SOET FACULTY KRMU DR. Pankaj Agarwal

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Dr. Pankaj Agarwal

Professor & Dean -Engineering & Technology

Interest Area(s)

  • Data Science & Machine Learning (with Python & R programming)
  • Design & Analysis of Algorithms.
  • AI & Soft Computing Techniques
  • Data Analytics with Tableau & KNIME Analytics 
  • Deep Learning & Computer Vision
  • Natural Language Processing
  • Bioinformatics
 
Dr. Agarwal completed his Ph.D in Computer Science from Jamia Millia Islamia Central University, Delhi in the year 2009. Currently he is associated as Professor & Dean (Engineering) at K.R Mangalam University, Gurugram. He served as Professor & Head of Computer Science & Engineering department with IMS Engineering College Ghaziabad for 12 years.
 
He has a rich teaching experience of more than 21 years in reputed engineering institutions of NCR and research experience of more than 15 years. He has more than 45 research publications in international journals/conferences to his credit. He has 7 research patents to his credit including Australian, German & Indian patent. 
 
His areas of interest & research includes Data Science & Machine Learning algorithms, Algorithms Design & Analysis, Data Analytics, Soft computing Techniques, with hands on experience in ML, NLP, Computer Vision & Deep Learning with Python Programming, Tableau, KNIME etc.  
 
He is an IBM certified data Science Professional & Microsoft certified Programmer. He has been associated as consultant & trainer with Ureka International Learning, Oxford, U.K. He has trained international students on ML & data analytics practical courses. He has also served as a guest faculty at BITS, Pilani and Great Learning.
 
Dr. Pankaj has published books on subjects including Design & Analysis of Algorithms, Microsoft.Net, Software Project Management, Information Security, RDBMS, C Programming etc. Five scholars have completed their Ph.D work under his supervision. Five students have completed their Ph.D work under his supervision and more than 30 students completed their MS/M.Tech thesis work under his supervision. 
  • Ph.D (Computer Science) from Jamia Millia islamia Central University, New Delhi in 2009.
  • M.Tech Computer Science & Engineering from Sam Higginbottom Institute of Agriculture, Technology and Sciences, Allahabad in 2006.
  • M.Sc Computer Science from Jiwaji University, Gwalior in 2000.
  • B.Sc Electronics & Computer Science from Jiwaji University in 1998.
  • 10+2 from Army Public School, Bengdubi, Dist Darjeeling, West Bengal in 1994.
Additional:
  • Microsoft Certified Programmer (2002)
  • IBM Certified Data Science Professional Certification (2021)
  • Worked as Professor with Northcap University in the department of Computer Science & Engineering from July 2021 to July 2022.
  • Worked as Guest faculty (part time) with BITS Pilani during 2021-22
  • Worked as Professor & Head, Department of Computer Science & Engineering, IMS Engineering College, Ghaziabad, U.P India from 14 July 2009 to 15th July 2021.
  • Worked as Associate Professor/Assistant Professor with KIET & RKGIT, Ghaziabad affiliated through UP Technical University, Lucknow from 2002 to 2009.
  • Worked as software developer at Basenet Solutions & KCC Pvt Ltd, Delhi from 2000 to 2002.
 
