Rituparna Datta

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Document Summarization

Multiobjective Genetic Algorithm

Constraint Handling

Top Venues

GECCO (Companion)

Expert Syst. Appl.

Publications

Akkarapakam Suneesh Jacob, Rituparna Datta
Automatic Computation for Robot Design (ACRoD): A Python package for numerical calculation of Jacobian of a robot at a given configuration around a specified end-effector point. J. Open Source Softw. 9 (96) (2024)
Akkarapakam Suneesh Jacob, Bhaskar Dasgupta, Rituparna Datta
Enumeration of spatial manipulators by using the concept of Adjacency Matrix. CoRR (2022)
Michal Witold Przewozniczek, Rituparna Datta, Krzysztof Walkowiak, Marcin Michal Komarnicki
Splitting the fitness and penalty factor for temporal diversity increase in practical problem solving. Expert Syst. Appl. 145 (2020)
Sukhwan Jung, Rituparna Datta, Aviv Segev
An Automatic Classification of the Primary and the Corresponding Authors in Research Articles. IEEE BigData (2020)
Sukhwan Jung, Rituparna Datta, Aviv Segev
Identification and Prediction of Emerging Topics through Their Relationships to Existing Topics. IEEE BigData (2020)
Jarrod Carson, Kane Hollingsworth, Rituparna Datta, George W. Clark, Aviv Segev
A Hybrid Decision Tree-Neural Network (DT-NN) Model for Large-Scale Classification Problems. IEEE BigData (2020)
Shree Ram Pandey, Rituparna Datta, Aviv Segev, Bishakh Bhattacharya
Evolutionary Bi-objective Optimization and Knowledge Extraction for Electronic and Automotive Cooling. SEMCCO/FANCCO (2019)
Jarrod Carson, Kane Hollingsworth, Rituparna Datta, Aviv Segev
Failing & !Falling (F&!F): Learning to Classify Accidents and Incidents in Aircraft Data. IEEE BigData (2019)
Liangming Cai, Rituparna Datta, Yurong Li, Jingshan Huang, Chunqiang Chen, Xiaoling Wang, Shurui Lin, Kai Cheng, Jiefeng Huang, Jinping Jiang, Minchen Zhu, Min Du
An Open Source Map Optimization Platform for Efficient Navigation. CSE/EUC (2019)
Aviv Segev, Rituparna Datta, Ryan Benton, Dorothy Curtis
OINNIONN: outward inward neural network and inward outward neural network evolution. GECCO (Companion) (2019)
Rituparna Datta, Kalyanmoy Deb, Jong-Hwan Kim
CHIP: Constraint Handling with Individual Penalty approach using a hybrid evolutionary algorithm. Neural Comput. Appl. 31 (9) (2019)
Palash Pal, Rituparna Datta, Deepak Rajbansi, Aviv Segev
A Neural Net Based Prediction of Sound Pressure Level for the Design of the Aerofoil. SEMCCO/FANCCO (2019)
Manish Pandey, Rituparna Datta, Rajarshi Dey, Bishakh Bhattacharya
Multi-objective Optimisation of Dynamic Responses for a Rail Freight Wagon using Regression Models. ICCI*CC (2019)
Liangming Cai, Chunqiang Chen, Xiaoling Wang, Xiong Yang, Shurui Lin, Jiefeng Huang, Jinping Jiang, Rituparna Datta, Min Du, Haiyan Jiang, Minchen Zhu, Jingshan Huang
Sleep Disorder Classification Method based on Logistic Regression with Apnea-ECG Dataset. AIAM (2019)
Liangming Cai, Rituparna Datta, Jingshan Huang, Shuai Dong, Min Du
Sleep Disorder Data Stream Classification Based on Classifiers Ensemble and Active Learning. BIBM (2019)
John Pomerat, Aviv Segev, Rituparna Datta
On Neural Network Activation Functions and Optimizers in Relation to Polynomial Regression. IEEE BigData (2019)
Jatin Gupta, Rituparna Datta, Arun Kumar Sharma, Aviv Segev, Bishakh Bhattacharya
Evolutionary Computation for Optimal LQR Weighting Matrices for Lower Limb Exoskeleton Feedback Control. CSE/EUC (2019)
Anmol Pandey, Rituparna Datta, Bishakh Bhattacharya
Topology optimization of compliant structures and mechanisms using constructive solid geometry for 2-d and 3-d applications. Soft Comput. 21 (5) (2017)
