Birla Institute of Technology, Mesra
   
DR. SANCHITA PAUL
Assistant Professor, Computer Science and Engg
BE(Computer Science and Engineering); ME(Software Engineering); Ph. D (Engineering);
Contact Address
Permanent Address Department of CSE, BIT Mesra, Ranchi.
Local Address Department of CSE, BIT Mesra, Ranchi.
Phone (Office) 8987479535
Phone Residence 0
Email Id sanchitapaul@bitmesra.ac.in
Joined Institute on : 15-Jul-2006
  Work Experience
 
Teaching : 15 Years

Research : 15 Years

  Professional Background

Subject Taught at UG (BE), PG (M.E, M.Tech) and PhD: 

Artificial Intelligence, Cloud Computing, Machine learning, Data Structure, Object Oriented Modelling and Design,Computational Intelligence, Fundamental of Computer science  etc.

Guidance of UG (BE) Project: 60 (Completed)

Guidance of PG (ME & M. Tech): 20(Completed) 

 Guidance of PG (MCA): 20 (Completed) 

Guidance of PhD Thesis : 01(Awarded), 01 (Submitted) and 04 (Ongoing)

PHD GUIDANCE

 

S.N.

Title of PhD Thesis

Name of the scholar

Name of Guide

 

Name of Co-guide (s)

Date of submission/ Awarded

Submitted/ Awarded

 
 

1

Classification Techniques and Rule based system for diabetes.

DR. DILIP KUMAR CHOUBEY

DR. SANCHITA PAUL

 

6thAugust, 2018

AWARDED

 

2

ML based EEG signal analysis for detection of Major Depressive Disorder.

SHALINI MAHATO

DR. SANCHITA PAUL

 

Pre-Ph.D submission date: 18/12/2019

And

Final Submission: March 2020.

SUBMITTED

 

3

Sentiment Analysis on web document

PRAKASH KUMAR SINGH (PHD/CS/10001/2013)

DR. SANCHITA PAUL

 

Date of joining:

11/09/13

ONGOING

 

4

Automatic Stress Detection Using Wearable Sensors and Machine Learning

SHRUTI GEDAM

(PHD/CS/10051/2019)

DR. SANCHITA PAUL

 

Date of joining:

11/12/19

 

ONGOING

 

5

Prediction of Thunderstorm and Lightning using Soft-Computing and Image Processing.

KANCHAN BALA

(PHD/CS/10001/2015)

DR. SANCHITA PAUL

DR. MILI GHOSH NEE LALA

Date of joining: 7/8/15

ONGOING

 

6

Prediction of diseases in fruits and vegetables using IoT and Machine Learning.

SHIVANI RAWAT (PHD/CS/1003/2020)

DR. SANCHITA PAUL

 

Date of joining: 8/12/20

ONGOING

 

 

 

  Research Areas
 
  • Cloud Computing 
  • Machine Learning
  • Artificial Intelligence
  • Bio-informatics
  • Brain Signal Processing
  • Medical Informatics

 

 

 