  • Data Science & Machine Learning (with Python & R programming)
  • Design & Analysis of Algorithms.
  • AI & Soft Computing Techniques
  • Data Analytics with Tableau & KNIME Analytics 
  • Deep Learning & Computer Vision
  • Natural Language Processing
  • Bioinformatics
  • Abhijeet Sekhon and Pankaj Agarwal; Face recognition using back propagation neural network technique’; Paper also appears in IEEE X-Plore through ICACEA-2015
  • Nikita Garg & Pankaj Agarwal; Recent Advancements in Requirement Elicitation & Prioritization Techniques”  at IEEE Co-Sponsored International Conference on Advances in Computer Engineering and Applications ICACEA-15 at IMS Engineering College on 19-20 March 2015.
  • Pankaj Agarwal et. al; “New Genetic Algorithm for Multiple Sequence Alignment Problem"; published in Third International Conference on Advances in Communication, Network, and Computing – CNC 2012, The Proceedings published by Springer, Berlin Heidelberg and available in the Springer Digital Library; Print ISBN: 978-3-642-35614-8; Series ISSN: 1867-8211; pp 437-443 (2012)
  • Avdhesh Gupta & Pankaj Agarwal; “Minimizing the Makespan and Economic Cost of Schedule for the Grid Applications”, Artificial Intelligence and Soft Computing (AISC 2012),co-sponsored by IEEE, UP chapter, IIT-BHU
  • Pankaj Agarwal and S.A.M. Rizvi;”A New Hash-Based Search Technique for Finding Patterns in Molecular Sequences”; Proceedings of First International Conference on information systems, Technology and Management, pp. 57-61, ISBN: 81-8424-182-8, New Delhi, India (2007).
  • Pankaj Agarwal and S.A.M. Rizvi,” Solving Planted Motif Problem: A New Approach”; published at  15th IEEE International Conference on advanced computing and communication, published by IEEE Computer Society, pp. 382-386, ISBN:0-7695-3050-8, Organized by IIT Guwahati, India, December (2007). Paper also appears in IEEE X-Plore.
  • Pankaj Agarwal and S.A.M. Rizvi; A time efficient algorithm for finding longest common subsequence from two molecular sequences; Bioengineering Conference, 2007. NEBC '07. IEEE 33rd Annual Northeast; Stony Brook University, New York, USA; Paper also appears in IEEE X-Plore.
  • Pankaj Agarwal and S.A.M. Rizvi;”A New Bucket-Based Algorithm for Finding LCS from Two Given Molecular Sequences”; IEEE Proceedings in 4th IEEE International Conference of Information and Technology, published by IEEE Computer Society, Vol. II, ,  pp. 560-562, ISBN:0-7695-2497-4,  Las Vegas, USA (April 10-12, 2006);
  • Pankaj Agarwal and S.A.M. Rizvi, ”A New Index-Based Parallel Algorithm for finding Longest Common Subsequence in Multiple DNA Sequences”; Proceedings of 7th  International Conference on Cognitive Systems, New Delhi, India (2005).
  • Pankaj Agarwal and S.A.M. Rizvi,” A Technique Based on Neural Network for Predicting the Secondary Structure of Proteins “; published at IEEE International Conference on Computational Intelligence & Multimidea Applications, published by IEEE Computer Society, Vol. II, pp. 517-522, ISBN:0-7695-3059-1, Sivakasi, India, December (2007). Paper also appears in IEEE X-Plore.
  • Pankaj Agarwal and S.A.M. Rizvi; ” A Neural Network For Predicting The Secondary Structure Of Proteins From Amino Acid Sequences” ; Proceedings of International Conference on Bioinformatics, JNU, New Delhi, India (2006); 
  • Pankaj Agarwal and S.A.M. Rizvi, ”Prediction of Secondary Structure of Proteins Using an Artificial Intelligence Technique: The Nearest Neighbor Strategy”; Proceedings of International Conference on Bioinformatics, New Delhi, India (2006); 
FUNDED RESEARCH PROJECT
 
  • Funded research project “Batwing-Multipurpose drone” from AKTU Lucknow.  My role: principal investigator. Project completed in 2020.
 
PROFESSIONAL /CORPORATE TRAINING:
  • Trained more than 100 Professionals/Students across the world on technologies like Data Science/Machine Learning/Deep Learning/Tableau/KNIME/Computer Vision/Design & Analysis of Algorithms/Competitive Coding/ Python/R/Matlab/C++ etc.
  • Have trained industry professionals on data science at BITS Pilani as Guest faculty.
  • Corporate training to Engineers at CDAC Noida in 2002 & 2003 on VB+Oracle
 
