Rituparna Datta

55 papers A* 1A 1B 9C 2Misc 1Journal 18Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Agentic Framework for Epidemiological Modeling. CoRR Rituparna Datta, Zihan Guan, Baltazar Espinoza, Yiqi Su, Priya Pitre, Srinivasan Venkatramanan, Naren Ramakrishnan, Anil Vullikanti
2026	J	`jnl`	NIMMGen: Learning Neural-Integrated Mechanistic Digital Twins with LLMs. CoRR Zihan Guan, Rituparna Datta, Mengxuan Hu, Shunshun Liu, Aiying Zhang, Prasanna Balachandran, Sheng Li, Anil Vullikanti
2026	A*	`conf`	Prediction of Hospital Associated Infections During Continuous Hospital Stays. AAAI Rituparna Datta, Methun Kamruzzaman, Eili Y. Klein, Gregory Madden, Xinwei Deng, Anil Vullikanti, Parantapa Bhattacharya
2026	J	`jnl`	Seeing the Skin Deeper: Interpretable Multi-Task Framework for Skin Lesion Diagnosis Using Superpixel Graphs. IEEE Access J. G. Jerlshin, Abhishek Rudra Pal, Rituparna Datta, Afnan Shaik Javeed, J. S. Vittal
2025	J	`jnl`	An Effective Approach for Node Classification in Textual Graphs. CoRR Rituparna Datta, Nibir Chandra Mandal
2025	J	`jnl`	CALYPSO: Forecasting and Analyzing MRSA Infection Patterns with Community and Healthcare Transmission Dynamics. CoRR Rituparna Datta, Jiaming Cui, Gregory Madden, Anil Vullikanti
2025	J	`jnl`	Graph-Based Prediction of Spatio-Temporal Vaccine Hesitancy From Insurance Claims Data. IEEE Access Sifat Afroj Moon, Rituparna Datta, Tanvir Ferdousi, Hannah Baek, Abhijin Adiga, Achla Marathe, Anil Vullikanti
2025	J	`jnl`	Improving Hospital Risk Prediction with Knowledge-Augmented Multimodal EHR Modeling. CoRR Rituparna Datta, Jiaming Cui, Zihan Guan, Vishal G. Reddy, Joshua C. Eby, Gregory Madden, Rupesh Silwal, Anil Vullikanti
2025	J	`jnl`	Prediction of Hospital Associated Infections During Continuous Hospital Stays. CoRR Rituparna Datta, Methun Kamruzzaman, Eili Y. Klein, Gregory Madden, Xinwei Deng, Anil Vullikanti, Parantapa Bhattacharya
2025	J	`jnl`	Push or pull: grasping performance analysis between a pulling gripper inspired by Tetraonchus monenteron parasite versus an actively pushing gripper developed through many-objective design optimization. Int. J. Intell. Robotics Appl. Rituparna Datta, Akkarapakam Suneesh Jacob, Bishakh Bhattacharya
2025	J	`jnl`	Review on design, development, and implementation of an unmanned aerial vehicle for various applications. Int. J. Intell. Robotics Appl. Mubina Shekh, Sushila Rani, Rituparna Datta
2024	Misc	`conf`	An Analysis on the Impact of Approximation of Scaling and Manipulability Approaches in Dimensional Synthesis of Robots. MMAR Akkarapakam Suneesh Jacob, Rituparna Datta, Ettaboina Madhusudan Raju
2024	J	`jnl`	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. Akkarapakam Suneesh Jacob, Rituparna Datta
2022	J	`jnl`	Enumeration of spatial manipulators by using the concept of Adjacency Matrix. CoRR Akkarapakam Suneesh Jacob, Bhaskar DasGupta, Rituparna Datta
2020	—	`conf`	A Hybrid Decision Tree-Neural Network (DT-NN) Model for Large-Scale Classification Problems. IEEE BigData Jarrod Carson, Kane Hollingsworth, Rituparna Datta, George W. Clark, Aviv Segev
2020	—	`conf`	An Automatic Classification of the Primary and the Corresponding Authors in Research Articles. IEEE BigData Sukhwan Jung, Rituparna Datta, Aviv Segev
2020	—	`conf`	Identification and Prediction of Emerging Topics through Their Relationships to Existing Topics. IEEE BigData Sukhwan Jung, Rituparna Datta, Aviv Segev
