DR. ASHUTOSH KUMAR DUBEY
ASSOCIATE PROFESSOR

Papers Published

• Barhate D, Pathak S, Dubey AK. Hyperparameter-tuned batch-updated stochastic gradient descent: Plant species identification by using hybrid deep learning. Ecological Informatics. 2023; 75:102094. https://www.sciencedirect.com/science/article/abs/pii/S1574954123001231
• Nemade V, Pathak S, Dubey AK. Hybrid deep convolutional neural network approach for detecting breast cancer in mammography images. International Journal of Electrical and Electronics Engineering. 2023; 10(5): 2023. https://www.internationaljournalssrg.org/IJEEE/paper-details?Id=494
• Srivastav AL, Markandeya, Patel N, Pandey M, Pandey AK, Dubey AK, Kumar A, Bhardwaj AK, Chaudhary VK. Concepts of circular economy for sustainable management of electronic wastes: challenges and management options. Environmental Science and Pollution Research. 2023 Apr;30(17):48654-75.
  https://link.springer.com/article/10.1007/s11356-023-26052-y\
• Kumar A, Kumar SA, Dutt V, Kumar Dubey A, Narang S. A hybrid secure cloud platform maintenance based on improved attribute-based encryption strategies. International Journal of Interactive Multimedia and Artificial Intelligence. 2023; 8(2):150-157. https://reunir.unir.net/handle/123456789/14366
• Nemade V, Pathak S, Dubey AK. Deep learning-based ensemble model for classification of breast cancer. Microsystem Technologies. 2023 May 18:1-.https://link.springer.com/article/10.1007/s00542-023-05469-y
• Kumar A, Rathore PS, Dubey AK, Agrawal R, Sharma KP. LTE-NBP with holistic UWB-WBAN approach for the energy efficient biomedical application. Multimedia Tools and Applications. 2023 Mar 29:1-5. https://link.springer.com/article/10.1007/s11042-023-15093-7
• Nemade V, Pathak S, Dubey AK. A systematic literature review of breast cancer diagnosis using machine intelligence techniques. Archives of Computational Methods in Engineering. 2022 Oct;29(6):4401-30. https://link.springer.com/article/10.1007/s11831-022-09738-3
• Kumar A, Kumar S, Dutt V, Dubey AK, García-Díaz V. IoT-based ECG monitoring for arrhythmia classification using Coyote Grey Wolf optimization-based deep learning CNN classifier. Biomedical Signal Processing and Control. 2022 Jul 1; 76:103638. https://www.sciencedirect.com/science/article/abs/pii/S1746809422001604
• Nemade V, Pathak S, Dubey AK, Barhate D. A review and computational analysis of breast cancer using different machine learning techniques. International Journal of Emerging Technology and Advanced Engineering. 2022;12(3):111-8. https://www.researchgate.net/publication/359368571_A_Review_and_Computational _Analysis_of_Breast_Cancer_Using_Different_Machine_Learning_Techniques
• Chahar R, Dubey AK, Narang SK. A review and meta-analysis of machine intelligence approaches for mental health issues and depression detection. International Journal of Advanced Technology and Engineering Exploration. 2021; 8 (83): 1279-1314. https://www.accentsjournals.org/PaperDirectory/Journal/IJATEE/2021/10/4.pdf
• Dubey A, Gupta U, Jain S. Medical data clustering and classification using TLBO and machine learning algorithms. Computers, Materials and Continua. 2021 Oct;70(3):4523-43. https://www.techscience.com/cmc/v70n3/45007/pdf
• Dubey AK, Kumar A, García-Díaz V, Sharma AK, Kanhaiya K. Study and analysis of SARIMA and LSTM in forecasting time series data. Sustainable Energy Technologies and Assessments. 2021 Oct 1; 47:101474. https://www.sciencedirect.com/science/article/abs/pii/S2213138821004847
• Dubey AK, Kumar A, Agrawal R. An efficient ACO-PSO-based framework for data classification and preprocessing in big data. Evolutionary Intelligence. 2021 Jun; 14:909-22. https://link.springer.com/article/10.1007/s12065-020-00477-7
• Dubey AK, Kapoor D, Kashyap V. A review on performance analysis of data mining methods in IoT. International Journal of Advanced Technology and Engineering Exploration. 2020; 7(73): 193-200. https://www.accentsjournals.org/PaperDirectory/Journal/IJATEE/2020/12/1.pdf
• Dubey AK, Narang S, Kumar A, Sasubilli SM, Garcia-Diaz V. Performance Estimation of Machine Learning Algorithms in the Factor Analysis of COVID-19 Dataset. CMC- Computers Materials & Continua. 2020; 66(2):1921-36. https://www.techscience.com/cmc/v66n2/40629/html
• Dubey AK. An efficient variable distance measure K-Means [VDMKM] algorithm for cluster head selection in WSN. International Journal of Innovative Technology and Exploring Engineering. 2019; 9(1): 87-92. https://www.ijitee.org/wp-content/uploads/papers/v9i1/A3925119119.pdf
• Dubey AK. An Efficient Fuzzy C-Means Method with Variable FV-TC for Data Sensitivity Calculation in a Cloud Computing Environment. International Journal of Engineering and Advanced Technology.2019; 9(1): 4486-4490. https://www.ijeat.org/portfolio-item/a1760109119/
• Dubey AK, Gupta U, Jain S. Comparative study of K-means and fuzzy C-means algorithms on the breast cancer data. International Journal on Advanced Science, Engineering and Information Technology. 2018;8(1):18-29. http://insightsociety.org/ojaseit/index.php/ijaseit/article/view/3490
• Dubey AK, Gupta U, Jain S. Analysis of k-means clustering approach on the breast cancer Wisconsin dataset. International Journal of Computer Assisted Radiology and Surgery. 2016;11(11):2033-47. https://link.springer.com/article/10.1007/s11548-016-1437-9
• Dubey AK, Gupta U, Jain S. Epidemiology of lung cancer and approaches for its prediction: a systematic review and analysis. Chinese Journal of Cancer [Cancer Communications]. 2016; 35(1):71. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4967338/
• Dubey AK, Gupta U, Jain S. Breast cancer statistics and prediction methodology: a systematic review and analysis. Asian Pacific Journal of Cancer Prevention. 2015; 16(10):4237-45. https://journal.waocp.org/article_31073.html

