Difference between revisions of "Theresia Ratih Dewi Saputri"
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|joined=2020 | |joined=2020 | ||
|major=[[Informatics]] | |major=[[Informatics]] | ||
|govposition=[[ | |govposition=[[Associate Professor]] | ||
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<p>Theresia Ratih Dewi Saputri, S.Kom., M. | <p><span dir="auto" style="vertical-align: inherit;"><span dir="auto" style="vertical-align: inherit;">Theresia Ratih Dewi Saputri, S.Kom., M.Si., Ph.D. adalah Dosen Universitas Ciputra. Beliau bergabung dengan Universitas Ciputra sejak tahun 2020 dan saat ini menjadi bagian dari Informatika.</span></span></p> | ||
== Author Pages == | == Author Pages == | ||
{| class="wikitable" | {| class="wikitable" | ||
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== International Journal indexed by Scopus/WoS == | == International Journal indexed by Scopus/WoS == | ||
*[https://bright-journal.org/Journal/index.php/JADS/article/view/539/373 Nature-based Hyperparameter Tuning of a Multilayer Perceptron Algorithm in Task Classification: A Case Study on Fear of Failure in Entrepreneurship. ''Journal of Applied Data Sciences'' (2025)] | |||
*[https://www.temjournal.com/content/121/TEMJournalFebruary2023_126_132.html House Price Prediction Model Using Random Forest in Surabaya City. ''TEM Journal'' (2023)] | *[https://www.temjournal.com/content/121/TEMJournalFebruary2023_126_132.html House Price Prediction Model Using Random Forest in Surabaya City. ''TEM Journal'' (2023)] | ||
*[https://jai.front-sci.com/index.php/jai/article/view/1381 Lost item identification model development using similarity prediction method with CNN ResNet algorithm. ''Journal of Autonomous Intelligence'' (2023)] | *[https://jai.front-sci.com/index.php/jai/article/view/1381 Lost item identification model development using similarity prediction method with CNN ResNet algorithm. ''Journal of Autonomous Intelligence'' (2023)] | ||
| Line 36: | Line 37: | ||
== National Journal indexed by Sinta == | == National Journal indexed by Sinta == | ||
*[https://doi.org/10.22146/ijccs.112504 Machine Learning Approaches for Predicting Seasonal Stock Trends. ''IJCCS (Indonesian Journal of Computing and Cybernetics Systems)'' (2026)] | |||
*[https://doi.org/10.32877/bt.v8i3.3467 Comparative Study of BiLSTM, RoBERTa, and DistilGPT-2 Models in Sentiment Analysis on YouTube Comments. ''bit-Tech'' (2026)] | |||
*[https://jutif.if.unsoed.ac.id/index.php/jurnal/article/view/3699 COMPARATIVE STUDY OF CNN-BASED ARCHITECTURES ON EYE DISEASES CLASSIFICATION USING FUNDUS IMAGES TO AID OPHTHALMOLOGIST. ''Jurnal Teknik Informatika (JUTIF)'' (2025)] | |||
*[https://journal.ugm.ac.id/ijccs/article/view/111977 Detecting YouTube Clickbait with Transformer Models: A Comparative Study. ''IJCCS (Indonesian Journal of Computing and Cybernetics Systems)'' (2025)] | |||
*[https://doi.org/10.29408/edumatic.v9i3.32657 Benchmarking Model Transformer Modern untuk Analisis Sentimen dan Tren Konsumen dalam Industri Fashion. ''Edumatic : Jurnal Pendidikan Informatika'' (2025)] | |||
*[https://doi.org/10.33395/sinkron.v10i1.15439 Comparative Study on Machine Learning Algorithms for Code Smell Detection. ''Sinkron: Jurnal dan Penelitian Teknik Informatika'' (2025)] | |||
*[https://openjournal.unpam.ac.id/index.php/informatika/article/view/39173/20143 Penerapan Metode Image-to-Speechmelalui Kamera dalam Aplikasi berbasis Kecerdasan Buatan untuk Orang dengan Disleksia. ''Jurnal Informatika Universitas Pamulang'' (2024)] | |||
*[http://openjournal.unpam.ac.id/index.php/informatika/article/view/30562 Comparative Study on Regression Algorithms for Predicting Price of Online Course: Udemy Case Study. ''Jurnal Informatika Universitas Pamulang'' (2023)] | *[http://openjournal.unpam.ac.id/index.php/informatika/article/view/30562 Comparative Study on Regression Algorithms for Predicting Price of Online Course: Udemy Case Study. ''Jurnal Informatika Universitas Pamulang'' (2023)] | ||
*[https://ejournal.poltekharber.ac.id/index.php/informatika/article/view/5733 Rancang Bangun Aplikasi Diet untuk Ibu Menyusui Pasca Persalinan dengan Algoritma Mifflin-St Jeor. ''Jurnal Pengembangan IT'' (2023)] | *[https://ejournal.poltekharber.ac.id/index.php/informatika/article/view/5733 Rancang Bangun Aplikasi Diet untuk Ibu Menyusui Pasca Persalinan dengan Algoritma Mifflin-St Jeor. ''Jurnal Pengembangan IT'' (2023)] | ||
Latest revision as of 15:16, 28 October 2026
Theresia Ratih Dewi Saputri, S.Kom., M.Sc., Ph.D.