   Publications
 

PUBLICATIONS

International Journals

SCI / SCIE Journal

  1. Shalini Mahato, Sanchita Paul, "Detection of major depressive disorder using linear and non-linear features from EEG signals", Microsystem Technologies-Springer, Vol.25,Issue. 3,  1065-1076, 2019, DOI: https://doi.org/10.1007/s00542-018-4075-z [SCI, IF-1.737]
  2. Dilip Kumar Choubey, Sanchita Paul and Vinay Kumar Dhandhenia, "Implementation and Analysis of Classification algorithms for Diabetes", Current Medical Imaging Reviews, Bentham Science, Volume 16, Issue 4, Pages 340-354, (DOI: 10.2174/1573405614666180828115813), 2020. [SCIE, IF-0.812]
  3. Sanchita Paul., Gadadhar Sahoo., "SWSA -LPR: A stochastic  search strategy for estimation of ML DNA Phylogenetic tree", Applied Soft Computing, Elsevier, Vol. 18, 2014, pp: 104-114. [SCIE, IF-5.472]
  4. Sanchita Paul, Dilip Kumar Choubey and Vinay Kumar Dhandhenia, "Rule based diagnosis for diabetes", Biomedical Research: An International Journal of Medical Science, Vol. 28, Issue 12, 2017, pp.  5196-5209. (SCIE, IF-0.219)
  5. Mahato, S., Paul, Sanchita, “Classification of Depression Patients and Normal Subjects Based on Electroencephalogram (EEG) Signal Using Alpha Power and Theta Asymmetry”, Journal  Medical System, Springer, 44, 1-28 (2020). (DOI: https://doi.org/10.1007/s10916-019-1486-z.) [SCIE, IF-3.058]
  6. Shalini Mahato, Nishant Goyal, Daya Ram, Sanchita Paul, “Detection of Depression and Scaling of Severity Using Six Channel EEG Data”, Journal of Medical Systems, Springer, Volume 44 (118), Pages 1-12, 2020. (DOI: 10.1007/s10916-020-01573-y). [SCIE, IF-3.058]
  7. S. Gedam and S. Paul, "A Review on Mental Stress Detection using Wearable Sensors and Machine Learning Techniques," IEEE Access, Vol.-9, pp.84045-84066, doi: 10.1109/ACCESS.2021.3085502, May-2021.  [SCIE, IF-3.745]
  8. P. K. Singh and S. Paul, "Deep Learning Approach for Negation Handling in Sentiment Analysis," in IEEE Access, vol. 9, pp. 102579-102592, 2021, doi: 10.1109/ACCESS.2021.3095412. [SCIE, IF-3.745]

