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Dr. Georg Gutjahr

Assistant Professor, AmritaCREATE, Amritapuri

Qualification: Ph.D
georgcg@am.amrita.edu
Google scholar
Research Interest: Adaptive Statistical Methods, Computational Statistics, Multiple-Testing Procedures

Bio Publications
Bio

Dr. Georg Gutjahr is an Assistant Professor at AmritaCREATE. His research focus is in Data Science with a focus on Health Analytics. He has a Ph.D. in Statistics from the University of Vienna, Austria. Prior to joining Amrita Vishwa Vidyapeetham, he was a postdoc for 6 years at the University of Bremen, Germany. His research interests include Adaptive Statistical Methods, Computational Statistics, and Multiple-Testing Procedures. In the current semester, he is teaching courses on Biostatistics, Mathematical Statistics, and Machine Learning.

Publications

Journal Article

Year : 2021

Statistical consistency of substance-abuse prevalence assessments in tribal areas of Chhattisgarh

Cite this Research Publication : G. Gutjahr, B., R., Menon, R., and Prof. Prema Nedungadi, “Statistical consistency of substance-abuse prevalence assessments in tribal areas of Chhattisgarh”, AIP Conference Proceedings, vol. 2336, p. 040010, 2021.

Publisher : AIP Conference Proceedings.

Year : 2021

Transforming attitudes to science in rural India through activity based learning

Cite this Research Publication : R. Menon, Sridharan, A., Sankar, S., Gutjahr, G., V. Chithra, V., and Prof. Prema Nedungadi, “Transforming attitudes to science in rural India through activity based learning”, AIP Conference Proceedings, vol. 2336, p. 040003, 2021.

Publisher : AIP Conference Proceedings.

Year : 2021

Regression analysis of character values for life-long learning

Cite this Research Publication : V. V. Chithra, Menon, R., Sridharan, A., Thomas, J. Mariam, Gutjahr, G., and Prof. Prema Nedungadi, “Regression analysis of character values for life-long learning”, AIP Conference Proceedings, vol. 2336, p. 040006, 2021.

Publisher : AIP Conference Proceedings.

Year : 2020

Ideal timing of indwelling catheter removal after robot-assisted radical prostatectomy with a running barbed suture technique: a prospective analysis of 425 consecutive patients.

Cite this Research Publication : S. Lenart, Berger, I., Böhler, J., Böhm, R., Georg Gutjahr, Hartig, N., Koller, D., Lamche, M., Madersbacher, S., Stolzlechner, M., Wayand, C. Elisa, and Ponholzer, A., “Ideal timing of indwelling catheter removal after robot-assisted radical prostatectomy with a running barbed suture technique: a prospective analysis of 425 consecutive patients.”, World J Urol, vol. 38, no. 9, pp. 2177-2183, 2020.

Publisher : World J Urol .

Year : 2020

Predicting school performance and early risk of failure from an intelligent tutoring system

Cite this Research Publication : M. Haridas, Gutjahr, G., Raghu Raman, Ramaraju, R., and Prof. Prema Nedungadi, “Predicting school performance and early risk of failure from an intelligent tutoring system”, Education and Information Technologies, 2020.

Publisher : Education and Information Technologies.

Year : 2019

A Flood Model for the Chalakudy River Area

Cite this Research Publication : G. G. and Das, S., “A Flood Model for the Chalakudy River Area”, International Journal of Innovative Technology and Exploring Engineering (IJITEE), vol. 8, no. 9S4, pp. 130-135, 2019.

Publisher : International Journal of Innovative Technology and Exploring Engineering (IJITEE).

Year : 2018

Towards an Inclusive Digital Literacy Framework for Digital India

Cite this Research Publication : Prof. Prema Nedungadi, Menon, R., Gutjahr, G., Erickson, L., and Raghu Raman, “Towards an Inclusive Digital Literacy Framework for Digital India”, Education and Training, 2018

Publisher : Education and Training, Emerald Group Publishing Ltd.

Conference Paper

Year : 2021

Document Recommendation for Medical Training Using Learning to Rank

Cite this Research Publication : R. Rao, Choubey, S., Georg Gutjahr, and Prof. Prema Nedungadi, “Document Recommendation for Medical Training Using Learning to Rank”, in Machine Learning for Predictive Analysis, Lecture Notes in Networks and Systems, Singapore, 2021.

