Dr. Alka Singhal

Educational Qualifications

• Ph.D (Computer Science & Engineering) from Delhi Technological University, DELHI. (2018)
• M.Tech. (Computer Science & Engineering) from Delhi College of Engineering (Delhi University), DELHI.(2008)
• B.Tech. (Computer Science & Engineering) from Jamia Millia Islamia, A Central Government University, DELHI(2005)

Work Experience

Teaching Experience:

• Presently working as Assistant Professor (Sr. Grade) in the Department of Computer Science & Engineering and Information Technology at Jaypee Institute of Information Technology (JIIT), Sector 62, NOIDA, U.P. from July 2019 to till date.
• Prior to this, has served as Assistant Professor in the Department of Computer Science & Engineering at Inderprastha Engineering College, Ghaziabad U.P. from Nov 2005 to June 2019.

Interest Area(s)/ Taught Subjects

M.Tech(Computer Science)

• Operating System and DBMS
• Distributed Database Management System
• Computer Networks

B.Tech(Computer Science)

• Operating System
• Database Management System
• Computer Networks
• Data Mining and Warehouse
• Semantic Web and Web Services
• Software Project Management
• Data Mining and Web algorithms
• Algorithm Analysis and AI
• Software Development Fundamentals-I
• Software Development Fundamentals-II

MCA

• Client Server Systems(MCA 4th Sem)
• Paradigm of Programming Languages(MCA 2nd Sem)
• Programming Language(C,C++)

Publications

• Sharma and A. Singhal, "A Novel Heart Disease Prediction System Using XGBoost Classifier Coupled With ADASYN SMOTE," 2023 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), Greater Noida, India, 2023, pp. 76-81, doi: 10.1109/ICCCIS60361.2023.10425095.
• Jain, A., & Singhal, A. (2024). Bio-inspired Approach for Early Diabetes Prediction and Diet Recommendation. SN Computer Science, 5(1), 182.
•  Jain, A., & Singhal, A. (2023, November). Utilizing Metaheuristic Machine Learning Techniques for Early Diabetes Detection. In 2023 Second International Conference on Informatics (ICI) (pp. 1-6). IEEE.
• Jain, A., & Singhal, A. (2022). Personalized food recommendation—state of art and review. Ambient communications and computer systems: Proceedings of RACCCS 2021, 153-164.
• Singhal, A., & Jindal, B. K. (2021). GoTrip: An Automatic Ontological Travel Itinerary Planner Using SPARQL Inferencing. Available at SSRN 3834234.
•  Jain, A., & Singhal, A. (2022, November). Diet Recommendation using Predictive Learning Approaches. In 2022 3rd International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT) (pp. 1-5). IEEE.
• Jain, A., & Singhal, A. (2022, November). Early Diabetes Prediction Using Deep Ensemble Model and Diet Planning. In Proceedings of the International Conference on Intelligent Computing, Communication, and Information Security (pp. 101-111). Singapore: Springer Nature Singapore
•  Sharma, S., & Singhal, A. (2022, December). A Comprehensive Investigation of Machine Learning Algorithms with SMOTE Integration to Maximize F1 Score. In International Conference on Communication and Intelligent Systems (pp. 187-199). Singapore: Springer Nature Singapore.
• Jain, A., & Singhal, A. (2022). Personalized Food Recommendation—State of Art and Review. Ambient Communications and Computer Systems, 153-164.
• Singhal, A., Jindal, B. K., & Bhatia, V. (2022). Energy-Efficient Network Intrusion Detection Systems in the IOT Networks. In Green Computing in Network Security (pp. 79-94). CRC Press.
• Rajni Jindal and Alka Singhal (2017),"Ontology for Learning object Metadata to make contextual search in E-library." is accepted and published in SCESM 2017, scheduled on 27-28 January 2017 at Jain College of Engineering Belgaum, Near GOA, India
• Rajni Jindal and Alka Singhal (2017),"Ontology for Learning object Metadata to make contextual search in E-library." is accepted and published in International Journal of Control Theory and Applications, volume 10 issue 19.
• Rajni Jindal and Alka Singhal (2017), “Performance Analysis for the Ontology based Intelligent Information Retrieval using Non monotonic Inference Logic using SPARQL” is accepted and published in Journal of Computer Science. DOI: 10.3844/jcssp.2017.
• Rajni Jindal and Alka Singhal (2017) , “A Semantic modeling of Personalized E-Learning System with collaborative refining and content based on Clouds” is accepted and will be published in Journal of Engineering and Applied Sciences (Online)
• Rajni Jindal and Alka Singhal (2016), “E-learning on Clouds: A profitable and efficient Business Model" is accepted and published in 3rd International conference on Innovative Research in Engineering Science and Management (esm-16),2016 YMCA, Delhi.
• Rajni Jindal and Alka Singhal (2016), “E-learning on Clouds: A profitable and efficient Business Model" published in International Journal of Engineering Technology Management and Applied Sciences [IJETMAS],vol.4. Issue4,2016.
• Rajni Jindal and Alka Singhal (2016), "Learner centric and adaptive E-library based on learner feedback model." Inventive Computation Technologies (ICICT), International Conference on. Vol. 3. IEEE, 2016.
• Rajni Jindal and Alka Singhal (2016), “Personalized E-library: A Recommender System Based on Learner’s Feedback Model”. In: Basu A., Das S., Horain P., Bhattacharya S. (eds) Intelligent Human Computer Interaction. IHCI 2016. Lecture Notes in Computer Science, vol 10127. Springer, Cham, Doi: https://doi.org/10.1007/978-3-319-52503-7_20. SCOPUS INDEXED
• Rajni Jindal and Alka Singhal (2014), “Ontology for Learning object Metadata to enhance concept for Collaborative learning” is accepted and published in International Conference on Research and Sustainable Business 2014, IIT, Roorkee.
• Rajni Jindal and Alka Singhal (2013), “A Quality model for E-learning as a Service in cloud computing framework” published in the proceedings of International Conference on Soft Computing and Software Engineering [SCSE'13], San Francisco, California, USA. Page 81-82.
• Rajni Jindal,Alka Singhal (2013), "A Quality Model for E-Learning as a Service in Cloud Computing Framework", International Journal of Soft Computing and Software Engineering [JSCSE], Vol. 3, No. 3, pp. 816-820, 2013, Doi: 10.7321/jscse.v3.n3.123
• Rajni Jindal and Alka Singhal (2012), “Social Networking based E-Learning System on Clouds” published by International Journal of Computer Applications[IJCA], Vol. 4, No. 18, March 2012. Digital Library URI : http://www.ijcaonline.org/archives/volume41/number18/5645- 8086 ISBN : 973-93-80867-03-7
• Alka Singhal and Rajni Jindal (2008), “An Approach For Targeted Advertising In EBuisness Using Pragmatic And Semantic Web Concept” is accepted and will be published in the proceedings of 1st International conference on semantic e-business and enterprise computing (SEEC2008) in Cochin, during 17-19 September.
• Alka Singhal and Rajni Jindal (2008), “Semantic Web Approach In Software Engineering”, published in the 4th International Conference on Challenges and Development in IT on 30 May 2008 in Ludhiana.