Papers Published in International Journal

• Dubey AK, Kushwaha GR, Prakash J. A novel CSUA based data mining approach for mobile computing environments. International Journal of Computer Application. 2010;7(4): 23-6. https://www.ijcaonline.org/archives/volume7/number4/1151-1506?format=pdf

Papers Published in International Conferences

2023

• Chahar R, Dubey AK, Narang SK. A Mental Health Performance Assessment using Support Vector Machine. In2023 3rd International Conference on Intelligent Technologies (CONIT) 2023 Jun 23 (pp. 1-7). IEEE. https://ieeexplore.ieee.org/document/10205772

2022

• Nemade V, Pathak S, Dubey AK, Barhate D. Breast Mass Classification Using Convolutional Neural Network. InIntelligent System Design: Proceedings of INDIA 2022 2022 Oct 28 (pp. 85-92). Singapore: Springer Nature Singapore.https://link.springer.com/chapter/10.1007/978-981-19-4863-3_8
• Barhate D, Pathak S, Dubey AK, Nemade V. DeepLeaf: Analysis of Plant Leaves Using Deep Learning. InIntelligent System Design: Proceedings of INDIA 2022 2022 Oct 28 (pp. 115-123). Singapore: Springer Nature Singapore.https://link.springer.com/chapter/10.1007/978-981-19-4863-3_11
• Kumar A, Dubey AK, Ramirez IS, Muñoz del Río A, Márquez FP. A Review and Analysis of Forecasting of Photovoltaic Power Generation Using Machine Learning.
• InInternational Conference on Management Science and Engineering Management 2022 Jul 14 (pp. 492-505). Cham: Springer International Publishing. https://link.springer.com/chapter/10.1007/978-3-031-10388-9_36
• Dubey AK, Kumar A, Ramirez IS, Marquez FP. A Review of Intelligent Systems for the Prediction of Wind Energy Using Machine Learning. In International Conference on Management Science and Engineering Management 2022 Jul 14 (pp. 476-491).Cham: Springer International Publishing. https://link.springer.com/chapter/10.1007/978-3-031-10388-9_35
• Barhate D, Pathak S, Dubey AK, Nemade V. Cohort study on recognition of plant species using Deep Learning methods. In Journal of Physics: Conference Series 2022 May 1 (Vol. 2273, No. 1, p. 012006). IOP Publishing. https://iopscience.iop.org/article/10.1088/1742-6596/2273/1/012006
• Chahar R, Dubey AK. A review and analysis of IoT and machine learning algorithms in the brain disease diagnosis and detection. ECS Transactions. 2022 Apr 24;107(1):6641.https://iopscience.iop.org/article/10.1149/10701.6641ecst