SCOPUS JOURNAL

  1. Prakash Kr. Singh, Sanchita Paul, "Improved TF-IDF Reduced Length Feature Vector for Sentiment Analysis", Journal of Advanced Research in Dynamical and Control System, Issue: 06, pp.1865-1873, 2018. (In Press) (SCOPUS)
  2. Dilip Kumar Choubey, Sanchita Paul, "GA_RBF NN: A Classification System for Diabetes", International Journal of Biomedical Engineering and Technology, Inderscience, Vol 23, No. 1, 71-92, 2017. (SCOPUS)
  3. Dilip Kumar Choubey, Sanchita Paul, "Classification Techniques for Diagnosis of Diabetes Disease: A Review", International Journal of Biomedical Engineering and Technology (IJBET), Inderscience, Vol. 21, No.1.,   pp. 15 - 39, 2016. (SCOPUS)
  4. Sanchita Paul, Tausif Anwar, Abhishek Kumar , "An Innovative DNA Cryptography Technique for Secure Data Transmission", International Journal of Bioinformatics Research and Applications, Inderscience, Vol 12, No. 3, 238-261, 2016. (SCOPUS)
  5. Dilip Kumar Choubey, Sanchita Paul, "GA_J48graft DT: A Hybrid Intelligent System for Diabetes Disease Diagnosis", SERSC:  International Journal of Bio-Science and Bio-Technology (IJBSBT), ISSN: 2233-7849, Vol. 7, No. 5, pp. 135–150, 2015. (SCOPUS)
  6. Dilip Kumar Choubey, Sanchita Paul , "GA_MLP NN: A Hybrid Intelligent System for Diabetes Disease Diagnosis", MECS:  International Journal of Intelligent Systems and Applications (IJISA), ISSN: 2074-904X (Print), ISSN: 2074-9058. (Online), Vol. 8, No. 1, pp. 49-59, 2016. (SCOPUS)
  7. Dilip Kumar Choubey, Sanchita Paul, "Soft Computing Approaches for Diabetes Disease Diagnosis : A Survey", International Journal of Applied Engineering Research (IJAER), Volume 9, Number 21, pp. 11715-11726,  (2014). (SCOPUS)
  8. Prakash Kumar Singh, Shailendra Kumar Singh, Sanchita Paul, " Sentiment Classification on Social Issues using Contextual Valence Shifter", International Journal of Engineering and Technology (IJET), Vol 7, No 4,  2015, pp. 1443-1452. (SCOPUS)
  9. Naela Rizvi, Prashant Pranav, Bibhav Raj, Sanchita Paul, "Auction Model Using RR Approach for SLA Based Resource Provisioning in Multi-Cloud Environment", International Journal of Engg. and Technology., Vol 8 No 2, 774-784, 2016. (SCOPUS)
  10. Puneet Singh Duggal  , Sanchita Paul, Priyanka Tiwari ., "Analytics for the Quality of Fertility Data using Particle Swarm Optimization." International Journal of Bio-Science and Bio-Technology Vol.7, No.1 (2015), pp.39-50. (SCOPUS)
  11. Shailendra Kumar Singh, Sanchita Paul, Dhananjay Kumar, Hanifa Arfi. "Sentiment Analysis of Twitter data Set: Survey", International Journal of Applied Engineering Research, Volume 9, Number 22 (2014) pp. 13925-13936. (SCOPUS)
  12. Shailendra Kumar Singh, Sanchita Paul, "Sentiment Analysis Approaches on Different Data set Domain: Survey", International Journal of Database Theory and Application, Vol.7, No.5 (2014), pp.39-50.(SCOPUS)
  13. Shailendra Kumar Singh, Sanchita Paul," Sentiment Classification on Social Issues and Sentiment Score Calculation of Negative Prefixes", International Journal of Applied Engineering Research, Volume 10, Number 55 (2015) pp. 1694-1699. (SCOPUS)
  14. Tausif Anwar, Abhishek Kumar, Sanchita Paul, "DNA Cryptography Based on Symmetric Key Exchange", International Journal of Engineering and Technology (IJET), Vol 7, No 3  2015, pp. 938-950. (SCOPUS)
  15. Tausif Anwar, Sanchita Paul, Shailendra Kumar Singh., "Message Transmission Based on DNA Cryptography: Review", International Journal of Bio-Science and Bio-Technology, Vol.6, No.5 (2014), pp.215-222. (SCOPUS)
