Mrs. S.A. Raut >>Publications

Journal Publication :

1. Shital A Raut, SR Sathe, Adarsh P Raut,  “Gene Expression Analysis-A Review for large datasets”,   in  Journal of Computer Science & Engineering,, Volume 4, Issue 1, November 2010.   

2. Shital A Raut, SR Sathe, “A Modified Fastmap K-Means Clustering Algorithm for Large Scale Gene Expression Datasets”, in International Journal of Bioscience, Biochemistry and

      Bioinformatics (IJBBB), IJBBB 2011 Vol.1(4): 292-296 ISSN: 2010-3638, page number 292. 

3. SA Raut, SR Sathe, (2013) Mining Significant Gene Biclusters from DNA Microarray. International Journal of Bioinformatics Research, ISSN: 0975-3087 & E-ISSN: 0975-9115, Volume 5, Issue 1,   

      pp.-289-293.

4. Makhijani, R.K., Raut, S.A. and Purohit, H.J., 2018. Identification of common key genes in breast, lung and prostate cancer and exploration of their heterogeneous expression. Oncology Letters,

    15(2), pp.1680-1690. (SCIE Indexed; Impact factor:1.4)

5. Makhijani, R.K., Raut, S.A. and Purohit, H.J., 2018. Fold change based approach for identification of significant network markers in breast, lung and prostate cancer. IET Systems Biology.(SCIE

     Indexed; Impact factor:1.01)(SCIE)

6. Ankush Maind and Shital Raut, ”Computational analysis of biclustering algorithms for identification of co-expressed genes”, International Journal of Data Mining and Bioinformatics, vol.19, no.3, 

    pp.243-269, 2017. (ISSN: 1748-5681; SCIE Indexed; Impact factor:0.652)

7. Ankush Maind and Shital Raut, Identifying Condition Specific Key Genes from Basal-Like Breast Cancer Gene Expression Data, Journal of Computational Biology and Chemistry, Vol.78, pp.367-

     374, 2019, (ISSN: 1476-9271; SCI Indexed; Impact factor:1.412)

8. Ankush Maind and Shital Raut, COSCEB: Comprehensive Search for ColumnCoherent Evolution Biclusters and its Application to Hub Gene Identification, Journal of Biosciences (ISSN: 0973-7138;

    SCI Indexed; Impact factor:1.528) Volume 44 Issue 2 Pages 48, 2019.

9. Ankush Maind and Shital Raut, ”Mining Conditions Specific Hub Genes from RNA-Seq Gene Expression Data via Biclustering and its Application to Drug Discovery”, IET Systems Biology, (ISSN:        1751-8857; SCIE Indexed; Impact factor:0.873)(Revision Submitted).

10.Ankush Maind and Shital Raut, Mining Hub Genes from RNA-Seq Gene Expression Data using Biclustering Algorithm, International Journal of Data Mining and Bioinformatics, (ISSN: 1748-5681;

     SCIE Indexed; Impact factor:0.652), 2019.

11. Ashwini Rahangdale, Shital Raut, "Review: Machine Learning Methods for Ranking", International Journal of Software Engineering and Knowledge Engineering, (IJSEKE). (Accepted).

12. Ashwini Rahangdale, Shital Raut, "Clustering Based Transductive Semisupervised Learning for Learning-to-Rank", International Journal of Pattern Recognition Artificial Intelligence (IJPRAI). 

      https://doi.org/10.1142/S0218001419510078 (ISSN: 0218-0014; SCI Indexed; Impact factor:1.029)  2019

13.  Ashwini Rahangdale, Shital Raut "Deep Neural Network Regularization for Feature Selection in Learning-to-Rank", IEEE Access. (ISSN: 2169-3536; SCI Indexed; Impact factor:3.557) 2019.

14.  Dhake, Nikhil, Shital Raut, and Ashwini Rahangdale. "Identification of efficient algorithms for web search through implementation of learning-to-rank algorithms;" Sadhana 44, no. 4 (2019): 97.

         (SCI Indexed; Impact factor: 0.592)

15. Abishi Chowdhury, Shital A Raut, "A Survey study on Internet of Things resource management", Journal of Network and Computer Applications, Academic Press, 2018.

16. Abishi Chowdhury, Shital A Raut, Husnu S Narman, "DA-DRLS: Drift adaptive deep reinforcement learning based scheduling for IoT resource management", Journal of Network and Computer 

      Applications, 2019

17. Abishi Chowdhury, Shital A Raut, "Scheduling Correlated IoT Application Requests Within IoT Eco-System: An Incremental Cloud Oriented Approach", Journal 


      Wireless Personal Communications, (), 1-36, DOI 10.1007/s11277-019-06469-w 2019

 

Conference :

1. Shital Dhote, International Level in IFFoTT’06 , PCEA, Nagpur, “DAI compression using Progressive SPIHT”, on 11-14 July 2006.