Joined:
2020
Major:
Academic rank:
Theresia Ratih Dewi Saputri, S.Kom., M.Si., Ph.D. adalah Dosen Universitas Ciputra. Beliau bergabung dengan Universitas Ciputra sejak tahun 2020 dan saat ini menjadi bagian dari Informatika.
Author Pages
Expertise
- Software Engineering
- Sustainability
- Machine Learning
International Journal indexed by Scopus/WoS
- Nature-based Hyperparameter Tuning of a Multilayer Perceptron Algorithm in Task Classification: A Case Study on Fear of Failure in Entrepreneurship. Journal of Applied Data Sciences (2025)
- House Price Prediction Model Using Random Forest in Surabaya City. TEM Journal (2023)
- Lost item identification model development using similarity prediction method with CNN ResNet algorithm. Journal of Autonomous Intelligence (2023)
- Online Measuring Feature for Batik Size Prediction using Mobile Device: A Potential Application for a Novelty Technology. Journal of Applied Data Sciences (2023)
- Post-Pandemic Analysis of House Price Prediction in Surabaya: A Machine Learning Approach. Journal of Southwest Jiaotong University (2022)
- The application of machine learning in self-adaptive systems: a systematic literature review (2021)
National Journal indexed by Sinta
- Machine Learning Approaches for Predicting Seasonal Stock Trends. IJCCS (Indonesian Journal of Computing and Cybernetics Systems) (2026)
- Comparative Study of BiLSTM, RoBERTa, and DistilGPT-2 Models in Sentiment Analysis on YouTube Comments. bit-Tech (2026)
- COMPARATIVE STUDY OF CNN-BASED ARCHITECTURES ON EYE DISEASES CLASSIFICATION USING FUNDUS IMAGES TO AID OPHTHALMOLOGIST. Jurnal Teknik Informatika (JUTIF) (2025)
- Detecting YouTube Clickbait with Transformer Models: A Comparative Study. IJCCS (Indonesian Journal of Computing and Cybernetics Systems) (2025)
- Benchmarking Model Transformer Modern untuk Analisis Sentimen dan Tren Konsumen dalam Industri Fashion. Edumatic : Jurnal Pendidikan Informatika (2025)
- Comparative Study on Machine Learning Algorithms for Code Smell Detection. Sinkron: Jurnal dan Penelitian Teknik Informatika (2025)
- Penerapan Metode Image-to-Speechmelalui Kamera dalam Aplikasi berbasis Kecerdasan Buatan untuk Orang dengan Disleksia. Jurnal Informatika Universitas Pamulang (2024)
- Comparative Study on Regression Algorithms for Predicting Price of Online Course: Udemy Case Study. Jurnal Informatika Universitas Pamulang (2023)
- Rancang Bangun Aplikasi Diet untuk Ibu Menyusui Pasca Persalinan dengan Algoritma Mifflin-St Jeor. Jurnal Pengembangan IT (2023)
- What do Indonesians talk when they talk about COVID-19 Vaccine: A Topic Modeling Approach with LDA. JUITA: Jurnal Informatika (2022)
- Training of Trainers (TOT) Data Science for Teaching Doctors. ABDIMAS UMTAS (2022)
- Analisis Sentimen Pandangan Netizen Indonesia Terhadap Vaksin COVID-19 Menggunakan Multi-Layer Perceptron. Jurnal Teknik Informatika dan Sistem Informasi (2022)
National Journal
International Proceeding indexed by Scopus/WoS, IEEE Explore
Formal Educations
| Year | Level | School/Institution/University |
|---|---|---|
| 2007 - 2011 | S1 | Institut Teknologi Sepuluh November |
| 2012 - 2014 | S2 | Ajou University |
| 2014 - 2020 | S3 | Ajou University |