  16. Raja Manish Singh, Sanchita Paul, Abhishek Kumar., "Task Scheduling in Cloud Computing: Review.", International Journal of Computer Science and Information Technologies, Vol. 5 (6) , 2014, pp. 7940-7944. [Referred Journal]
  17. Raja Manish Singh, Abhishek Kumar, Priyanka Karn, Sanchita Paul,  " Task Scheduling in Cloud Computing using ATM Approach", International Journal of Engineering Research & Technology , Vol. 4 - Issue 04 (April - 2015), pp. 1201-1205. [SCOPUS]
  18. Akshat Dhingra, Sanchita Paul, “Green Cloud: Towards Optimizing Data Centre Resource Allocation”, International Journal of Engineering Research and Technology, Vol. 3, Issue 2,  2014, pages 1037-1042. [SCOPUS]
  19. Akshat Dhingra, Sanchita Paul, “Green Cloud: Smart Resource Allocation and Optimization using Simulated Annealing Technique”, Indian Journal of Computer Science and Engineering. Vol.5, Issue 2, 2014, pages 40-48.  [SCOPUS]
  20. Akshat Dhingra, Sanchita Paul, “Green Cloud: Heuristic based BFO Technique to Optimize Resource Allocation”, Indian Journal of Science and Technology, Volume 7, Issue 5, 2014, pp. 85-91. (SCOPUS and Web of Science)
  21. Akshat Dhingra, Sanchita Paul., "A Survey of Energy Efficient Data Centres in a Cloud Computing Environment", International Journal of Advanced Research in Computer and Communication Engineering, Vol. 2, Issue 10, pp 4033-4040, October 2013. [Referred Journal]
  22. Sanchita Paul, Anirban De Sarkar, “Solution to the 0/1 Knapsack Problem Based on DNA Computing.”, Journal of Theoretical and Applied Information Technology, Vol.4 2008, no.6, 526-529. (SCOPUS)
  23. Sanchita Paul, Santosh Kumar Mishra, “An efficient algorithm for Multiplication based on DNA Computing”, Journal of Theoretical and Applied Information Technology, Vol. 2008, no.5 , 554-559. (SCOPUS)
  24. S. Paul, G. Sahoo, “A DNA Computing Model to Solve 0-1 Integer Programming Problem.” International Journal of Applied Mathematical Sciences, Vol. 2 2008, no. 59, 2921-2929. (SCOPUS)
  25. Sanchita Paul., Gadadhar Sahoo., "A Fast Exact Pattern Matching Algorithm for Biological Sequences", Journal of Computational Intelligence in Bioinformatics, Vol. 2, No. 3, pp. 147–158, 2009. [Referred Journal]
  26. Swaraj Bharti, Abhimanyu. K. Singh, Sanchita Paul, G. Sahoo., “DNA Nanorobot: Movement Control Algorithm for Cancer Cell Detection Using Fuzzy Logic Rules”, CiiT International Journal of Fuzzy System, Vol. 1 No. 1, pp 6 – 11, 2009. [Referred Journal]
  27. Sanchita Paul., Gadadhar Sahoo., “Simplification of Boolean Algebra through DNA Computing", International Journal of Computer Applications, Vol. 1 No. 17, pp 34-43, 2010.  [Referred Journal]
  28. Sanchita Paul., Abhimanyu. K. Singh., “Identification of Metastatic Tumors by Using DNA Nanorobot: A Fuzzy Logic Approach ", International Journal of Computer Applications, Vol. 1 No. 24, pp 5-14, 2010.  [Referred Journal]
  29. Paul, S., Dipti, “Nanorobots: Survey on Recent Developments in Medical Application”, International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE), Volume 2, Issue 4, April 2012, pp:366-369. [Referred Journal]
  30. Paul S and Dipti, “Biological Nanorobot Architecture for Medical Target  Identification.” International Journal Pharmaceutical Sciences and Research, July 2012; Vol. 3(7), pp. 2006-2010. [ESCI, SCOPUS, Web of Science]

