Naveen Kumar

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 27

Top Topics

Community Detection

Genetic Algorithm

Top Venues

Expert Syst. Appl.

GECCO (Companion)

Biomed. Signal Process. Control.

Publications

Kountay Dwivedi, Ankit Rajpal, Sheetal Rajpal, Virendra Kumar, Manoj Agarwal, Naveen Kumar
: Explainable AI-driven improved L1-regularized deep neural architecture for NSCLC biomarker identification. Comput. Biol. Chem. 108 (2024)
Sonia Deshmukh, Shikha Gupta, Naveen Kumar
Multi-objective Binary Differential Approach with Parameter Tuning for Discovering Business Process Models: MoD-ProM. CoRR (2024)
Kountay Dwivedi, Ankit Rajpal, Sheetal Rajpal, Virendra Kumar, Manoj Agarwal, Naveen Kumar
Enlightening the path to NSCLC biomarkers: Utilizing the power of XAI-guided deep learning. Comput. Methods Programs Biomed. 243 (2024)
Ankit Rajpal, Subodh Kumar, Neeraj Kumar Sharma, Ajith Abraham, Anurag Mishra, Naveen Kumar
CXRmark: A Watermarking Scheme for Chest X-Rays Using Online Sequential Reduced Kernel ELM. Circuits Syst. Signal Process. 43 (2) (2024)
Vanshika Dua, Ankit Rajpal, Sheetal Rajpal, Manoj Agarwal, Naveen Kumar
I-FLASH: Interpretable Fake News Detector Using LIME and SHAP. Wirel. Pers. Commun. 131 (4) (2023)
Sheetal Rajpal, Ankit Rajpal, Arpita Saggar, Ashok K. Vaid, Virendra Kumar, Manoj Agarwal, Naveen Kumar
XAI-MethylMarker: Explainable AI approach for biomarker discovery for breast cancer subtype classification using methylation data. Expert Syst. Appl. 225 (2023)
Neeraj Kumar Sharma, Subodh Kumar, Naveen Kumar
HGSmark: An efficient ECG watermarking scheme using hunger games search and Bayesian regularization BPNN. Biomed. Signal Process. Control. 83 (2023)
Neeraj Kumar Sharma, Sakeena Shahid, Subodh Kumar, Sanjeev Sharma, Rakesh Kumar Gupta, Naveen Kumar
Predicting Depth of Anesthesia using EEG Signals and Deep Convolution Network. AIMLSystems (2023)
Sheetal Rajpal, Ankit Rajpal, Manoj Agarwal, Virendra Kumar, Ajith Abraham, Divya Khanna, Naveen Kumar
XAI-CNVMarker: Explainable AI-based copy number variant biomarker discovery for breast cancer subtypes. Biomed. Signal Process. Control. 84 (2023)
Subodh Kumar, Neeraj Kumar Sharma, Naveen Kumar
WSOmark: An adaptive dual-purpose color image watermarking using white shark optimizer and Levenberg-Marquardt BPNN. Expert Syst. Appl. 226 (2023)
Kountay Dwivedi, Ankit Rajpal, Sheetal Rajpal, Manoj Agarwal, Virendra Kumar, Naveen Kumar
An explainable AI-driven biomarker discovery framework for Non-Small Cell Lung Cancer classification. Comput. Biol. Medicine 153 (2023)
Sheetal Rajpal, Manoj Agarwal, Ankit Rajpal, Navin Lakhyani, Arpita Saggar, Naveen Kumar
COV-ELM classifier: An extreme learning machine based identification of COVID-19 using chest X-ray images. Intell. Decis. Technol. 16 (1) (2022)
Subodh Kumar, Ankit Rajpal, Neeraj Kumar Sharma, Sheetal Rajpal, Anand Nayyar, Naveen Kumar
ROSEmark: Robust semi-blind ECG watermarking scheme using SWT-DCT framework. Digit. Signal Process. 129 (2022)
Neeraj Kumar Sharma, Subodh Kumar, Ankit Rajpal, Naveen Kumar
MantaRayWmark: An image adaptive multiple embedding strength optimization based watermarking using Manta Ray Foraging and bi-directional ELM. Expert Syst. Appl. 200 (2022)
Sheetal Rajpal, Manoj Agarwal, Virendra Kumar, Anamika Gupta, Naveen Kumar
Triphasic DeepBRCA-A Deep Learning-Based Framework for Identification of Biomarkers for Breast Cancer Stratification. IEEE Access 9 (2021)
Sheetal Rajpal, Virendra Kumar, Manoj Agarwal, Naveen Kumar
Deep Learning Based Model for Breast Cancer Subtype Classification. CoRR (2021)
Sonia Deshmukh, Shikha Gupta, Naveen Kumar
GA-ProM: A Genetic Algorithm for Discovery of Complete Process Models from Unbalanced Logs. BDA (Astronomy, Science, and Engineering) (2021)
Sheetal Rajpal, Ankit Rajpal, Manoj Agarwal, Naveen Kumar
Biomarker Gene Identification for Breast Cancer Classification. CoRR (2021)
Indranath Chatterjee, Virendra Kumar, Bharti Rana, Manoj Agarwal, Naveen Kumar
Impact of ageing on the brain regions of the schizophrenia patients: an fMRI study using evolutionary approach. Multim. Tools Appl. 79 (33-34) (2020)
Sonia Deshmukh, Manoj Agarwal, Shikha Gupta, Naveen Kumar
MOEA for discovering Pareto-optimal process models: an experimental comparison. Int. J. Comput. Sci. Eng. 21 (3) (2020)
Sheetal Rajpal, Naveen Kumar, Ankit Rajpal
