Tapas Si

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 30

Top Topics

Swarm Optimization

Lesion Detection

Top Venues

Expert Syst. Appl.

Multim. Tools Appl.

Publications

Tapas Si, Péricles B. C. de Miranda, Utpal Nandi, Nanda Dulal Jana, Saurav Mallik, Ujjwal Maulik, Hong Qin
Opposition-Based Chaotic Tunicate Swarm Algorithms for Global Optimization. IEEE Access 12 (2024)
Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Tapas Si, Ricardo Cerri, Márcio P. Basgalupp
Automated CNN optimization using multi-objective grammatical evolution. Appl. Soft Comput. 151 (2024)
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
A novel multi-objective grammar-based framework for the generation of Convolutional Neural Networks. Expert Syst. Appl. 212 (2023)
Somnath Ganguly, Joyti Mudi, Vivekananda Mukherjee, Tapas Si, Saurav Mallik, Aimin Li, Amal Al-Rasheed, Mohamed Abbas, Ayman Abdulhammed
Performance Analysis of Student Psychology-Based Optimization for the Frequency Control of Hybrid-Power System. IEEE Access 11 (2023)
Tapas Si, Dipak Kumar Patra, Sukumar Mondal, Prakash Mukherjee
Segmentation of breast lesion in DCE-MRI by multi-level thresholding using sine cosine algorithm with quasi opposition-based learning. Pattern Anal. Appl. 26 (1) (2023)
Shubhankar Bhakta, Utpal Nandi, Tapas Si, Sudipta Kumar Ghosal, Chiranjit Changdar, Rajat Kumar Pal
DiffMoment: an adaptive optimization technique for convolutional neural network. Appl. Intell. 53 (13) (2023)
Partha Chowdhuri, Pabitra Pal, Tapas Si
A novel steganographic technique for medical image using SVM and IWT. Multim. Tools Appl. 82 (13) (2023)
Tapas Si, Debolina Bhattacharya, Somen Nayak, Péricles B. C. de Miranda, Utpal Nandi, Saurav Mallik, Ujjwal Maulik, Hong Qin
PCOBL: A Novel Opposition-Based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems. IEEE Access 11 (2023)
Dipak Kumar Patra, Tapas Si, Sukumar Mondal, Prakash Mukherjee
Breast lesion detection from MRI images using quasi-oppositional slime mould algorithm. Multim. Tools Appl. 82 (20) (2023)
Anudyuti Ghorai, Utpal Nandi, Chiranjit Changdar, Tapas Si, Moirangthem Marjit Singh, Jyotsna Kumar Mondal
Indian sign language recognition system using network deconvolution and spatial transformer network. Neural Comput. Appl. 35 (28) (2023)
Pabitra Pal, Partha Chowdhuri, Tapas Si
A novel watermarking scheme for medical image using support vector machine and lifting wavelet transform. Multim. Tools Appl. 82 (26) (2023)
Tapas Si
2D MRI registration using glowworm swarm optimization with partial opposition-based learning for brain tumor progression. Pattern Anal. Appl. 26 (3) (2023)
Tapas Si, Péricles B. C. de Miranda, Debolina Bhattacharya
Novel enhanced Salp Swarm Algorithms using opposition-based learning schemes for global optimization problems. Expert Syst. Appl. 207 (2022)
Péricles B. C. de Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si
Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. CEC (2022)
Tapas Si, Jayri Bagchi, Péricles B. C. de Miranda
Artificial Neural Network training using metaheuristics for medical data classification: An experimental study. Expert Syst. Appl. 193 (2022)
Steffano Pereira, Péricles B. C. de Miranda, Thiago França, Carmelo J. A. Bastos Filho, Tapas Si
A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification Problems. LA-CCI (2022)
Tapas Si, Dipak Kumar Patra, Sukumar Mondal, Prakash Mukherjee
Breast DCE-MRI segmentation for lesion detection using Chimp Optimization Algorithm. Expert Syst. Appl. 204 (2022)