2020	J	`jnl`	Splitting the fitness and penalty factor for temporal diversity increase in practical problem solving. Expert Syst. Appl. Michal Witold Przewozniczek, Rituparna Datta, Krzysztof Walkowiak, Marcin Michal Komarnicki
2019	—	`conf`	A Neural Net Based Prediction of Sound Pressure Level for the Design of the Aerofoil. SEMCCO/FANCCO Palash Pal, Rituparna Datta, Deepak Rajbansi, Aviv Segev
2019	—	`conf`	An Open Source Map Optimization Platform for Efficient Navigation. CSE/EUC Liangming Cai, Rituparna Datta, Yurong Li, Jingshan Huang, Chunqiang Chen, Xiaoling Wang, Shurui Lin, Kai Cheng, Jiefeng Huang, Jinping Jiang, Minchen Zhu, Min Du
2019	J	`jnl`	CHIP: Constraint Handling with Individual Penalty approach using a hybrid evolutionary algorithm. Neural Comput. Appl. Rituparna Datta, Kalyanmoy Deb, Jong-Hwan Kim
2019	—	`conf`	Evolutionary Bi-objective Optimization and Knowledge Extraction for Electronic and Automotive Cooling. SEMCCO/FANCCO Shree Ram Pandey, Rituparna Datta, Aviv Segev, Bishakh Bhattacharya
2019	—	`conf`	Evolutionary Computation for Optimal LQR Weighting Matrices for Lower Limb Exoskeleton Feedback Control. CSE/EUC Jatin Gupta, Rituparna Datta, Arun Kumar Sharma, Aviv Segev, Bishakh Bhattacharya
2019	—	`conf`	Failing & !Falling (F&!F): Learning to Classify Accidents and Incidents in Aircraft Data. IEEE BigData Jarrod Carson, Kane Hollingsworth, Rituparna Datta, Aviv Segev
2019	—	`conf`	Multi-objective Optimisation of Dynamic Responses for a Rail Freight Wagon using Regression Models. ICCI*CC Manish Pandey, Rituparna Datta, Rajarshi Dey, Bishakh Bhattacharya
2019	—	`conf`	OINNIONN: outward inward neural network and inward outward neural network evolution. GECCO (Companion) Aviv Segev, Rituparna Datta, Ryan Benton, Dorothy Curtis
2019	—	`conf`	On Neural Network Activation Functions and Optimizers in Relation to Polynomial Regression. IEEE BigData John Pomerat, Aviv Segev, Rituparna Datta
2019	—	`conf`	Sleep Disorder Classification Method based on Logistic Regression with Apnea-ECG Dataset. AIAM (ACM) Liangming Cai, Chunqiang Chen, Xiaoling Wang, Xiong Yang, Shurui Lin, Jiefeng Huang, Jinping Jiang, Rituparna Datta, Min Du, Haiyan Jiang, Minchen Zhu, Jingshan Huang
2019	—	`conf`	Sleep Disorder Data Stream Classification Based on Classifiers Ensemble and Active Learning. BIBM Liangming Cai, Rituparna Datta, Jingshan Huang, Shuai Dong, Min Du
2017	B	`conf`	A bi-objective hybrid constrained optimization (HyCon) method using a multi-objective and penalty function approach. CEC Rituparna Datta, Kalyanmoy Deb, Aviv Segev
2017	—	`conf`	Multi-document summarization using evolutionary multi-objective optimization. GECCO (Companion) Chihoon Jung, Rituparna Datta, Aviv Segev
2017	—	`ch.`	Multi-objective Optimization: Classical and Evolutionary Approaches. Recent Advances in Evolutionary Multi-objective Optimization Maha Elarbi, Slim Bechikh, Lamjed Ben Said, Rituparna Datta
2017	—	`ch.`	Practical Applications in Constrained Evolutionary Multi-objective Optimization. Recent Advances in Evolutionary Multi-objective Optimization Arun Kumar Sharma, Rituparna Datta, Maha Elarbi, Bishakh Bhattacharya, Slim Bechikh
2017	—	`book`	Recent Advances in Evolutionary Multi-objective Optimization Slim Bechikh, Rituparna Datta, Abhishek Gupta
2017	J	`jnl`	Topology optimization of compliant structures and mechanisms using constructive solid geometry for 2-d and 3-d applications. Soft Comput. Anmol Pandey, Rituparna Datta, Bishakh Bhattacharya