Chihoon Jung, Rituparna Datta, Aviv Segev
Multi-document summarization using evolutionary multi-objective optimization. GECCO (Companion) (2017)
Rituparna Datta, Kalyanmoy Deb, Aviv Segev
A bi-objective hybrid constrained optimization (HyCon) method using a multi-objective and penalty function approach. CEC (2017)
Rituparna Datta, Rommel G. Regis
A surrogate-assisted evolution strategy for constrained multi-objective optimization. Expert Syst. Appl. 57 (2016)
Rituparna Datta, Shikhar Pradhan, Bishakh Bhattacharya
Analysis and Design Optimization of a Robotic Gripper Using Multiobjective Genetic Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 46 (1) (2016)
Rituparna Datta, Kalyanmoy Deb
Uniform adaptive scaling of equality and inequality constraints within hybrid evolutionary-cum-classical optimization. Soft Comput. 20 (6) (2016)
Özer Ciftcioglu, Michael S. Bittermann, Rituparna Datta
Further note on the probabilistic constraint handling. CEC (2016)
Rituparna Datta, Shikhar Pradhan, Bishakh Bhattacharya
Analysis of a seven link robot gripper with an integrated piezoelectric actuation system. ICARCV (2014)
Si-Jung Ryu, Rituparna Datta, Jong-Hwan Kim
Dual Multiobjective Quantum-Inspired Evolutionary Algorithm for a Sensor Arrangement in a 2D Environment. RiTA (2014)
Ajinkya Jain, Rituparna Datta, Bishakh Bhattacharya
Unified Minimalistic Modeling of Piezoelectric Stack Actuators for Engineering Applications. RiTA (2014)
Rituparna Datta, Kalyanmoy Deb
Individual penalty based constraint handling using a hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation (2013)
Rituparna Datta, M. Fernanda P. Costa, Kalyanmoy Deb, António Gaspar-Cunha
An evolutionary algorithm based pattern search approach for constrained optimization. IEEE Congress on Evolutionary Computation (2013)
Rituparna Datta, Michael S. Bittermann, Kalyanmoy Deb, Özer Ciftcioglu
Probabilistic constraint handling in the framework of joint evolutionary-classical optimization with engineering applications. IEEE Congress on Evolutionary Computation (2012)
Rituparna Datta, Kalyanmoy Deb
An adaptive normalization based constrained handling methodology with hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation (2012)
Anima Majumder, Rituparna Datta
Fitness Function Evaluation of parallel transmitted tomographic image Reconstruction using Genetic Algorithms. IICAI (2011)
Rituparna Datta, Kalyanmoy Deb
A Bi-objective Based Hybrid Evolutionary-Classical Algorithm for Handling Equality Constraints. EMO (2011)
Rituparna Datta, Kalyanmoy Deb
Multi-objective design and analysis of robot gripper configurations using an evolutionary-classical approach. GECCO (2011)
Rituparna Datta
Constrained Engineering Design Optimization Using a Hybrid Bi-objective Evolutionary-Classical Methodology. SEAL (2010)
Rituparna Datta, Anima Majumder
Optimization of turning process parameters using Multi-objective Evolutionary algorithm. IEEE Congress on Evolutionary Computation (2010)
Kalyanmoy Deb, Rituparna Datta
A fast and accurate solution of constrained optimization problems using a hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation (2010)
Amit Saha, Rituparna Datta, Kalyanmoy Deb
Hybrid gradient projection based Genetic Algorithms for constrained optimization. IEEE Congress on Evolutionary Computation (2010)
Rituparna Datta, Kalyanmoy Deb
A Classical-cum-Evolutionary Multi-objective Optimization for Optimal Machining Parameters. NaBIC (2009)
Kalyanmoy Deb, Swanand Lele, Rituparna Datta
A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization. ISICA (2007)