

Année:

2019

Langue:

english

Fichier:

PDF, 476 KB

english, 2019

9

[IEEE 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS) - Rochester, MN, USA (2020.7.28-2020.7.30)] 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS) - Mobile-Augmented Smart Queue Management System for Hospitals

Soman, Sumit, Rai, Sudeep, Ranjan, Priyesh, Cheema, Amarjeet Singh, Srivastava, Praveen K

Année:

2020

Fichier:

PDF, 529 KB

2020

10

[IEEE 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS) - Rochester, MN, USA (2020.7.28-2020.7.30)] 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems (CBMS) - An Online Learning Approach for Dengue Fever Classification

Srivastava, Siddharth, Soman, Sumit, Rai, Astha, Cheema, Amarjeet Singh

Année:

2020

Fichier:

PDF, 232 KB

2020

11

[IEEE 2012 IEEE International Conference on Computational Intelligence and Cybernetics (CyberneticsCom) - Bali, Indonesia (2012.07.12-2012.07.14)] 2012 IEEE International Conference on Computational Intelligence and Cybernetics (CyberneticsCom) - Detecting eye movements in EEG for controlling devices

Sen Gupta, Soumya, Soman, Sumit, Govind Raj, P., Prakash, Rishi, Sailaja, S., Borgohain, Rupam

Année:

2012

Langue:

english

Fichier:

PDF, 929 KB

english, 2012

12

[IEEE 2014 International Conference on Signal Processing and Integrated Networks (SPIN) - Noida, Delhi-NCR, India (2014.02.20-2014.02.21)] 2014 International Conference on Signal Processing and Integrated Networks (SPIN) - Improved classification of motor imagery datasets for BCI by using approximate entropy and WOSF features

Gupta, Soumya Sen, Soman, Sumit, Raj, P Govind, Prakash, Rishi

Année:

2014

Langue:

english

Fichier:

PDF, 256 KB

english, 2014

13

[IEEE 2014 3rd International Conference on Reliability, Infocom Technologies and Optimization (ICRITO) (Trends and Future Directions) - Noida, India (2014.10.8-2014.10.10)] Proceedings of 3rd International Conference on Reliability, Infocom Technologies and Optimization - Controlling an arduino robot using Brain Computer Interface

Gargava, Parth, Sindwani, Karan, Soman, Sumit

Année:

2014

Langue:

english

Fichier:

PDF, 452 KB

english, 2014

14

[ACM Press the 2015 - Madrid, Spain (2015.07.11-2015.07.15)] Proceedings of the 2015 on Genetic and Evolutionary Computation Conference - GECCO '15 - Enhancing IACO R Local Search by Mtsls1-BFGS for Continuous Global Optimization

Kumar, Udit, Jayadeva,, Soman, Sumit

Année:

2015

Langue:

english

Fichier:

PDF, 870 KB

english, 2015

15

[ACM Press the Companion Publication of the 2015 - Madrid, Spain (2015.07.11-2015.07.15)] Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference - GECCO Companion '15 - Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization

Kumar, Udit, Jayadeva,, Soman, Sumit

Année:

2015

Langue:

english

Fichier:

PDF, 755 KB

english, 2015

16

Benchmarking NLopt and state-of-the-art algorithms for continuous global optimization via

Kumar, Udit, Soman, Sumit, Jayadeva,

Journal:

Swarm and Evolutionary Computation

Année:

2015

Langue:

english

Fichier:

PDF, 1.13 MB

english, 2015

17

[IEEE 2015 17th International Conference on E-health Networking, Application & Services (HealthCom) - Boston, MA, USA (2015.10.14-2015.10.17)] 2015 17th International Conference on E-health Networking, Application & Services (HealthCom) - Unique Health Identifier for India: An algorithm and feasibility analysis on patient data

Soman, Sumit, Srivastava, Praveen, Murthy, B K

Année:

2015

Langue:

english

Fichier:

PDF, 299 KB

english, 2015

18

[IEEE 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI) - Jaipur, India (2016.9.21-2016.9.24)] 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI) - HealthAnalytic: A concept application for customizable visualization and analysis of health informatics datasets

Soman, Sumit, Kumar, Sushil, Kumar, Sujeet

Année:

2016

Langue:

english

Fichier:

PDF, 883 KB

english, 2016

19

[IEEE 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Budapest, Hungary (2016.10.9-2016.10.12)] 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Improved sEMG signal classification using the Twin SVM

Soman, Sumit, Jayadeva,, Arjunan, Sridhar, Kumar, Dinesh Kant

Année:

