Aditya Kumar

According to our database, Aditya Kumar authored at least 48 papers between 1996 and 2025.

Collaborative distances:

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

2025

Unveiling the potential of graph coloring in feature set partitioning: A study on high-dimensional datasets.

Aditya Kumar, Jainath Yadav

Neurocomputing, 2025

2024

Multimodal fusion: advancing medical visual question-answering.

Anjali Mudgal, Udbhav Kush, Aditya Kumar, Amir Jafari

Neural Comput. Appl., November, 2024

Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning.

Aditya Kumar, Jainath Yadav

Knowl. Inf. Syst., November, 2024

FIDEL: Fog integrated federated learning framework to train neural networks.

Aditya Kumar, Satish Narayana Srirama

Softw. Pract. Exp., February, 2024

MLDSPP: Bacterial Promoter Prediction Tool Using DNA Structural Properties with Machine Learning and Explainable AI.

Subhojit Paul, Kaushika Olymon, Gustavo Sganzerla Martinez, Sharmilee Sarkar, Venkata Rajesh Yella, Aditya Kumar

J. Chem. Inf. Model., 2024

The poker-chip experiments of synthetic elastomers.

Farhad Kamarei, Aditya Kumar, Oscar Lopez-Pamies

CoRR, 2024

Estimating Complexity for Perception-based ADAS in Unstructured Road Environments.

Imane Taourarti, Ayesha Choudhary, Vivek Kumar Paswan, Aditya Kumar, Arunkumar Ramaswamy, Javier Ibañez-Guzmán, Bruno Monsuez, Adriana Tapus

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Camera-based Mobility Framework for Visually Impaired Pedestrians in Unstructured Environments.

Aditya Kumar, Anwesha Chakravarty, Ayesha Choudhary, S. Indu

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

What Do You Mean by Memory? When Engineers Are Lost in the Maze of Complexity.

Gunnar Kudrjavets, Aditya Kumar, Jeff Thomas, Ayushi Rastogi

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

The Devil Is in the Command Line: Associating the Compiler Flags With the Binary and Build Metadata.

Gunnar Kudrjavets, Aditya Kumar, Jeff Thomas, Ayushi Rastogi

Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

2023

A review of feature set partitioning methods for multi-view ensemble learning.

Aditya Kumar, Jainath Yadav

Inf. Fusion, December, 2023

Predicting Dissolution Kinetics of Tricalcium Silicate Using Deep Learning and Analytical Models.

Taihao Han, Sai Akshay Ponduru, Arianit Reka, Jie Huang, Gaurav Sant, Aditya Kumar

Algorithms, January, 2023

DeePromClass: Delineator for Eukaryotic Core Promoters Employing Deep Neural Networks.

Hemanth Kari, Surya Manikhanta Sowri Bandi, Aditya Kumar, Venkata Rajesh Yella

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Water-Puddle Segmentation Using Deep Learning in Unstructured Environments.

Aditya Kumar, Ayesha Choudhary

Proceedings of the IEEE International Conference on Service Operations and Logistics, 2023

What Warnings Do Engineers Really Fix? The Compiler That Cried Wolf.

Gunnar Kudrjavets, Aditya Kumar, Ayushi Rastogi

Proceedings of the 20th IEEE/ACM International Conference on Mining Software Repositories, 2023

Covid-19 Detection using chest X-Ray Images.

Aditya Kumar, Simran Jeet Kaur, Neha Sharma

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

A Review of Data Security in Cloud Computing.

Aditya Kumar, Adi Bhardwaj, Abhishek Singh

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022

Machine learning and statistics shape a novel path in archaeal promoter annotation.

Gustavo Sganzerla Martinez, Ernesto Pérez-Rueda, Sharmilee Sarkar, Aditya Kumar, Scheila de Avila e Silva

BMC Bioinform., 2022

Design Aspects and Thermal Characteristics of Single-Sided Linear Induction Motor for Electromagnetic Launch Application.

Lovesh B. Xaxa, Aditya Kumar, R. K. Srivastava, R. K. Saket, Baseem Khan

IEEE Access, 2022

Deriving Customer Experience Implicitly from Social Media.

Aditya Kumar, Sneh Gupta, Ankit Sahu, Mayank Kant

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Mining Code Review Data to Understand Waiting Times Between Acceptance and Merging: An Empirical Analysis.

Gunnar Kudrjavets, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Quantifying Daily Evolution of Mobile Software Based on Memory Allocator Churn.

Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi

Proceedings of the 9th IEEE/ACM International Conference on Mobile Software Engineering and Systems, 2022

When malloc() Never Returns NULL - Reliability as an Illusion.

Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

There Ain't No Such Thing as a Free Custom Memory Allocator.

Gunnar Kudrjavets, Jeff Thomas, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022

The Unexplored Terrain of Compiler Warnings.

Gunnar Kudrjavets, Aditya Kumar, Nachiappan Nagappan, Ayushi Rastogi

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

An approach for classifying benign and malignant skin lesions using Optimized Deep Learning and SVM.

Bagesh Kumar, Amritansh Mishra, Subham Raj, Aditya Kumar, Om Suhas Vibhandik, Aayush Talesara, Shubham Kumar, O. P. Vyas

Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing, 2022

2021

Neural Computing.