2. Nikita Wanjari, Shital Raut, International Conference on Information Technology, haldia Institute of Technology, 19-21 March 2007 , titled as “Content Based Image Retrieval Using Genetic Algorithm With Relevance Feedback”

3. Sonali Bodhke, Shital Raut, International Conference on Advances in Computing ,ICAC-08,Chikhli , Feb. 21-22, 2008 , titled as “3D MRI Brain Segmentation .

4. C.B. Thaokar, Shital Raut, International Conference on Advances in Computer Vision and Information Technology, ACVIT-07, Aurangabad, Nov. 28-30 , 2007 , titled as “ Morphing Of Face Images : Approach Based On Genetics & Wavelets”.

5. Sonali Bodhke, Shital Raut, International Conference on Computer Science and               Information Technology 2008(ICCSIT 2008) Singapore August 29 -  September 2,  2008,  “A Unique method for 3D MRI Segmentation” .   Pages: 118- 122 , Year of Publication: 2008 , ISBN:978-0-7695-3308-7.

6. Shital Raut, Adarsh Raut, IEEE sponsored International  Conference on Advanced Computer Control , ICACC 2009 , Singapore January 22-24 2009,Titled as “Image Segmentation – A-state-of-art-Survey for Prediction”.   Pages: 420-424 , Year of Publication: 2009 , ISBN:978-0-7695-3516-6.

7. Shital Raut, S.R. Sathe, Adarsh Raut, IEEE sponsored International  Conference on Bioinformatics and Biomedical Technology (ICBBT), 2010 , Chengdu, China  16-18 April 2010, Titled as “Bioinformatics: Trends in gene expression analysis”.  Pages: 97 – 100, Year of Publication: 2009 , ISBN: 978-1-4244-6775-4,     INSPEC Accession Number: 11441795

8. Pritam Sapate, Shital Raut, Fifth International conference on Communications Security & Information Assurance , Habitat World, Delhi, India, 24-25 May 2014, Titled as “Survey on Classification Techniques for Intrusion Detection”.

9. Manoj Rewatkar, Shital Raut,  Fifth International conference on Communications Security & Information Assurance , Habitat World, Delhi, India, 24-25 May 2014, Titled as “Survey on Infromation Hiding Techniques Using QR Barcode”.

10. Richa Makhijani, Shital A Raut. Characterization of top hub genes in breast and lung cancer using functional association, in International Conference of Soft Computing for Problem Solving (SocProc 2018), at VIT Vellore, to be published in SCOPUS indexed AISC series of Springer.

11. Ankush Maind and Shital Raut, Identification of Functionally Coherent Gene Modules and Hub Genes from Triple Negative Breast Cancer Gene Expression Data, International Conference on Mathematical Modelling and Computations in Biosystems (ICMCB-2018), IIT Roorkee.

12. Ankush Maind and Shital Raut, Identifying Condition Specific Key Genes from Basal-Like Breast Cancer Gene Expression Data, International Conference on Bioinformatics (InCoB-2018), JNU New Delhi,(Presented).

13. Ankush Maind and Shital Raut, Extracting Conditions Specific Key Genes from Basal-Like Breast Cancer Gene Expression Data using Gene Co-expression Network, International conference on Bioinformatics and Systems Biology (BSB2018), IIIT Allahabad, (Presented and will be published in IEEE explore).

14. Ashwini Rahangdale, Shital Raut, International  conference paper entitled "Deep-Neural Network Architecture for Learning-to-Rank" in International Conference on Frontiers in Engineering, Applied Sciences and Technology, FEAST-2018, NIT Trichy.

14 Ashwini Rahangdale, Shital Raut, International Conference Paper entitled "Gene-Expression Based Predictor for Drug Selection and Prioritization Using Learning-to-Rank" International Conference on Bioinformatics and System Biology, BSB-2018, IIITA. 

15 A.Chowdhury, S A Raut, Benefits, Challenges, and Opportunities in Adoption of Industrial IoT,International Journal of Computational Intelligence & IoT 2 (4) Dec 2018

16. A. Chowdhury and Shital Raut, “A QoS alert Scheduling based on Q-learning for Medical Wireless Body Area Network”, International conference on Bioinformatics and Systems Biology (BSB2018), IIIT Allahabad, (Presented and will be published in IEEE explore).

                  

 

Book Chapter :

 

1. Maind, A. and Raut, S., ”Comparative Analysis and Evaluation of Biclustering Algorithms for Microarray Data”, Networking Communication and Data Knowledge

Engineering, Springer, Singapore, 159-171, 2018.