Patent

A wearable sensor based customized menstrual cycle predictor

Session Chair in Conferences

Session Chair:

• ICSEIET-2023 ABES 
• International Conference on Artificial Intelligence and Data Science Applications (ICAIDSC) 22-23, September 2023  IPEC

Workshop and FDP Organized

• FDP on Green IoT for Sustainable Development from 13th June – 17th June, 2022 at JIIT Noida 2021
• One Week FDP Research Aspects in Modern Analytics and Cyber Security from Jul 20 - Jul 24' 20, JIIT Noida

Workshop and FDP Attended

2023-24

• Attended Online Online workshop Organized by, Institute Industry Linkage Cell, Department of CSE/IT, JIIT Noida on Data Engineering 21th September – 23 September, 2023
• 2-week online summer school on Cyber Threat Intelligence and Forensics organized by the Department of CSE & IT, JIIT, Noida, from July 3rd-15th, 2023.
• FDP entitled "Statistical and Computational Methods for Decision Making" held from July 17-22, 2023
•  Attended AI for youth FDP from 16th Oct-21st Oct’2023
• Attended Online Faculty Development Programme Organized by, Institute Industry Linkage Cell, Department of CSE/IT, JIIT Noida on Artificial Intelligence Tools 28th June – 03 July, 2023

