|
Publication
|
Papers Published in SCI indexed Journals
- Bhagat Singh Raghuwanshi, Sanyam Shukla, “Class-specific extreme learning machine for handling binary class imbalance problem”,Neural Networks,Volume 105, Pages 206-217, 2018.
- Sukirty Jain, Mona Singhal, Sanyam Shukla, “Comments on `Traffic Sign Recognition Using Kernel Extreme Learning Machines With Deep Perceptual Features”, IEEE Transactions on Intelligent Transportation Systems,volume\issue 99, pages. 1-3, 2018
- Bhagat Singh Raghuwanshi, Sanyam Shukla, “UnderBagging based reduced Kernelized weighted extreme learning machine for class imbalance learning”,Engineering Applications of Artificial Intelligence, Volume 74, Pages 252-270, 2018
- Sukirty Jain, Sanyam Shukla, Rajesh Wadhvani, “Dynamic selection of normalization techniques using data complexity measures”, Expert Systems with Applications, Volume 106, Pages 252-262, 2018
- Bhagat Singh Raghuwanshi, Sanyam Shukla, “Class-specific cost-sensitive boosting weighted ELM for class imbalance learning”,Springer. Memetic Comp.,pages. 1-21, 2018
- Sanyam Shukla, Ram Narayan Yadav, “Regularized Weighted Circular Complex-Valued Extreme Learning Machine for Imbalanced Learning”IEEE Access, volume. 3, pages. 3048-3057, 2015
- Bhagat Singh Raghuwanshi, Sanyam Shukla, "Class-specific kernelized extreme learning machine for handling binary class imbalance problem," Applied Soft Computing.(Accepted with minor revision) 2018
Papers Published in IEEE conferences
- Sukirty Jain, Sanyam Shukla, Bhagat Singh Raghuwanshi, “Analysis of ordering based ensemble pruning techniques for Voting based Extreme Learning Machine”, 2018 Students Conference on Electrical, Electronics and Computer Sciences (SCEECS ), pages. --, 2018
- Mona Singhal, Sanyam Shukla, Bhagat Singh Raghuwanshi, “Voting based Extreme learning Machine with Spectral Coefficient Pruning for binary Classification”, 2018 Students Conference on Electrical, Electronics and Computer Sciences (SCEECS), pages. --, 2018
- Sukirty Jain,, Sanyam Shukla, “A Reduced KELM model using DBSCAN Clustering algorithm for centroid selection”, 2018 5th International Conference on Signal Processing and Integrated Networks (SPIN), Noida, pages. --, 2018.
- Mona Singhal, Sanyam Shukla, “Centroid Selection in Kernel Extreme Learning Machine using K-means”, 2018 5th International Conference on Signal Processing and Integrated Networks (SPIN), Noida, pages. --, 2018.
- Sanyam Shukla, Ram Narayan Yadav, Lokesh Naktode, “Correlation Based Extreme Learning Machine”, 2016 9th International Conference on Developments in eSystems Engineering (DeSE), pages. 268-272,2016
- Shivani Samdani, Sanyam Shukla, “A novel technique for converting nominal attributes to numeric attributes for intrusion detection”2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT), pages. 1-5, 2017
- Sanyam Shukla, Jivitesh Sharma, Shankul Khare, Sammrudhi Kochkar, Vanya Dharni,“A novel sparse ensemble pruning algorithm using a new diversity measure” 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), pages. 1-4, 2015
- Sanyam Shukla, Ram Narayan Yadav, “Voting based Extreme learning machine with entropy based ensemble pruning”, 2015 International Conference on Cognitive Computing and Information Processing (CCIP), pages. 1-6, 2015
- Sanjay Yadav, Sanyam Shukla, “Analysis of k-Fold Cross-Validation over Hold-Out Validation on Colossal Datasets for Quality Classification”2016 IEEE 6th International Conference on Advanced Computing (IACC), pages. 78-83, 2016
- Sanyam Shukla, Ram Narayan Yadav, Jivitesah Sharma, Shankul Khare, “Analysis of statistical features for fault detection in ball bearing“, pages.1-7, 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), 2015
|