2016	J	`jnl`	A surrogate-assisted evolution strategy for constrained multi-objective optimization. Expert Syst. Appl. Rituparna Datta, Rommel G. Regis
2016	J	`jnl`	Analysis and Design Optimization of a Robotic Gripper Using Multiobjective Genetic Algorithm. IEEE Trans. Syst. Man Cybern. Syst. Rituparna Datta, Shikhar Pradhan, Bishakh Bhattacharya
2016	B	`conf`	Further note on the probabilistic constraint handling. CEC Özer Ciftcioglu, Michael S. Bittermann, Rituparna Datta
2016	J	`jnl`	Uniform adaptive scaling of equality and inequality constraints within hybrid evolutionary-cum-classical optimization. Soft Comput. Rituparna Datta, Kalyanmoy Deb
2014	C	`conf`	Analysis of a seven link robot gripper with an integrated piezoelectric actuation system. ICARCV Rituparna Datta, Shikhar Pradhan, Bishakh Bhattacharya
2014	—	`conf`	Dual Multiobjective Quantum-Inspired Evolutionary Algorithm for a Sensor Arrangement in a 2D Environment. RiTA Si-Jung Ryu, Rituparna Datta, Jong-Hwan Kim
2014	—	`conf`	Unified Minimalistic Modeling of Piezoelectric Stack Actuators for Engineering Applications. RiTA Ajinkya Jain, Rituparna Datta, Bishakh Bhattacharya
2013	B	`conf`	An evolutionary algorithm based pattern search approach for constrained optimization. IEEE Congress on Evolutionary Computation Rituparna Datta, M. Fernanda P. Costa, Kalyanmoy Deb, António Gaspar-Cunha
2013	B	`conf`	Individual penalty based constraint handling using a hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation Rituparna Datta, Kalyanmoy Deb
2012	B	`conf`	An adaptive normalization based constrained handling methodology with hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation Rituparna Datta, Kalyanmoy Deb
2012	B	`conf`	Probabilistic constraint handling in the framework of joint evolutionary-classical optimization with engineering applications. IEEE Congress on Evolutionary Computation Rituparna Datta, Michael S. Bittermann, Kalyanmoy Deb, Özer Ciftcioglu
2011	C	`conf`	A Bi-objective Based Hybrid Evolutionary-Classical Algorithm for Handling Equality Constraints. EMO Rituparna Datta, Kalyanmoy Deb
2011	—	`conf`	Fitness Function Evaluation of parallel transmitted tomographic image Reconstruction using Genetic Algorithms. IICAI Anima Majumder, Rituparna Datta
2011	A	`conf`	Multi-objective design and analysis of robot gripper configurations using an evolutionary-classical approach. GECCO Rituparna Datta, Kalyanmoy Deb
2010	B	`conf`	A fast and accurate solution of constrained optimization problems using a hybrid bi-objective and penalty function approach. IEEE Congress on Evolutionary Computation Kalyanmoy Deb, Rituparna Datta
2010	—	`conf`	Constrained Engineering Design Optimization Using a Hybrid Bi-objective Evolutionary-Classical Methodology. SEAL Rituparna Datta
2010	B	`conf`	Hybrid gradient projection based Genetic Algorithms for constrained optimization. IEEE Congress on Evolutionary Computation Amit Saha, Rituparna Datta, Kalyanmoy Deb
2010	B	`conf`	Optimization of turning process parameters using Multi-objective Evolutionary algorithm. IEEE Congress on Evolutionary Computation Rituparna Datta, Anima Majumder
2009	—	`conf`	A Classical-cum-Evolutionary Multi-objective Optimization for Optimal Machining Parameters. NaBIC Rituparna Datta, Kalyanmoy Deb
2007	—	`conf`	A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization. ISICA Kalyanmoy Deb, Swanand Lele, Rituparna Datta