2022-23

• FDP on Full Stack Engineering from 4/7/2022- 9/7/2022 at CS/IT Dept JIIT
• FDP on Communication Strategies & Pragmatics for Teaching Pedagogy from 25/7/2022- 30/7/2022 at HSS Dept, JIIT
• FDP on Mathematical Foundations of Data Science from 20/3/2023-1/4/2023 at Maths Dept, JIIT
• IC3-2022 from 4/8/2022-6/8/2022 at CS/IT Dept, JIIT
• FDP on Data Intelligence & Applications from 7/1/2023-14/1/2023 at CS/IT Dept, JIIT
• FDP on Artificial Intelligence Tools from 28/6/2023-3/7/2023 at CS/IT Dept, JIIT
• FDP on Emerging Technology stack from 6/2/2023-10/2/2023 at CS/IT Dept. ABES

2021-22

• 2-week Summer School on Industry 4.0: Security and Technological Aspects from 9th August -21st August 2021 at JIIT, Noida.
• FDP on “Recent Trends in Cyber Security and Machine Intelligence” from 31st January to 4th Feb 2022 at IPEC, AKTU
• FDP on Green IoT for Sustainable Development from 13th June – 17th June, 2022 at JIIT Noida
• 2-day Workshop on Deep Learning on Computer Vision: Industry Insights from 25th May – 26th May, 2022 at JIIT.

2020-21

• Short Term Training Programme on Internet of Things (IoT): Challenges and Applications from February 01 - 06, 2021 at USIC&T, GGSIPU
• One Week FDP FDP on Machine Learning and Its Applications with Python from Jun29- Jul 3’20 at AKGEC, Ghaziabad
•  One Week Online International Faculty Development Programme on “Machine Learning and Computer Vision: Applications, Research Challenges (MLCV 2020)   Aug 24-28’20  NIT Silchar,Assam
• One Week STC on Computer Forensics and Cyber crime from Dec 7-Dec 12'20 at JSS Noida
• One Week FDP Research Aspects in Modern Analytics and Cyber Security from Jul 20 - Jul 24' 20 at Dept CS/IT, JIIT Noida
• Faculty Development Programme on ICT Tool s for Teaching, Learning Process and Institute” from 15th–26thMarch, 2021 at Electronics and ICT Academies
•  One Week FDP Artificial Intelligence and Machine Learning Using Python from 10th August to 15th August 2020 at Department of Electronics and Communication, Jaypee Institute of Information Technology, Noida
• Two days Online Workshop on Scientific Research Tools for Enriching Skills in Science and Technology (SRTESST 2020) from November 06, 2020 to November 07, 2020 at Department of Mathematics of Jaypee Institute of Information Technology, Noida
•  Basic Image Classification with TensorFlow an online non-credit course   4th July,2020Coursera Project Network and offered through Coursera
• Image Classification with CNNs using Keras 5th July,2020Coursera Project Network and offered through Coursera
• Linear Regression with Python          3rd July,2020  Coursera Project Network and offered through Coursera
• Predicting Salaries with Simple Linear Regression in R       4th July,2020   Coursera Project Network and offered through Coursera
• One Week FDP Research Aspects in Modern Analytics and Cyber Security from Jul 20 - Jul 24' 20 at Dept CS/IT, JIIT Noida

2019-20

• Faculty Development Program on Block chain Technology from 21-28 Apr 2020 E&ICT Academy IIT Roorkee
•  Faculty Development Program on Machine Learning and Its Applications from 10-17 Apr 2020 E&ICT Academy IIT Roorkee
• Faculty Development Program on R Language (Self-Paced) from 16-22 June 2020 Department of Computer Science BPIT in collaboration with Spoken tutorial IIT Bombay
•  Faculty Development Program on Python Language (Self-Paced) from 23-29 June 2020 Department of Computer Science BPIT in collaboration with Spoken tutorial IIT Bombay
• Faculty Development Programme (FDP) on Emerging Technologies in Cloud computing, IOT and Blockchain from 19th June to 23rd June’ 2020 CSI Ghaziabad Chapter, organized by the Department of
• Computer Science and Engineering of Jaypee Institute of Information Technology, Noida
•  Cybersecurity and the Internet of Things an online non-credit course Completed on 20June, 2020 4 weeks University System of Georgia and offered through Coursera
•  Python Data Structures an online non-credit course Completed on26June,2020 (60min) Coursera Project Network and offered through Coursera
• Introduction to Relational Database and SQL Completed on 22June,2020 (60mins) Coursera Project Network and offered through Coursera
• 2019 Twelfth International Conference on Contemporary Computing (IC3) 8-10 Aug. 2019 JIIT Noida
• Faculty Enablement program on Soft Skills organized by Infosys from 24-26 August,2013, conducted at IPEC,Gzb.
•   A week long Faculty Development Programme (FDP) on “Recent Trends in Big Data and Cloud Computing” during 16th – 20th December, 2013 at IGDTUW, Delhi.
•   Two days Workshop on “Recent Advances in Software Engineering” (20-21, April 2012) organized by The Society of Software Engineering, DTU, Delhi.
• Advanced Workshop on "High Impact Teaching Skills" organized by Wipro Mission10X in June,2010 at ITS, Ghaziabad.
•  Workshop on "High Impact Teaching Skills" organized by Wipro Mission10X from 23 Nov to 27 Nov,2009 at ITS, Ghaziabad.
• Three days Workshop on "latest Technologies on storage management, DB2, SOA" organized by IBM on 6 th May 2008 – 8th May 2008 at UPTU Noida campus.
• Attended various technical talks and workshops organized at the college level.
•  Attended 5 days faculty development programme entitled “Cryptography and Algebraic Coding Theory” organized by IPEC, Ghaziabad from 14th-18th March, 2017.
• Attended six days Faculty Development Program on PYTHON PROGRAMMING (15 -20 JANUARY'19) at IPEC, Gzb.
• Attended one week FDP on “Deep Learning and its Applications” (27 May- 31 May’19) at IPEC, Gzb in collaboration with IIT Roorkee.
•   Successfully completed Nptel FDP Database Management System from Jan 2019-April 2019.