PATENTS
  • Pankaj Agarwal et. al; “An Impaired Voice Correction Device and its Method Thereof”, Application Number: 2021105188, published on 27/10/2021 (Australian Patent)
  • Pankaj Agarwal et. al; “Collective Movement Prediction and Learning Model for Team Sports”, Application Number: 202141042396 (Indian Patent), Status: Published, Publication date: 29/10/2021(Indian Patent)
  • Pankaj Agarwal et. al; “Intelligent System for Management of Healthcare Recourses in Hospital Using Data Mining & Machine Learning”, Application Number: 202111051627 (Indian Patent), Status: Published, Publication date: 19/11/2021(Indian Patent)
  • Pankaj Agarwal et. al; “A Smart Nervous System and a Method Based on Artificial Intelligence and Machine Learning to Assist Paralyzed People”, Application Number: 202111053267 (Indian Patent), Status: Published on 26/11/2021
  • Pankaj Agarwal et. al; “Smart Shoe for Blind People to Detect Obstacles Using Internet of Things & Artificial Intelligence”, Application Number: 202121048446 (Indian Patent), Status: Published: 3/12/2021
  • Pankaj Agarwal et. al; A resource discovery mechanism in a 3-d cartesian coordinate system for enhancing search efficiency; Application Number: 2021106680; Australian Patent, Published on 8 Dec 2021
  • Pankaj Agarwal et. al ; “Intelligent Noise Detection System Based on Artificial Intelligence Processing Multiple Sounds”; Application Number: 20 2022 101 069.2, Published on : 23-3-2022(German Patent)
 
BOOKS PUBLISHED
  • Pankaj Agarwal, S.M Rizvi ,“Algorithm: Analysis, Design & implementation”, Publisher: Anshan, Ltd, ISBN: 9781848290228 
  • Pankaj Agarwal, S.M Rizvi, “Principles of Software Project Management”, Khhana publications, New Delhi, ISBN: 978-93-80016-02-3
  • Pankaj Agarwal, “Information Security & Cyber laws”, Acme Learning, Delhi,2010 (ISBN: 978-93-80408-38-5)
  • Pankaj Agarwal, “Principles of .NET Framework”, Vayu Publications, New Delhi.ISBN: 978-81-908040-28
  • Pankaj Agarwal, “Computer Organization”, Vayu Education, New Delhi, ISBN: 9788190804097
  • Pankaj Agarwal ,“Relational Database Management Systems”, Vayu Publications, New Delhi.
  • Pankaj Agarwal, “ C Programming”, Vayu Publications, New Delhi
 
 
MOOC COURSES DEVELOPED
Developed & recorded four lecture sessions on “Design & Analysis of Algorithms”. Available at youtube
 