Conferences

International Conferences

  1. Dilip Choubey, Sanchita Paul, "Classification of PIMA Indian Diabetes dataset using Naive base with GA as an attribute selection", lnternational conference on communication and computing systems (ICCCS 2016) (Taylor and Francis Series-CRC Press), Sep 9-11, 2016, Droncharya College of Engineering, Gurgaon, pp. 451-455, ISBN 978-1-138-02952-1.
  2. Kanchan Bala, Dilip Kumar Choubey, Sanchita Paul, "Soft Computing and Data Mining Techniques for Thunderstorms and Lightning Prediction: A Survey", April 20-22, 2017, RVS Technical Campus, Coimbatore, Tamilnadu, India, ISBN: 978-1-5090-5686-6, pp.42-46.[IEEE xplore]
  3. Kanchan Bala, Sanchita Paul, Mili Ghosh Nee Lala, " Thunderstorm Prediction Using Soft Computing and wavelet", International Conference on Microelectronics, Computing & Communication Systems (MCCS-2017), Springer, May 13-14, 2017, ARTTC, BSNL, Ranchi-835217, Jharkhand, DOI: 10.1007/978-981-10-8234-4_11, pp. 109-118.
  4. Sanchita Paul, Bibhav Raj, Naela Rizvi, Pratyush Ranjan, Prashant Pranav, "Improvised Bat Algorithm for load balancing based task Scheduling", 4th International Conference Advanced Computing, Networking, and Informatics [ICACNI - 2016], 22 - 24 September 2016, NIT Rourkela, DOI: 10.1007/978-981-10-3373-5_52, pp.521-530.[SCOPUS], Springer
  5. Sanchita Paul, Naela Rizvi, Prashant Pranav, Bibhav Raj, "Auction Model Using SJF Approach for SLA Based Resource Provisioning in Multi-Cloud Environment", lnternational conference on communication and computing systems (ICCCS 2016) (Taylor and Francis Series-CRC Press), Sep 9-11, 2016, Droncharya College of Engineering, pp. 201-205, ISBN 978-1-138-02952-1.
  6. Shalini Mahato, Sanchita Paul, "Electroencephalogram (EEG) signal analysis for diagnosis of Major Depressive Disorder (MDD): a review", 3rd International Conference on Nanoelectronics, Circuits & Communication Systems (NCCS-2017), 11-12 Nov., 2017, ARTTC, BSNL, Ranchi-835217, Jharkhand, DOI 10.1007/978-981-13-0776-8_30, pp.323-335.(springer)
  7. Dilip Kumar Choubey, Sanchita Paul, Vinay Kumar Dhandhania, "GA_NN: An intelligent Classification System for Diabetes", 7th International Conference on Soft Computing for Problem Solving-SocProS 2017, December 23-24, 2017, Indian Institute of Technology, Bhubaneswar, DOI: 10.1007/978-981-13-1595-4_2, pp. 11-23..(springer).
  8. Keshav Sinha, Sandeep Choudhary, Sanchita Paul, "Security of Multimedia in Cloud using Secret Shared Key", 2018 International Conference on Computing, Power and Communication Technologies (GUCON) , Sep 28-29, 2018, Galgotias University, Greater Noida, UP, India, ISBN: 978-1-5386-4491-1, pp.Sep 28-29, 2018.(IEEE xplore)
  9.  Puneet Singh Duggal, Sanchita Paul., "Big data Analytics: Problem and solutions" International conference on CLOUD, BIG DATA, and TRUST (ICCBDT-2013), Nov. 13-15, 2013, pp. 269-276.
  10. Sanchita Paul., Gadadhar Sahoo., “Procedure for Multiplication based on DNA Computing”, 2009 International conference on Advance in Computing, Control and Telecommunication Technologies, ACT 2009, Trivandrum, India, Dec. 28-29, IEEE Computer Society, pp 772-774, 2009.
  11. Sanchita Paul, Abhimanyu K. Singh, G. Sahoo., “Peptic Ulcer detection using DNA Nanorobot based on fuzzy logic rules”, 12th International Conference, RSFDGrC 2009, IIT Delhi, India, Dec 15-18, 2009, Lecture Notes in Artificial Intelligence, Springer,  5908, pp. 287–294, 2009.
  12. Paul, S., Panigrahi, S.C. and Sahoo, G., “Solving0-1 Integer Programming Problem on MF-BMC Model”, Proceedings: International Conference on Information Processing, ICIP-2007, Aug 10-15, 599-605.
  13. Panigrahi, S.C., Paul, S. , and Sahoo, G. “ Parallel Prefix computation, Sorting and DFT on OMTM Architecture”. Proceedings: International Conference on Systemincs, Cybernetics and Informatics. ICSCI-2007. 82-89, Jan 3-7, 2007.
  14. Panigrahi, S.C., Paul, S. & Sahoo, G. “Parallel prefix Computation, Sorting and Reduction operation on OMTSE architecture”. Proceedings of International Conference on Advanced Computing and Communication (ICACC 2007), Madurai, Feb 9-10, 2007.
  15. Panigrahi, S.C., Paul, S. & Sahoo, G. “OMTM-An Optical Interconnection System for parallel Computing”. Proceedings of International Conference on Intelligent Systems & Controls (ISCO 2006), Coimbatore, Aug 6-8, 2006.
  16. Panigrahi, S.C., Paul, S. & Sahoo, G. “OMTSE-An Optical Interconnection System for Parallel Computing’’ Proceeding of International Conference on Advance Computing and Communication (ADCOM 2006), Surathakal, Dec 20-23, 2006, IEEE Computer Society.
  17. Shalini Mahato, Abhishek Roy, Akshay Verma and Sanchita Paul, “Analysis of Electroencephalogram (EEG) Signals for Detection of Major Depressive Disorder (MDD) using Feature Selection and Reduction Techniques”, 5th International Conference on Nanoelectronics, Circuits & Communication Systems (NCCS-2019), 8-10 Nov. 2019, ARTTC BSNL Ranchi. ISBN: 971-1-138-7486-3, Springer.
  18. P.K. Singh, S Paul, “Exploiting Contextual Similarity in Sentiment Analysis Using Word Embedding and Recurrent Neural Network”, International Conference on Innovative Computing and Communication (ICICC 2020), UNIVERSITY OF DELHI, NEW DELHI IN ASSOCIATION WITH NATIONAL INSTITUTE OF TECHNOLOGY PATNA (NITP) & UNIVERSITY OF VALLADOLID SPAIN, 21-23rd FEBRUARY,2020 (Electronic copy available at: https://ssrn.com/abstract=3568541).
  19. P.K Singh, S. Paul, “LSTM based Negation Handling Approach in Sentiment Analysis, International Conference on Languaging and Translating: Within and Beyond”, IIT Patna in association with CIIL Mysuru and Yonphula Centenary College, Royal University of Bhutan, from February 21-23, 2020. (Accepted and In Press) [Springer]
  20. P.K Singh, S. Paul, “Identifying Hidden Sentiment in Text Using Deep Neural Network”, 2nd International Conference on Data Engineering and Applications, RGPV Bhopal, 28-29-Feb2020. (Accepted and In Press)
  21. Prakash Kumar Singh and Sanchita Paul., “Computational Linguistic Approach for Sentiment Analysis”, International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering - (ICRIEECE), IEEE Xplore, July 27th & 28th 2018, School of Electrical Engineering, Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, India.
  22. Shweta Singh and Sanchita Paul., “Dimension Analysis in No-SQL Databases”., International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering - (ICRIEECE), IEEE Xplore, July 27th & 28th 2018, School of Electrical Engineering, Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, India
  23. Shruti Gedam and Sanchita Paul, “Automatic Stress Detection Using Wearable Sensors and Machine Learning: A Review”, 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), date -july 1-3 2020, place- IIT Khargpur. [IEEE xplore].

