STAFF HANDBOOK
Name Tuti Purwaningsih
Position Geo-Statistics Academic
career
Institution Year
Initial Academic Appointment Universitas Islam Indonesia 2015
Master Degree IPB University 2014
Undergraduated Degree IPB University 2011
Employment Position Employer Period
Lecturer Universitas Islam Indonesia 2016-2018
Assistant Professor Universitas Islam Indonesia 2018-now
Research and development projects over the last 5 years
1. Geographically Weighted Regression (GWR) untuk Permodelan pada Penderita Kanker Serviks Di Indonesia (Tuti Purwaningsih), Penelitian Pemula DPPM UII, tahun 2016, Rp 10.000.000,00.
2. Model Kejadian Campak di Indonesia dengan Pendekatan Metode Spasial dan Pemetaannya (Tuti Purwaningsih), Penelitian Madya DPPM UII, tahun 2018, Rp 16.000.000,00.
3. Analisis Kejadian Banjir di Provinsi Jawa Tengah dengan Pendekatan Geographically Weighted Regression (Tuti Purwaningsih), Penelitian Madya DPPM UII, tahun 2018, Rp 12.000.000,00.
Industry collaborations over the last 5 years
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Patents and proprietary rights
Textbook: Teknik Sampling (Tuti Purwaningsih), Universitas Islam Indonesia.
Textbook: Geo Statistika I (Tuti Purwaningsih), Universitas Islam Indonesia.
Textbook: Geo Statistika II (Tuti Purwaningsih), Universitas Islam Indonesia.
Important publications over the last 5 years
1. Tuti Purwaningsih, Developing deep learning architecture for image
classification using convolutional neural network (CNN) algorithm in forest and field images, Science in Information Technology Letters, Vol 1 No 2, 2020
2. Tuti Purwaningsih, Triano Nurhikmat, Pertiwi Bekti Utami, Image
Classification of Golek Puppet Images using Convolutional Neural Networks Algorithm, International Journal of Advance Soft Computing and Its
Application, Vol 11 No 1, 2019
3. Tuti Purwaningsih, Karina Noraprilia, Cervical cancer model in Indonesia using geographically weighted regression (GWR), AIP Proceedings Vol 2026, Issue 1, 2018
4. T Purwaningsih, A Ghosh, C Chumairoh, Spatial data modeling in disposable income per capita in china using nationwide spatial autoregressive (SAR), International Journal of Advances in Intelligent Informatics, Vol 3, No 2, July 2017.
5. Tuti Purwaningsih, B Machmud, Influence of overweight and obesity on the diabetes in the world on adult people using spatial regression, International Journal of Advances in Intelligent Informatics, Vol 2 No 3, 2016
Activities in specialist bodies over the last 5 years
Organization Role Period
Ikatan Statistisi Indonesia Member 2019-now
Indonesian of Mathematical Society (IndoMS)
Member 2019-now
Data Science Indonesia Co-Founder 2015-Now