  • Pankaj Agarwal et. al ; Realtime Crop filed monitoring system using iOT, Journal of Nanotechnology, Hindwai; indexed in Scopus & Web of Science (communicated & accepted)
  • Pankaj Agarwal et. Al; Seizure Prediction and Detection Using Integrated Learning Algorithms from Multi-Source Data; Computational and Mathematical Methods in Medicine; Hindwai Journal, Scopus & Web of Science Indexed (Accepted)
  • Pankaj Agarwal et al; Cyber-Internet Security Framework to Conquer Energy-Related Attacks on The Internet of Things with Machine Learning Techniques, Journal of Computational Intelligence and Neuroscience, ISSN: 1687-5265 (Print), Hindwai Journal, Scopus & Web of Science Indexed , Published 2022 (I.F: 3.10)- in press
  • Agarwal, P., Yadav, S, ‘Bayesian-based binary compression with bandwidth optimization for UAV aerial images’, Int. J. Engineering Systems Modelling and Simulation, Inderscience Journal, DOI: 10.1504/IJESMS.2022.10046832 (in press), Indexed in Scopus, Emerging Sources Citation Index (Clarivate Analytics) 2022
  • Neda F, Pankaj A, Sapna Y. COVID-19 Vaccination Progress in India and its Neighbors. International Journal of Current Research and Review, 13(23), December, 2021, 108-112, http://dx.doi.org/10.31782/IJCRR.2021.132318
  • Sapna Yadav, Pankaj Agarwal, S.M Rizvi; “Applying Machine Learning for Prediction of Future Strains of Influenza-A Virus”; Journal of Drugs and Cell Therapies in Hematology (DCTH), Italy; 10(1), 1435–1449. https://www.dcth.org/index.php/journal/article/view/282; indexed in ESCI, Web of Science (2021)
  • Pankaj Agarwal, Sapna Yadav; “How India and its Neighbors are doing during Covid-19 Pandemics- A Critical Analysis”; International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-9 Issue-3, Scopus Indexed, (September 2020)
  • Sapna Yadav, Pankaj Agarwal; “Influenza Prediction: Analyzing Machine Learning Algorithms”; Asian Journal of Computer Science and Technology, DOI: 10.35940/ijrte.C4261.099320,  ISSN: 2249-0701 Vol.9 No.1, 2020, pp. 14-18 (2020)
  • Yash Bansal, Vishal Sharma, Pankaj Agarwal, “Imagenics Super-Resolution Generative Adversarial Networks (ISRGAN),” International Journal of Computer Sciences and Engineering, Vol.8, Issue.5, pp.196-200, 2020 
  • Pankaj Agarwal et al;, Predictive Model for Analyzing PM 2.5 Level of Air (March 28, 2020). Proceedings of the International Conference on Innovative Computing & Communications (ICICC) 2020, 
  • Pankaj Agarwal, Mukesh Singh, “A multipurpose drone for water sampling & video surveillance”, Second IEEE International Conference on Advanced Computational and Communication Paradigms, Sikkim (2019). IEEE e-explore ref (https://ieeexplore.ieee.org/document/8883017) 
  • Pankaj Agarwal et al;, “By using MADALINE Learning with Back Propagation and Keras to Predict the Protein Secondary Structure”, International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-9 Issue-2, December, 2019 (Scopus indexed)
  • Pankaj Agarwal et al, “Prediction of Secondary Structure of Proteins by using Back-propagation and Sliding window for Error Minimization”, International Conference SIGMA-2018 organized by NSIT Delhi, Springer book series, Feb 2018.
  • 15.Kaushal Kishor, Pankaj Agarwal “Secure and Efficient Routing Protocol for MANET”  Indian Journal of Public Health Research & Development, Volume 9, No. 12, December 2018.  (Scopus index journal)
  • 16.Kaushal Kishor, Pankaj Agarwal, “Subnet Hybrid Gateway MANET Protocol on the basis of Dynamic TTL Value Adjustment” Journal of Engineering and Applied Sciences, Issue 13 (3), pp. 776-783, March 2018. Scopus Indexed
  • Kaushal Kishor, Pankaj Agarwal, “Subnet Based Ad Hoc Network Algorithm Reducing Energy Consumption in MANET”, International Journal of Applied Engineering Research, (Scopus Indexed), ISSN 0973-4562 Volume 12, Number 22 (2017) pp. 11796-11802 (ISI Indexed Journal with I.M 4.4)
  • 18. K Kishor, P Nand, P Agarwal, “Subnet Based Ad Hoc Network Algorithm Reducing Energy Consumption   MANET”, International Journal of Applied Engineering Research, Issue 22, Volume 12, ISSN 0973-4562, pp. 11796-11802, October 2017. (Scopus Indexed Journal)
  • Abhjeet Sekhon, Pankaj Agarwal, “Face Recognition Using K-Means and RBFN”, International Journal of Computer Science and Mobile Computing, Vol.6 Issue.2, February -2017, pg. 137 -141, ISI indexed (2017)
  • Pankaj Agarwal et al; “Machine Learning Tool Box”; Machine Learning and Applications: An International Journal (MLAIJ); Vol 3, No. 3, September 2016
  • Abhjeet Sekhon and Pankaj Agarwal; ‘Face Recognition Using Artificial Neural Networks’; International Journal of Computer Science and Information Technologies, Vol. 7 (2) , 2016, 896-899. I.F 3.2 (2016)
