Tapas Si

According to our database, Tapas Si authored at least 39 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Automated CNN optimization using multi-objective grammatical evolution.

Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Tapas Si, Ricardo Cerri, Márcio P. Basgalupp

Appl. Soft Comput., January, 2024

Opposition-Based Chaotic Tunicate Swarm Algorithms for Global Optimization.

Tapas Si, Péricles B. C. de Miranda, Utpal Nandi, Nanda Dulal Jana, Saurav Mallik, Ujjwal Maulik, Hong Qin

IEEE Access, 2024

2023

A novel watermarking scheme for medical image using support vector machine and lifting wavelet transform.

Pabitra Pal, Partha Chowdhuri, Tapas Si

Multim. Tools Appl., November, 2023

Indian sign language recognition system using network deconvolution and spatial transformer network.

Anudyuti Ghorai, Utpal Nandi, Chiranjit Changdar, Tapas Si, Moirangthem Marjit Singh, Jyotsna Kumar Mondal

Neural Comput. Appl., October, 2023

2D MRI registration using glowworm swarm optimization with partial opposition-based learning for brain tumor progression.

Tapas Si

Pattern Anal. Appl., August, 2023

DiffMoment: an adaptive optimization technique for convolutional neural network.

Shubhankar Bhakta, Utpal Nandi, Tapas Si, Sudipta Kumar Ghosal, Chiranjit Changdar, Rajat Kumar Pal

Appl. Intell., July, 2023

A novel steganographic technique for medical image using SVM and IWT.

Partha Chowdhuri, Pabitra Pal, Tapas Si

Multim. Tools Appl., May, 2023

Segmentation of breast lesion in DCE-MRI by multi-level thresholding using sine cosine algorithm with quasi opposition-based learning.

Tapas Si, Dipak Kumar Patra, Sukumar Mondal, Prakash Mukherjee

Pattern Anal. Appl., February, 2023

Breast lesion detection from MRI images using quasi-oppositional slime mould algorithm.

Dipak Kumar Patra, Tapas Si, Sukumar Mondal, Prakash Mukherjee

Multim. Tools Appl., 2023

A novel multi-objective grammar-based framework for the generation of Convolutional Neural Networks.

Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Filipe R. Cordeiro, Tapas Si, André C. A. Nascimento, Rafael Ferreira Leite de Mello, Paulo S. G. de Mattos Neto

Expert Syst. Appl., 2023

PCOBL: A Novel Opposition-Based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems.

Tapas Si, Debolina Bhattacharya, Somen Nayak, Péricles B. C. de Miranda, Utpal Nandi, Saurav Mallik, Ujjwal Maulik, Hong Qin

IEEE Access, 2023

Performance Analysis of Student Psychology-Based Optimization for the Frequency Control of Hybrid-Power System.

Somnath Ganguly, Joyti Mudi, Vivekananda Mukherjee, Tapas Si, Saurav Mallik, Aimin Li, Amal Al-Rasheed, Mohamed Abbas, Ayman Abdulhammed

IEEE Access, 2023

2022

Breast DCE-MRI segmentation for lesion detection using Chimp Optimization Algorithm.

Tapas Si, Dipak Kumar Patra, Sukumar Mondal, Prakash Mukherjee

Expert Syst. Appl., 2022

Novel enhanced Salp Swarm Algorithms using opposition-based learning schemes for global optimization problems.

Tapas Si, Péricles B. C. de Miranda, Debolina Bhattacharya

Expert Syst. Appl., 2022

Artificial Neural Network training using metaheuristics for medical data classification: An experimental study.

Tapas Si, Jayri Bagchi, Péricles B. C. de Miranda

Expert Syst. Appl., 2022

A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification Problems.

Steffano Pereira, Péricles B. C. de Miranda, Thiago França, Carmelo J. A. Bastos Filho, Tapas Si

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems.

Péricles B. C. de Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Breast DCE-MRI segmentation for lesion detection by multi-level thresholding using student psychological based optimization.

Dipak Kumar Patra, Tapas Si, Sukumar Mondal, Prakash Mukherjee

Biomed. Signal Process. Control., 2021

Grammar-based automatic programming for medical data classification: an experimental study.