2020

• Sasubilli SM, Dubey AK, Kumar A. A computational and analytical approach for cloud computing security with user data management. In International Conference on Advances in Computing and Communication Engineering (ICACCE) 2020 Jun 22 (pp.1-5). IEEE.https://ieeexplore.ieee.org/document/9154975
• Sasubilli SM, Dubey AK, Kumar A. Hybrid security analysis based on intelligent adaptive learning in Big Data. In International Conference on Advances in Computing and Communication Engineering (ICACCE) 2020 Jun 22 (pp. 1-5). IEEE.https://ieeexplore.ieee.org/document/9155049
• Dubey AK, Gupta U, Jain S. Computational Measure of Cancer Using Data Mining and Optimization. In International Conference on Sustainable Communication Networks and Application 2019 Jul 30 (pp. 626-632). Springer, Cham. https://link.springer.com/chapter/10.1007/978-3-030-34515-0_65

2015

• Dubey AK, Gupta U, Jain S. A survey on breast cancer scenario and prediction strategy. In Proceedings of the 3rd International Conference on Frontiers of Intelligent
  Computing: Theory and Applications (FICTA) 2015 (pp. 367-375). Springer International Publishing.
  https://link.springer.com/chapter/10.1007/978-3-319-11933-5_40
• Dehariya N, Pathak V, Dubey AK. An efficient particle swarm optimization and rule mining for fault diagnosis of dissolved gas analysis. In2015 International Conference on Applied and Theoretical Computing and Communication Technology (iCATccT) 2015 (pp. 871-876). IEEE. https://ieeexplore.ieee.org/abstract/document/7457006