Ayushe Gangal, Peeyush Kumar, Sunita Kumari, Aditya Kumar

CoRR, 2021

Bipartite molecular approach for species delimitation and resolving cryptic speciation of <i>Exobasidium vexans</i> within the <i>Exobasidium</i> genus.

Chayanika Chaliha, V. Chandra Kaladhar, Robin Doley, Praveen Kumar Verma, Aditya Kumar, Eeshan Kalita

Comput. Biol. Chem., 2021

Distributed State Estimation for Distribution Grid with Sparse Measurements.

Aditya Kumar, Reza Ghaemi

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Securely Boosting Chain Growth and Confirmation Speed in PoW Blockchains.

Ovia Seshadri, Vinay J. Ribeiro, Aditya Kumar

Proceedings of the 2021 IEEE International Conference on Blockchain, 2021

Fog Enabled Distributed Training Architecture for Federated Learning.

Aditya Kumar, Satish Narayana Srirama

Proceedings of the Big Data Analytics - 9th International Conference, 2021

2020

Rex: Preventing Bugs and Misconfiguration in Large Services Using Correlated Change Analysis.

Sonu Mehta, Ranjita Bhagwan, Rahul Kumar, Chetan Bansal, Chandra Shekhar Maddila, Balasubramanyan Ashok, Sumit Asthana, Christian Bird, Aditya Kumar

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

Data Adaptive Compressed Sensing using deep neural network for Image recognition.

Ronak Gupta, Aditya Kumar, Santanu Chaudhury, Brejesh Lall, Vinay Kaushik

Proceedings of the 2020 National Conference on Communications, 2020

Certifai: A Toolkit for Building Trust in AI Systems.

Jette Henderson, Shubham Sharma, Alan H. Gee, Valeri Alexiev, Steve Draper, Carlos Marin, Yessel Hinojosa, Christine Draper, Michael Perng, Luis Aguirre, Michael Li, Sara Rouhani, Shorya Consul, Susan Michalski, Akarsh Prasad, Mayank Chutani, Aditya Kumar, Shahzad Alam, Prajna Kandarpa, Binnu Jesudasan, Colton Lee, Michael Criscolo, Sinead Williamson, Matt Sanchez, Joydeep Ghosh

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Scalable Optimal Flexibility Control, modeling and estimation of commercial buildings.

Reza Ghaemi, Aditya Kumar, Pierino Bonanni, Nikita Visnevski

Proceedings of the 2020 American Control Conference, 2020

2019

Clustering case statements for indirect branch predictors.

Evandro Menezes, Sebastian Pop, Aditya Kumar

CoRR, 2019

2017

Multikernel Simulation: A New Approach to Study Rollback Sensitive Memory Architecture.

Priya Chandran, Lakshya Garg, Aditya Kumar

Proceedings of the 3rd IEEE International Conference on Collaboration and Internet Computing, 2017

Development of a NAO Humanoid based Medical Assistant.

Aditya Kumar, Atman Patel, Santosha K. Dwivedy

Proceedings of the Advances in Robotics, 2017

2014

Face Recognition Using MPCA-EMFDA Based Features Under Illumination and Expression Variations in Effect of Different Classifiers.

Chandan Tripathi, Aditya Kumar, Punit Mittal

Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2014

2013

Fast nonlinear model predictive control: Formulation and industrial process applications.

Rodrigo López-Negrete, Fernando J. D'Amato, Lorenz T. Biegler, Aditya Kumar

Comput. Chem. Eng., 2013

Experiences with Dynamic Binary Translation in a Full System Simulator.

Aditya Kumar, Ahmed Gheith, Michael Kistler

Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2012

The demacrofier.

Aditya Kumar, Andrew Sutton, Bjarne Stroustrup

Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

Rejuvenating C++ programs through demacrofication.

Aditya Kumar, Andrew Sutton, Bjarne Stroustrup

Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

An Outer-Approximation based algorithm for solving integer non-linear programming problems for Optimal Sensor Placement.

Gayathri Seenumani, Dan Dai, Rodrigo López-Negrete, Aditya Kumar, Mustafa Dokucu, Rajeeva Kumar

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2007

Advanced Estimation for Aircraft Engines.

Daniel E. Viassolo, Shreeder Adibhatla, Brent J. Brunell, John H. Down, Nathan S. Gibson, Aditya Kumar, H. Kirk Mathews, Lisa D. Holcomb

Proceedings of the American Control Conference, 2007

2004

Demonstrating constraints to diversity with a tunably difficult problem for genetic programming.

Jason M. Daida, Michael E. Samples, Bryan T. Hart, Jeffry Halim, Aditya Kumar

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

A model based approach for estimation and control for polymer compounding (April 2003).

Aditya Kumar, S. Alper Eker, Paul K. Houpt

Proceedings of 2003 IEEE Conference on Control Applications, 2003

1996

State-space realizations of linear differential-algebraic-equation systems with control-dependent state space.

Aditya Kumar, Prodromos Daoutidis

IEEE Trans. Autom. Control., 1996