National Conference:

  1. Sahoo, G. Panigrahi, S.C. and Paul, S. “A MIMD algorithm for finding Maximum and minimum of K. elements on Optical Multi Tree (OMULT)”, Proceedings: National Seminar on Recent Advances on Information Technology. RAIT- 2007. 93-97, Feb 26-27, 2007. 
  2. Sahoo, G., Paul, S. &Panigrahi, S. C. "On the Design of some Efficient Algorithms OMMH”. Proceedings of National Conference on High performance Computing", Tirunelveli, April 05, 2006.

 

Lab Setup: Cloud Computing (LAB-III)

Principal Investigator in setting of Cloud computing lab setup at B.I.T,Mesra having 2 Private clouds. First cloud is through ANEKA having 30 connected workstations in Lab III and Second cloud is hosted on HPC having server virtualisation. Both the private clouds are interconnected in Master-slave configuration.

  Member of Professional Bodies
 

Member of CSI, Membership No-I1504579.

  Current Sponsored Projects
 

Pojects:

(1) Project under Research Promotion Scheme (RPS) supported by AICTE:

Title: "A non invasive method to treat brain blood clot through nanorobot"

Funding Agency: AICTE, New Delhi-110001.

Status: Completed (March- 2016)

(2) Project under SEED MONEY SCHEME, BIT MESRA, RANCHI.

Title: SMART DEPRESSION DIAGNOSIS SYSTEM

Funding Agency: BIT Mesra, Ranchi.

Status: Ongoing (June, 2019-July, 2021)

  Text and Reference Books
 

Book

Akshat Dhingra, Sanchita Paul, " Green Cloud: Smart Resource allocation and Optimization", Scholar's Press, Germany, ISBN-10: 9783639717990, ISBN-13: 978-3639717990, Year- 2014.

 

Book Chapters

1. Sanchita Paul, "A Brief insight into Nanorobotics",  Handbook of Recent Developments in Intelligent Communication Applications, IGI Global, ISBN13: 9781522517856, ISBN10: 1522517855, 2017, pp. 421-450. [SCOPUS]

2. Sanchita Paul, Dilip Kumar Choubey, "GA_SVM: A Classification System for Diagnosis of Diabetes", Handbook of Research on Soft Computing and Nature-Inspired Algorithms, IGI Global, ISBN13: 9781522521280 & ISBN10: 1522521283, 2017, pp.359-397. [SCOPUS]

3. Kanchan Bala, Sanchita Paul, dilip choubey, Mili Ghosh, "Classification Techniques for Thunderstorms and Lightning Prediction- A Survey", Soft Computing-Based Nonlinear Control Systems Design, IGI Global", ISBN13: 9781522535317 & ISBN10: 1522535314, 2018, pp. 1-17.

4. Dilip Kumar Choubey, Sanchita Paul,  "Implementation of a Hybrid Classification Method for Diabetes", Intelligent Innovations in Multimedia Data Engineering and Management, DOI: 10.4018/978-1-5225-7107-0.ch009 , 2019, pp. 201-240.