2012

• Dubey AK, Dubey AK, Agarwal V, Khandagre Y. Knowledge discovery with a subset- superset approach for Mining Heterogeneous Data with dynamic support. In CSI Sixth International Conference on Software Engineering (CONSEG) 2012 Sep 5 (pp. 1-6).IEEE.https://ieeexplore.ieee.org/document/6349495
• Dubey AK, Dubey AK, Namdev M, Shrivastava SS. Cloud-user security based on RSA and MD5 algorithm for resource attestation and sharing in java environment. In CSI Sixth International Conference on Software Engineering (CONSEG) 2012 (pp. 1-8).IEEE.https://ieeexplore.ieee.org/document/6349503
• Sachdev P, Dubey AK. Novel number allotment method with UTNA (Unique Token Number Allocation) security system for mobile user. In International Conference on Devices, Circuits and Systems (ICDCS) 2012 (pp. 594-598). IEEE.https://ieeexplore.ieee.org/document/6188778
• Gupta RK, Tripathi P, Singh S, Chandel GS, Dubey AK. A Novel Cost Reduction Method (CRM) for Cloud Aggregation and Bursting for Object Based Sharable Environment. ICECT 2012. https://www.researchgate.net/publication/280246574_A_Novel_Cost_Reduction_Met  hod_CRM_for_Cloud_Aggregation_and_Bursting_for_Object_Based_Sharable_Environment
• Agarwal V, Khandagre Y, Dubey AK. Novel Cloud Subset Preserving Mining (CSPM)algorithm for association rule mining in centralized database. In International Conference on Technology Enhanced Education (ICTEE) 2012 Jan 3 (pp. 1-5). IEEE. https://ieeexplore.ieee.org/document/6208647?section=abstract
• Gupta RK, Sahu S, Singh S, Dubey A. A Heuristic Approach on Close-Degree Concept Lattice for Better Attribute Reduction. In International Conference on Computer and Automation Engineering, 4th (ICCAE 2012) 2012. ASME Press. https://www.academia.edu/34253400/A_Heuristic_Approach_on_Close_Degree_Concept_Lattice_for_Better_Attribute_Reduction
• Gupta RK, Pal R, Singh S, Singh G and Dubey AK. An Comparison with Property Based Resource Attestation to Secure Cloud Environment. The Second International Conference on Computer Science, Engineering and Applications (CCSEA-2012) 2012, Delhi, India. https://www.semanticscholar.org/paper/An-Comparison-with-Property-Based-Resource-to-Cloud-Gupta-Pali/a78dfeda3ca13344af2905616ed55d9024844705
• Gupta RK, Saxena S, Singh S, Singh G, Dubey AK. An Efficient Approach for Data Gathering and Sharing with Inter Node Communication in Mobile-Sink. The Second International Conference on Computer Science, Engineering and Applications (CCSEA-2012), May 26- 27, 2012, Delhi, India. https://airccj.org/CSCP/vol2/csit2233.pdf
• Mahor S, Shrivastava N, Dubey AK. Image Processing Method Based on GIS System for Better Disaster Management. In Advanced Materials Research 2012 Feb 9 (Vol.403, pp. 976-981).https://www.scientific.net/AMR.403-408.976
• Khandelwal A, Gupta S, Mishra RS, Khandagre Y, Dubey AK. Establishing Secure Event Detection with Key Pair in Heterogeneous Wireless Sensor Network. In Advanced Materials Research 2012 (Vol. 433, pp. 3445-3450).https://www.scientific.net/AMR.433-440.3445

2011

• Dubey AK, Giri M, Sahare M, Dubey AK. Step-up analysis and generalization approach for Trusted NFC application Development for enhancing real time use
  Location. In International Conference on Communication Systems and Network Technologies (CSNT) 2011 (pp. 318-322). IEEE. https://ieeexplore.ieee.org/document/5966461/?denied=
• Dubey AK, Kushwaha GR, Shrivastava N. Heterogeneous data mining environment based on DAM for mobile computing environments. In Information Technology and Mobile Communication 2011 (pp. 144-149). Springer Berlin Heidelberg. https://link.springer.com/chapter/10.1007/978-3-642-20573-6_23
• Dubey AK, Khandagre Y, Kushwaha GR, Hemnani K, Tiwari R, Shrivastava N. PAPR Reduction in OFDM by Using Modernize SLM Technique. In Recent Trends in
  Wireless and Mobile Networks 2011 (pp. 397-405). Springer Berlin Heidelberg. https://link.springer.com/chapter/10.1007/978-3-642-21937-5_38
• Nigam P, Biswas K, Gupta S, Khandagre Y, Dubey AK. Radar-infrared sensor track correlation algorithm based on neural network fusion system. In International
  Conference on Electronics Computer Technology (ICECT) 2011 (Vol. 3, pp. 202-206). IEEE. https://ieeexplore.ieee.org/document/5941831
• Tomar A, Dubey AK, Richhariya V. Novel Sensitive Information Preserving Mining (SIPM) algorithm for association rule mining in centralized database. In International Conference onEmerging Trends in Networks and Computer Communications (ETNCC), 2011 (pp. 392-397). IEEE. https://ieeexplore.ieee.org/document/6255928
• Pandey S, Gupta N, Dubey AK. A Novel Wireless Heterogeneous Data Mining (WHDM) Environment Based on Mobile Computing Environments. In International
  Conference on Communication Systems and Network Technologies (CSNT)2011 (pp. 298-302). IEEE. https://ieeexplore.ieee.org/document/5966457
• Haneef F, Kushwaha GR, Dubey AK. Analysis with Data Mining and Ant Colony Algorithm for Implementing of Object Pool optimization. In International Conference on Communication Systems and Network Technologies (CSNT) 2011 (pp. 313-317).IEEE. https://ieeexplore.ieee.org/iel5/5963767/5966391/05966460.pdf