  • Abhjeet Sekhon and Pankaj Agarwal; ‘Face Recognition Using Unsupervised Learning Technique’; International Journal of Computer Science and Information Technologies, Vol. 7 (5) , 2016, 2163-2166
  • Pankaj Agarwal et al;”Multiple Sequence Alignments with Parallel Computing”; Published in International Journal of Computer Applications® (IJCA) (0975 – 8887),USA. (2014).
  • Ruchi Gupta, Pankaj Agarwal, A.K Soni" MSA-GA: Multiple Sequence Alignment Tool Based on Genetic Approach", International Journal of Soft Computing and Software Engineering [JSCSE], Vol. 3, No. 8, pp. 0-0, 2013; indexed in SCIVerse(SCOPUS); published by Advance Academic Publisher; San Francisco, USA (2013)
  • Ruchi Gupta and Pankaj Agarwal; “Two New Genetic Algorithm Based Methods for Obtaining Alignment of Multiple Sequences”; International Journal of Advanced Research. (impact factor: 1.6)(2013)
  • Pankaj Agarwal et al.; “To Study the Effect of Genetic Operators on Alignment of Multiple Sequences”; Journal of Computer Science & Systems Biology (ISSN: 0974-7230); published by OMICS Publishing Group, Los Angeles, USA; Impact Factor: 1.62 (2013)
  • Pankaj Agarwal et al.; “Genetic Algorithm Based Approach for Obtaining Alignment of Multiple Sequences"; published in International Journal of Advanced Computer Science and Applications (IJACSA); U.S ISSN : 2156-5570(Online) ;U.S ISSN : 2158-107X(Print); Vol 3, No. 12; IM:1.187(2011), indexed in Scopus (Elsevier) (Dec, 2012).
  • Rahul & Pankaj Agarwal; ‘A Review: Applying Genetic Algorithms for Motif Discovery’; International Journal of Research in Computer Science, A Unit of White Globe Publications; ISSN (Print)   : 2249 – 8257 (2012) 
  • Pankaj Agarwal et al.; “Secondary Structure Prediction Using ANN Learning”; International Journal of Computer Science & Engineering Technology (IJCSET),ISSN: 2229-3345; Vol 1 Issue 1 2011; indexed & archived in all major academic databases like citeulike - sponsored by Springer etc (2011).
  • Pankaj Agarwal & Laxmi Kant.; “Enhanced Matrix Model for Finding Sequence Motif”, International Journal on Computer Science and Engineering (IJCSE) (ISSN: 2229-5631) Volume 3 Issue 1 2011; Published by: Engineering Journals Publications; indexed & archived in all major academic databases (2011).
  • Pankaj Agarwal; “Hand-Written Character Recognition Using Kohonen Network”; International Journal Of Computer Science & Technology (IJCST) , VOL.2, ISSUE.3, SEPTEMBER, 2011, ISSN : 0976-8491 (online), 2229-4333 (Print), Indexed in ACM Computing Reviews, ACM Guide to Computing Literature, SCOPUS, DBLP, EBSCO database, Google Scholar etc (2011).
  • Pankaj Agarwal et al.” Sequence Alignment Using Sequence Comparison and Analysis Tool”, International Journal on Recent Trends in Engineering & Technology [IJRTET], Volume 4, Issue 2, 2010[ISSN: 2158-5563], ACEEE,USA; indexed in major academic databases, including Scopus, SEARCH Digital Library, IEE INSPEC, EI (Compendex), Thomson ISI (ISTP), and other indexing services (2010). [IM-1.084]
  • Pankaj Agarwal et al.;” Performance Analysis Of Exact Pattern Matching Algorithms On Molecular Sequences”, International Journal on Recent Trends in Engineering & Technology [IJRTET], Volume 4, Issue 2, 2010 [ISSN: 2158-5563], ACEEE, USA; indexed in major academic databases (2010). [IM-1.084]
  • Pankaj Agarwal et al.;” Gene Prediction Using SCAT”, published in the International Journal of Computational Intelligence in Bioinformatics Vol II, Dec, 2009 Edition [ISSN: 0973-385X] published by Research India Publication, New Delhi (2009).
  • Pankaj Agarwal and S.A.M. Rizvi,” Computational Pattern Matching in Molecular Sequences: Three Naïve Approaches"; International Journal of Computing and Mathematical applications; Global Research Publications, Vol. 2, No. 1-2, Jan-Dec, pp. 171-188, ISSN:0974-4312,New Delhi (2009).
  • Pankaj Agarwal and S.A.M. Rizvi, ”Pattern Matching Based Technique to Solve Motif-Finding Problem "; International Journal of Information Technology, Vol. 1, No. 1, Jan-July, pp. 17-21, ISSN:0973-5658, New Delhi, India. IM:0.6 ;ISSN: 0973-5658, Springer.
  • Pankaj Agarwal and S.A.M. Rizvi; “Solving Sequence Alignment Problem using Pipeline Approach "; published in International Journal of Information Technology, ISSN: 0974-4312, New Delhi, India (2009). ISSN: 0973-5658; Springer.
  • Agarwal S., Singh V., Agarwal P., Rani A. (2019) Prediction of Secondary Structure of Proteins Using Sliding Window and Backpropagation Algorithm. In: Malik H., Srivastava S., Sood Y., Ahmad A. (eds) Applications of Artificial Intelligence Techniques in Engineering. Advances in Intelligent Systems and Computing, vol 698. Springer, Singapore. https://doi.org/10.1007/978-981-13-1819-1_50