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
A Multi-Objective Grammatical Evolution Framework to Generate Convolutional Neural Network Architectures. CEC (2021)
Dipak Kumar Patra, Tapas Si, Sukumar Mondal, Prakash Mukherjee
Breast DCE-MRI Segmentation for Lesion Detection by Multilevel Thresholding Using Arithmetic Optimization Algorithm. FICTA (2) (2021)
Tiago B. de Lima, André C. A. Nascimento, George Valença, Péricles B. C. de Miranda, Rafael Ferreira Mello, Tapas Si
Portuguese Neural Text Simplification Using Machine Translation. BRACIS (2) (2021)
Tapas Si, Péricles B. C. de Miranda, João Victor Galdino, André C. A. Nascimento
Grammar-based automatic programming for medical data classification: an experimental study. Artif. Intell. Rev. 54 (6) (2021)
Dipak Kumar Patra, Tapas Si, Sukumar Mondal, Prakash Mukherjee
Breast DCE-MRI segmentation for lesion detection by multi-level thresholding using student psychological based optimization. Biomed. Signal Process. Control. 69 (2021)
Jayri Bagchi, Tapas Si
Nonlinear Regression Analysis Using Multi-Verse Optimizer. CoRR (2020)
Paulo S. G. de Mattos Neto, Péricles B. C. de Miranda, George D. C. Cavalcanti, Tapas Si, Filipe R. Cordeiro, Mayara Castro
Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives. CEC (2020)
Tapas Si
Swarm Programming Using Moth-Flame Optimization and Whale Optimization Algorithms. CoRR (2020)
Tapas Si, Ramkinkar Dutta
Partial Opposition-Based Particle Swarm Optimizer in Artificial Neural Network Training for Medical Data Classification. Int. J. Inf. Technol. Decis. Mak. 18 (5) (2019)
Ahmad Ali, Yu Ming, Sagnik Chakraborty, Saima Iram, Tapas Si
The Augmented Approach towards Equilibrated Nexus Era into the Wireless Rechargeable Sensor Network. Symmetry 10 (11) (2018)
Tapas Si, Arunava De, Anup Kumar Bhattacharjee
Segmentation of Brain MRI Using Wavelet Transform and Grammatical Bee Colony. J. Circuits Syst. Comput. 27 (7) (2018)
Ahmad Ali, Yu Ming, Tapas Si, Saima Iram, Sagnik Chakraborty
Enhancement of RWSN Lifetime via Firework Clustering Algorithm Validated by ANN. Inf. 9 (3) (2018)
Tapas Si, Arunava De, Anup Kumar Bhattacharjee
MRI brain lesion segmentation using generalized opposition-based glowworm swarm optimization. Int. J. Wavelets Multiresolution Inf. Process. 14 (5) (2016)
Biplab Mandal, Tapas Si
Opposition based Particle Swarm Optimization with exploration and exploitation through gbest. ICACCI (2015)
Tapas Si, Arunava De, Anup Kumar Bhattacharjee
Brain MRI segmentation for tumor detection via entropy maximization using Grammatical Swarm. Int. J. Wavelets Multiresolution Inf. Process. 13 (5) (2015)
Tapas Si
Grammatical Evolution Using Fireworks Algorithm. SocProS (1) (2015)
Tapas Si, Biplab Mandal
Opposition Based Particle Swarm Optimizer with Ring Topology. SEMCCO (2014)
Tapas Si, Arunava De, Anup Kumar Bhattacharjee
Grammatical Swarm Based-Adaptable Velocity Update Equations in Particle Swarm Optimizer. FICTA (2013)
Tapas Si, Arunava De, Anup Kumar Bhattacharjee
Grammatical Bee Colony. SEMCCO (1) (2013)
Tapas Si, Nanda Dulal Jana
Particle swarm optimisation with differential mutation. Int. J. Intell. Syst. Technol. Appl. 11 (3/4) (2012)
Tapas Si, Nanda Dulal Jana, Jaya Sil
PSO-Tuned Control Parameter in Differential Evolution Algorithm. SEMCCO (2012)
Tapas Si, Nanda Dulal Jana, Jaya Sil
Constrained Function Optimization Using PSO with Polynomial Mutation. SEMCCO (1) (2011)