Other Academic Activities

• Certificate of Recognition from Nptel for mentorship in DBMS course in 2018.
• Certificate of Recognition by Infosys Campus Connect for outstanding contribution in 2011-12
• Certificate of Excellence by IPEC for contribution as a trainer in Campus Connect Foundation Program Batch 2008-2012.
• Certificate of Achievement as "INNOVATIVE PRACTITIONER" by Wipro Mission10X
• Consistently receiving highest student positive feedback in the college.
• Qualified NPTEL with Elite(Silver) certification among top 5 % topper in DBMS in 2019.

Guided PhD and MTech

PhD:

• Anjali Jain(20403009)HEALTH CARE RECOMMENDATION SYSTEM (Ongoing)
•  Surbhi Sharma (21403014) An Optimized Technique for Predicting Cardiovascular Disease.(Ongoing) MTech:
• AKANSHA SARAN(22303009 ) Boolean Equations Boolean equation and its applications(Ongoing)
• Prateek Jain(19318007)      Predicting The Impact on Indian Economy Due  To Covid-19 (Completed)
• Kavi Sharma (18803007) ORDER MANAGEMENT SYSTEM (Completed)
• Akshat Ameesh  (18803034) ANALYSIS OF ERYTHEMATO-SQUAMOUS DISEASES (Completed)
• Shriti Arora (15803026) Industrial Project(Completed)

Reviewer in SCI/Scopus Journals and Conferences

•  Review Manuscript: A Tree Classifier based Network Intrusion Detection Model for Internet of Medical Things. SCI Indexing   
• Review manuscript: Internet of Things based Smart City Design using Fog Computing and Fuzzy Logic. For Sustainable Cities and Society SCI Indexing
•  Review Manuscript: "A Hybrid Attention Mechanism for Blind Automatic Modulation Classification" for Transactions on Emerging Telecommunications Technologies. SCI indexing
• Review Papers for conference: AIST (International Conference on Artificial Intelligence and Speech Technology) 2021
• Review Papers for conference: IC3-2021   (Scopus)
• Review Papers for conference: ICI-2022   Scopus)
• Review ETT-21-0148.R2 for Transactions on Emerging Telecommunications Technologies. SCI Indexing
• Review Manuscript "Analyzing Linguistic Features for Answer Re-Ranking of Why-Questions" at Journal of   Cases on Information Technology (JCIT). SCI Indexing
•  Review Manuscript "LEOBAT: Lightweight Encryption and OTP Based Authentication Technique for      
•   Securing IoT Networks" for Expert Systems
• Review of manuscript MTAP-D-21-00476 at MULTIMEDIA TOOLS AND APPLICATIONS.
• Review Manuscript: FCAF: Fuzzy Controller empowered Autoencoder Framework for Anomaly   
• Detection in Cyber Physical SystemsSCI Indexing    
• Review Papers for conference: IC3-2021 
• Reviewer TPC member:

      IC32023

      ICI2024

      ICDT 2024- GL Bajaj

      2023 9th International Conference on Signal Processing and Communication (ICSC).

Membership

Membership of Professional Bodies/ National/ International Committees: ACM Membership Number:  1675752