COV-ELM classifier: An Extreme Learning Machine based identification of COVID-19 using Chest-Ray Images. CoRR (2020)
Indranath Chatterjee, Virendra Kumar, Bharti Rana, Manoj Agarwal, Naveen Kumar
Identification of changes in grey matter volume using an evolutionary approach: an MRI study of schizophrenia. Multim. Syst. 26 (4) (2020)
Indranath Chatterjee, Manoj Agarwal, Bharti Rana, Navin Lakhyani, Naveen Kumar
Bi-objective approach for computer-aided diagnosis of schizophrenia patients using fMRI data. Multim. Tools Appl. 77 (20) (2018)
Sonia, Manoj Agarwal, Shikha Gupta, Naveen Kumar
Discovering pareto-optimal process models: a comparison of MOEA techniques. GECCO (Companion) (2018)
Shikha Gupta, Stuti Mittal, Tamanna Gupta, Isha Singhal, Barkha Khatri, Ajay K. Gupta, Naveen Kumar
Parallel quantum-inspired evolutionary algorithms for community detection in social networks. Appl. Soft Comput. 61 (2017)
Charu Puri, Naveen Kumar
An Entropy based Method for Overlapping Subspace Clustering. ITQM (2017)
Charu Puri, Akhil, Gaurav, Kush, Naveen Kumar
Opinion Ensembling for Improving Economic Growth through Tourism. ITQM (2017)
Shikha Gupta, Barkha Khatri, Tamanna Gupta, Naveen Kumar
Modified partition integration method for community detection in multidimensional social networks. ICNC (2015)
Manoj Agarwal, Nitin Agrawal, Shikhar Sharma, Lovekesh Vig, Naveen Kumar
Parallel multi-objective multi-robot coalition formation. Expert Syst. Appl. 42 (21) (2015)
Shikha Gupta, Naveen Kumar
GPU-based massively parallel quantum inspired genetic algorithm for detection of communities in complex networks. GECCO (Companion) (2014)
Shikha Gupta, Naveen Kumar
Parameter tuning in quantum-inspired evolutionary algorithms for partitioning complex networks. GECCO (Companion) (2014)
Shikha Gupta, Sheetal Taneja, Naveen Kumar
Quantum inspired genetic algorithm for community structure detection in social networks. GECCO (2014)
Manoj Agarwal, Naveen Kumar, Lovekesh Vig
Non-additive multi-objective robot coalition formation. Expert Syst. Appl. 41 (8) (2014)
Naveen Kumar, Anamika Gupta, Vasudha Bhatnagar
Lattice Based Associative Classifier. ACIIDS (2) (2012)
Anamika Gupta, Naveen Kumar, Vasudha Bhatnagar
Mining of Multiobjective Non-redundant Association Rules in Data Streams. ICAISC (2) (2012)
Charu Pun, Naveen Kumar
Projected Rough Fuzzy c-means clustering. ISDA (2011)
Arpita Aggarwal, Naveen Kumar
SAHAM: Shared Adaptive Hypermedia Application Model. Int. J. Comput. Appl. Technol. 40 (1/2) (2011)
Manoj Agarwal, Lovekesh Vig, Naveen Kumar
MORCFA: A Multiple Objective Robot Coalition Formation Algorithm. IICAI (2011)
Manoj Agarwal, Lovekesh Vig, Naveen Kumar
Multiple Objective Robot Coalition Formation. J. Intell. Syst. 20 (4) (2011)
Charu Puri, Naveen Kumar
Projected Gustafson-Kessel Clustering Algorithm and Its Convergence. Trans. Rough Sets 14 (2011)
Manoj Agarwal, Lovekesh Vig, Naveen Kumar
Multi-objective Robot Coalition Formation for Non-additive Environments. ICIRA (1) (2011)
Anamika Gupta, Vasudha Bhatnagar, Naveen Kumar
Mining Closed Itemsets in Data Stream Using Formal Concept Analysis. DaWak (2010)
Naveen Kumar, Shrikant Ojha, Kritika Jain, Sangeeta Lal
BEAN: a lightweight stream cipher. SIN (2009)
Naveen Kumar, Charu Puri
Projected Gustafson Kessel Clustering. RSFDGrC (2009)
Shrikant Ojha, Naveen Kumar, Kritika Jain, Sangeeta Lal
TWIS - A Lightweight Block Cipher. ICISS (2009)
Anamika Gupta, Naveen Kumar, Vasudha Bhatnagar
Incremental Classification Rules Based on Association Rules Using Formal Concept Analysis. MLDM (2005)
Naveen Kumar, Vibhu Narang
Mining Positive and Negative Association Rules Based on Closed Itemsets: An approach for generalized rules. DMIN (2005)
Arpita Aggarwal, Naveen Kumar
Adaptive Hypermedia Systems - A Requirement's Perspective. IMSA (2005)
Vasudha Bhatnagar, Ahmed Sultan Al-Hegami, Naveen Kumar
A Hybrid Approach for Quantification of Novelty in Rule Discovery. WEC (2) (2005)
Ahmed Sultan Al-Hegami, Vasudha Bhatnagar, Naveen Kumar
Novelty Framework for Knowledge Discovery in Databases. DaWaK (2004)
Nita Mital, Naveen Kumar, Vasudha Bhatnagar
Mining multiple table databases with multiple minimum support constraints. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2004)
Vibhu Narang, Naveen Kumar
Mining fuzzy conceptual clusters and constructing the fuzzy conceptual frame lattices. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2004)