2010

• Dubey AK, Shandilya SK. A comprehensive survey of grid computing mechanism in J2ME for effective mobile computing techniques. In International Conference on
  Industrial and Information Systems (ICIIS) 2010 (pp. 207-212). IEEE. https://ieeexplore.ieee.org/abstract/document/5578708
• Dubey AK, Shandilya SK. Exploiting Need of Data Mining Services in Mobile Computing Environments. In International Conference on Computational Intelligence
  and Communication Networks (CICN) 2010 (pp. 409-414). IEEE. https://ieeexplore.ieee.org/document/5702004
• Dubey AK, Shandilya SK. A novel J2ME service for mining incremental patterns in mobile computing. In Information and Communication Technologies 2010(pp. 157- 164). Springer Berlin Heidelberg. https://link.springer.com/chapter/10.1007/978-3-642-15766-0_23

Books/Edited Books Published

• Ashutosh Kumar Dubey, Database Management Concepts, S. K. Kataria & Sons, 2010. (ISBN-13: 9789350140857, ISBN-10:9350140857)
• AI and IoT-Based Intelligent Automation in Robotics
  Author: Ashutosh Kumar Dubey, Abhishek Kumar, S. Rakesh Kumar, N. Gayathri
  Publisher: John Wiley & Sons Inc
  ISBN: 9781119711209
  ISBN 10: 1119711207
  Publication Date: 20 April 2021
• Intelligent Healthcare: Applications of AI in eHealth
  Author: Surbhi Bhatia, Ashutosh Kumar Dubey, Rita Chhikara, Poonam Chaudhary
  Publisher: Springer Nature Switzerland AG
  ISBN: 9783030670504
  ISBN 10: 3030670503
  Publication Date: 03 July 2021
• Blockchain, Artificial Intelligence, and the Internet of Things: Possibilities and Opportunities
  Author: Pethuru Raj, Ashutosh Kumar Dubey, Abhishek Kumar, Pramod Singh Rathore
  Publisher: Springer Nature Switzerland AG
  ISBN: 9783030776367
  ISBN 10: 3030776360
  Publication Date: 23 November 2021
• Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics
  Author: Abhishek Kumar, Ashutosh Kumar Dubey, Sreenatha G. Anavatti, Pramod Singh Rathore
  Publisher: Taylor & Francis Ltd
  ISBN: 9780367676339
  ISBN 10: 0367676338
  Publication Date: 10 March 2022
• Artificial Intelligence for Renewable Energy systems
  Author: Ashutosh Kumar Dubey, Sushil Narang, Arun Lal Srivastav, Abhishek Kumar, Vicente García Díaz
  Publisher: Elsevier Science Publishing Co Inc
  ISBN: 9780323903967
  ISBN 10: 0323903967
  Publication Date: 11 August 2022
• Evolving Predictive Analytics in Healthcare: New AI techniques for real-time interventions
  Author: Abhishek Kumar, Ashutosh Kumar Dubey, Surbhi Bhatia, Swarn Avinash Kumar
  Publisher: Institution of Engineering and Technology
  ISBN: 9781839535116
  ISBN 10: 1839535113
  Publication Date: 25 October 2022
• Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence
  Author: Arun Lal Srivastav, Ashutosh Kumar Dubey, Abhishek Kumar, Sushil Kumar Narang, Moonis Ali Khan
  Publisher: Elsevier – Health Sciences Division
  ISBN: 9780323997140
  ISBN 10: 0323997147
  Publication Date: 16 November 2022
• Blockchain, Artificial Intelligence, and the Internet of Things: Possibilities and Opportunities
  Author: Pethuru Raj, Ashutosh Kumar Dubey, Abhishek Kumar, Pramod Singh Rathore
  Publisher: Springer Nature Switzerland AG
  ISBN: 9783030776398
  ISBN 10: 3030776395
  Publication Date: 24 November 2022
• Quantum Computing and Artificial Intelligence: Training Machine and Deep Learning Algorithms on Quantum Computers
  Author: Pethuru Raj, Abhishek Kumar, Ashutosh Kumar Dubey, Surbhi Bhatia
  Publisher: De Gruyter
  ISBN: 9783110791259
  ISBN 10: 3110791250
  Publication Date: 07 August 2023