Tapas Si, Péricles B. C. de Miranda, João Victor Galdino, André C. A. Nascimento

Artif. Intell. Rev., 2021

Breast DCE-MRI Segmentation for Lesion Detection by Multilevel Thresholding Using Arithmetic Optimization Algorithm.

Dipak Kumar Patra, Tapas Si, Sukumar Mondal, Prakash Mukherjee

Proceedings of the Evolution in Computational Intelligence, 2021

A Multi-Objective Grammatical Evolution Framework to Generate Convolutional Neural Network Architectures.

Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Filipe R. Cordeiro, Tapas Si, André C. A. Nascimento, Rafael Ferreira Leite de Mello, Paulo S. G. de Mattos Neto

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Portuguese Neural Text Simplification Using Machine Translation.

Tiago Barbosa de Lima, André C. A. Nascimento, George Valença, Péricles B. C. de Miranda, Rafael Ferreira Mello, Tapas Si

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Nonlinear Regression Analysis Using Multi-Verse Optimizer.

Jayri Bagchi, Tapas Si

CoRR, 2020

Swarm Programming Using Moth-Flame Optimization and Whale Optimization Algorithms.

Tapas Si

CoRR, 2020

Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives.

Paulo S. G. de Mattos Neto, Péricles B. C. de Miranda, George D. C. Cavalcanti, Tapas Si, Filipe R. Cordeiro, Mayara Castro

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Partial Opposition-Based Particle Swarm Optimizer in Artificial Neural Network Training for Medical Data Classification.

Tapas Si, Ramkinkar Dutta

Int. J. Inf. Technol. Decis. Mak., 2019

2018

The Augmented Approach towards Equilibrated Nexus Era into the Wireless Rechargeable Sensor Network.

Ahmad Ali, Yu Ming, Sagnik Chakraborty, Saima Iram, Tapas Si

Symmetry, 2018

Segmentation of Brain MRI Using Wavelet Transform and Grammatical Bee Colony.

Tapas Si, Arunava De, Anup Kumar Bhattacharjee

J. Circuits Syst. Comput., 2018

Enhancement of RWSN Lifetime via Firework Clustering Algorithm Validated by ANN.

Ahmad Ali, Yu Ming, Tapas Si, Saima Iram, Sagnik Chakraborty

Inf., 2018

2016

MRI brain lesion segmentation using generalized opposition-based glowworm swarm optimization.

Tapas Si, Arunava De, Anup Kumar Bhattacharjee

Int. J. Wavelets Multiresolution Inf. Process., 2016

2015

Brain MRI segmentation for tumor detection via entropy maximization using Grammatical Swarm.

Tapas Si, Arunava De, Anup Kumar Bhattacharjee

Int. J. Wavelets Multiresolution Inf. Process., 2015

Grammatical Evolution Using Fireworks Algorithm.

Tapas Si

Proceedings of Fifth International Conference on Soft Computing for Problem Solving, 2015

Opposition based Particle Swarm Optimization with exploration and exploitation through gbest.

Biplab Mandal, Tapas Si

Proceedings of the 2015 International Conference on Advances in Computing, 2015

2014

Opposition Based Particle Swarm Optimizer with Ring Topology.

Tapas Si, Biplab Mandal

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2014

2013

Grammatical Bee Colony.

Tapas Si, Arunava De, Anup Kumar Bhattacharjee

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

Grammatical Swarm Based-Adaptable Velocity Update Equations in Particle Swarm Optimizer.

Tapas Si, Arunava De, Anup Kumar Bhattacharjee

Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013, 2013

2012

Particle swarm optimisation with differential mutation.

Tapas Si, Nanda Dulal Jana

Int. J. Intell. Syst. Technol. Appl., 2012

PSO-Tuned Control Parameter in Differential Evolution Algorithm.

Tapas Si, Nanda Dulal Jana, Jaya Sil

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

2011

Constrained Function Optimization Using PSO with Polynomial Mutation.

Tapas Si, Nanda Dulal Jana, Jaya Sil

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011