2016

Langue:

english

Fichier:

PDF, 1.97 MB

english, 2016

20

[ACM Press the 10th International Conference - New Delhi AA, India (2017.03.07-2017.03.09)] Proceedings of the 10th International Conference on Theory and Practice of Electronic Governance - ICEGOV '17 - Continuity of Care Document for Hospital Management Systems

Srivastava, Siddharth, Soman, Sumit, Rai, Astha, Cheema, Amarjeet, Srivastava, Praveen Kumar

Année:

2017

Langue:

english

Fichier:

PDF, 822 KB

english, 2017

21

Recent trends in neuromorphic engineering

Sumit Soman,jayadeva,Manan Suri

Journal:

Big Data Analytics

Année:

2016

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2016

22

EigenSample: A non-iterative technique for adding samples to small datasets

Jayadeva,, Soman, Sumit, Saxena, Soumya

Journal:

Applied Soft Computing

Année:

2017

Langue:

english

Fichier:

PDF, 898 KB

english, 2017

23

[IEEE 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI) - Udupi (2017.9.13-2017.9.16)] 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI) - Deep learning for health informatics: Recent trends and future directions

Srivastava, Siddharth, Soman, Sumit, Rai, Astha, Srivastava, Praveen K

Année:

2017

Langue:

english

Fichier:

PDF, 203 KB

english, 2017

24

Ultra-Sparse Classifiers Through Minimizing the VC Dimension in the Empirical Feature Space

Jayadeva,, Sharma, Mayank, Soman, Sumit, Pant, Himanshu

Journal:

Neural Processing Letters

Année:

2018

Langue:

english

Fichier:

PDF, 1.57 MB

english, 2018

25

[IEEE 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Budapest, Hungary (2016.10.9-2016.10.12)] 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - EigenAnt assisted IACOℝ for continuous global optimization

Kumar, Udit, Soman, Sumit, Jayadeva,

Année:

2016

Langue:

english

Fichier:

PDF, 631 KB

english, 2016

26

Eigen-MM: EigenAnt Modified Mtsls1 for local search

Kumar, Udit, Soman, Sumit, Jayadeva,

Journal:

Swarm and Evolutionary Computation

Année:

2018

Langue:

english

Fichier:

PDF, 936 KB

english, 2018

27

[IEEE 2018 International Joint Conference on Neural Networks (IJCNN) - Rio de Janeiro, Brazil (2018.7.8-2018.7.13)] 2018 International Joint Conference on Neural Networks (IJCNN) - Non-Mercer Large Scale Multiclass Least Squares Minimal Complexity Machines

Sharma, Mayank, Soman, Sumit, Jayadeva,, Pant, Himanshu

Année:

2018

Langue:

english

Fichier:

PDF, 225 KB

english, 2018

28

[ACM Press the ACM India Joint International Conference - Kolkata, India (2019.01.03-2019.01.05)] Proceedings of the ACM India Joint International Conference on Data Science and Management of Data - CoDS-COMAD '19 - Learning from Low Training Data using Classifiers with Derivative Constraints

Soman, Sumit, Jayadeva,

Année:

2019

Fichier:

PDF, 907 KB

2019

29

Sparsity in function and derivative approximation via the Empirical Feature Space

Soman, Sumit, Jayadeva,, Thakur, Rajat, Sharma, Mayank, Chandra, Suresh

Journal:

Information Sciences

Année:

2019

Langue:

english

Fichier:

PDF, 5.12 MB

english, 2019

30

[IEEE 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) - Kanpur, India (2019.7.6-2019.7.8)] 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) - Integrating Drug Terminologies with Hospital Management Information Systems

Soman, Sumit, Ranjan, Priyesh, Cheema, Amarjeet Singh, Srivastava, Praveen K

Année:

2019

Fichier:

PDF, 476 KB

2019

31

QMCM: Minimizing Vapnikâs Bound on the VC Dimension

Jayadeva,, Soman, Sumit, Pant, Himanshu, Sharma, Mayank

Journal:

Année:

2020

Langue:

english

Fichier:

PDF, 963 KB

english, 2020

32

A distributed architecture for hospital management systems with synchronized EHR

Soman, Sumit, Ranjan, Priyesh, Srivastava, P. K.

Journal:

CSI Transactions on ICT

Année:

2020

Fichier:

PDF, 1.21 MB

2020

33

Neurodynamical classifiers with low model complexity

Pant, Himanshu, Soman, Sumit, Jayadeva,, Bhaya, Amit

Journal:

Neural Networks

Année:

2020

Fichier:

PDF, 2.67 MB

2020