BOOK CHAPTER PUBLISHED

• Rani L, Srivastav AL, Kaushal J, Grewal AS, Dubey AK, Kumar A, Narang SK. Recent advances in the production of renewable biofuels using microalgae. Artificial Intelligence for Renewable Energy Systems. 2022 Jan 1:173-87.

TRAINING PROGRAMS/WORKSHOPS/REFRESHER COURSES/FDPs ATTENDED

• Professional Development Programme on ‘Implementation of NEP2020 for University and College Teachers Indira Gandhi National Open University New Delhi 110068
  12-06-2023.20-06-2023.
• One-week short term training program on Advanced Engineering Optimization through Intelligent Techniques (AEOTIT) NIT Surat, Gujrat, India 22-09-2014 to 26-09-2014.

FIELD OF SPECIALIZATION

• Database management system, Machine learning, Health informatics, Renewable energy, Cloud computing and big data, Object oriented programming

PROFESSIONAL MEMBERSHIPS AND RECOGNITIONS/AWARDS

Membership of Professional Bodies:

• Senor Member IEEE (Membership No.90670192, Member from 14 years).
• Senior Member ACM (Membership No.4937358, Member from 13 years).
• Member IAENG (Membership No.108945, Member from 12 years).
• IEEE Computer Society Technical Committee on Computer Architecture (Member from 10 years).
• IEEE Computer Society Technical Committee on Computer Communications (Member from 6 years).
• IEEE Computer Society Technical Committee on Intelligent Informatics (Member from 10 years).
• IEEE Computer Society Technical Committee on Software Engineering (Member from 10 years).
• IEEE Computer Society Technical Committee on Computational Life Sciences (Member from 10 years).
• Cloud Computing Community, IEEE (Member from 9 years).
• Smart Grid Community, IEEE (Member from 9 years).
• Member, IEEE Computer Society Membership Growth and Sustainability Committee in 2013.

Award Achieved:

• Biography included in MARQUIS Who’s Who in the World in 2013, 2014, 2015, 2016 and 2017.
• Biography included in 2000 outstanding Intellectuals of the 21st Century by International Biographical Centre (IBC), Cambridge, England, 2014.

• Title of Invention: IOT Based Situation Aware Business Process Applications for Consumer Data Management Application Number: 202011052002
• Title of Invention: Smart Printer cum Laptop Stand Application Number: 388088-001, 388089-001, 388090-001

• Doctor of Philosophy (PhD) Computer Science & Engineering JK  Lakshmipat University, Jaipur, Rajasthan, April 2019
• Master of Technology (M. Tech) Computer Science & Engineering RGPV, Bhopal, Madhya Pradesh, 2010, 70.37 %
• Bachelor of Engineering (B.E) Computer Science & Engineering RGPV, Bhopal, Madhya Pradesh, 2005, 74.75%
• Project: I am associated with the joint research project name “Development and demonstration of a long-endurance sea surveying autonomous unmanned vehicle with gliding capability powered by hydrogen fuel cell” (Ref. H2020-MG-2018-SingleStage-INEA, 824348). Ingenium Research Group Lab, Universidad de Castilla-La Mancha, Ciudad Real, Ciudad Real Spain.
• PhD Dissertation Title: An optimized framework for cancer analysis–An integrated approach of mining and evolutionary algorithms
• M.Tech Dissertation Topic: An efficient J2ME-based mobile progressive pattern mine (J2MPP-Mine) for effective mobile computing

16 Years Teaching