Publisher : Machine Learning for Predictive Analysis, Lecture Notes in Networks and Systems, Springer Singapore

Year : 2021

Comparison of Hidden Markov Models and the FAST Algorithm for Feature-Aware Knowledge Tracing

Cite this Research Publication : Georg Gutjahr, Chandrashekar, P., M. Nair, G., Haridas, M., and Prof. Prema Nedungadi, “Comparison of Hidden Markov Models and the FAST Algorithm for Feature-Aware Knowledge Tracing”, in Machine Learning for Predictive Analysis, Singapore, 2021.

Publisher : Machine Learning for Predictive Analysis, Springer Singapore.

Year : 2020

A Genetic Algorithm for Post-flood Relief Distribution in Kerala, South India

Cite this Research Publication : Georg Gutjahr and Viswanath, H., “A Genetic Algorithm for Post-flood Relief Distribution in Kerala, South India”, in ICT Systems and Sustainability, Singapore, 2020.

Publisher : ICT Systems and Sustainability, Springer Singapore.

Year : 2020

Teacher Perception of OLabs Pedagogy

Cite this Research Publication : P. Chandrashekhar, Prabhakaran, M., Gutjahr, G., Raghu Raman, and Prof. Prema Nedungadi, “Teacher Perception of OLabs Pedagogy”, in Fourth International Congress on Information and Communication Technology, Advances in Intelligent Systems and Computing, Volume 1027, 2020, Pages 419-426, Singapore, 2020.

Publisher : Springer Singapore

Year : 2019

Inter-Rater Reliability of a Dyslexia Screening Test

Cite this Research Publication : M. Haridas, Dr. Nirmala Vasudevan, Sasikumar, L., Gutjahr, G., Raghu Raman, and Prof. Prema Nedungadi, “Inter-Rater Reliability of a Dyslexia Screening Test”, in 2019 IEEE Tenth International Conference on Technology for Education (T4E), 2019

Publisher : 2019 IEEE Tenth International Conference on Technology for Education (T4E) .

Year : 2019

Feature-Aware Knowledge Tracing for Generation of Concept-Knowledge Reports in an Intelligent Tutoring System

Cite this Research Publication : M. Haridas, Dr. Nirmala Vasudevan, Gayathry, S., Gutjahr, G., Raghu Raman, and Prof. Prema Nedungadi, “Feature-Aware Knowledge Tracing for Generation of Concept-Knowledge Reports in an Intelligent Tutoring System”, in 2019 IEEE Tenth International Conference on Technology for Education (T4E), 2019

Publisher : 2019 IEEE Tenth International Conference on Technology for Education (T4E)

Year : 2018

Effectiveness of Online Labs Teacher Training Workshop

Cite this Research Publication : P. Chandrashekhar, Prabhakaran, M., Georg, G., Raghu Raman, and Prof. Prema Nedungadi, “Effectiveness of Online Labs Teacher Training Workshop”, in IEEE 18th International Conference on Advanced Learning Technologies (ICALT), 2018

Publisher : IEEE 18th International Conference on Advanced Learning Technologies (ICALT)

Year : 2018

Spelling Errors by Normal and Poor Readers in a Bilingual Malayalam-English Dyslexia Screening Test

Cite this Research Publication : Mithun Haridas, Vasudevan, N., G Nair, J., Gutjahr, G., Raghu Raman, and Prof. Prema Nedungadi, “Spelling Errors by Normal and Poor Readers in a Bilingual Malayalam-English Dyslexia Screening Test”, in IEEE 18th International Conference on Advanced Learning Technologies (ICALT), 2018.

Publisher : IEEE 18th International Conference on Advanced Learning Technologies (ICALT)

Year : 2018

Comparing English and Malayalam Reading Difficulties in Children with a Bilingual Screening Tool

Cite this Research Publication : M. Haridas, Vasudevan, N., Gutjahr, G., Raghu Raman, and Prof. Prema Nedungadi, “Comparing English and Malayalam Reading Difficulties in Children with a Bilingual Screening Tool”, in 3rd Int. Conf. on Information and Communication Technology for Intelligent Systems, 2018.

Publisher : 3rd Int. Conf. on Information and Communication Technology for Intelligent Systems.

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