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SciProfiles: 896635

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Indonesia

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Employment (2)

Institut Sains dan Teknologi Terpadu Surabaya: Surabaya, Jawa Timur, ID

2019-07-18 to present | Lecturer (Graduate Program of Information Technology)
Employment
Source: Self-asserted source
Joan Santoso

Sekolah Tinggi Teknik Surabaya: Surabaya, East Java, ID

2011-09-01 to 2019-07-18 | Lecturer (Computer Science)
Employment
Source: Self-asserted source
Joan Santoso

Education and qualifications (3)

Institut Teknologi Sepuluh Nopember: Surabaya, East Java, ID

2014-01-01 to 2020-09 | Doctor in Electrical Engineering (Electrical Engineering)
Education
Source: Self-asserted source
Joan Santoso

Sekolah Tinggi Teknik Surabaya: Surabaya, East Java, ID

2011-09-01 to 2013-07-31 | Master (Information Technology)
Education
Source: Self-asserted source
Joan Santoso

Sekolah Tinggi Teknik Surabaya: Surabaya, East Java, ID

2007-07-22 to 2011-08-31 | Bachelor (Computer Science)
Education
Source: Self-asserted source
Joan Santoso

Professional activities (2)

IEEE: New York, NY, US

Membership
Source: Self-asserted source
Joan Santoso

Association for Computing Machinery: New York, NY, US

Membership
Source: Self-asserted source
Joan Santoso

Works (38)

A hybrid EMD-GRNN-PSO in intermittent time-series data for dengue fever forecasting

Expert Systems with Applications
2024-03 | Journal article
DOI: 10.1016/j.eswa.2023.121438
Contributors: Wiwik Anggraeni; Eko Mulyanto Yuniarno; Reza Fuad Rachmadi; Surya Sumpeno; Pujiadi Pujiadi; Sugiyanto Sugiyanto; Joan Santoso; Mauridhi Hery Purnomo
Source: check_circle
Crossref

3-D Visualization for Lung Covid-19 Infection Based on U-Net CNN Segmentation

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3280491
Contributors: F. X. Ferdinandus; Joan Santoso; Esther Irawati Setiawan; Eko Mulyanto Yuniarno; I Ketut Eddy Purnama; Mauridhi Hery Purnomo
Source: check_circle
Crossref

Deteksi Aspek Review E-Commerce Menggunakan IndoBERT Embedding dan CNN

Journal of Intelligent System and Computation
2023-04-13 | Journal article
DOI: 10.52985/insyst.v5i1.267
Contributors: Syaiful Imron; Esther Irawati Setiawan; Joan Santoso
Source: check_circle
Crossref

Ekstraksi Partitur Balok Monofonik untuk Instrumen Flute dengan CRNN dan CRF

Journal of Intelligent System and Computation
2023-04-13 | Journal article
DOI: 10.52985/insyst.v5i1.218
Contributors: Stella Vania; Patrick Sutanto; Ricky Sutanto; Joan Santoso
Source: check_circle
Crossref

Indonesian Language Term Extraction using Multi-Task Neural Network

Knowledge Engineering and Data Science
2022-12-30 | Journal article
DOI: 10.17977/um018v5i22022p160-167
Contributors: Joan Santoso; Esther Irawati Setiawan; Fransiskus Xaverius Ferdinandus; Gunawan Gunawan; Leonel Hernandez
Source: check_circle
Crossref

Aspect based Sentiment Analysis Aduan Mahasiswa UMSIDA Dimasa Pandemi Menggunakan LSTM

Journal of Intelligent System and Computation
2022-04-30 | Journal article
DOI: 10.52985/insyst.v4i1.229
Contributors: Bayu Anggara Putra; Yosi Kristian; Esther Irawati Setiawan; Joan Santoso
Source: check_circle
Crossref

Named entity recognition for extracting concept in ontology building on Indonesian language using end-to-end bidirectional long short term memory

Expert Systems with Applications
2021-08 | Journal article
DOI: 10.1016/j.eswa.2021.114856
ISSN: 0957-4174
Source: Self-asserted source
Joan Santoso
grade
Preferred source (of 2)‎

Indonesian Sentence Boundary Detection using Deep Learning Approaches

Knowledge Engineering and Data Science
2021-08-01 | Journal article
DOI: 10.17977/um018v4i12021p38-48
Contributors: Joan Santoso; Esther Irawati Setiawan; Christian Nathaniel Purwanto; Fachrul Kurniawan
Source: check_circle
Crossref

Multiview Sentiment Analysis with Image-Text-Concept Features of Indonesian Social Media Posts

International Journal of Intelligent Engineering and Systems
2021-04-30 | Journal article
DOI: 10.22266/ijies2021.0430.47
Part of ISSN: 2185-3118
Source: Self-asserted source
Joan Santoso

Analisis Pendapat Masyarakat terhadap Berita Kesehatan Indonesia menggunakan Pemodelan Kalimat berbasis LSTM (Indonesian Stance Analysis of Healthcare News using Sentence Embedding Based on LSTM)

Jurnal Nasional Teknik Elektro dan Teknologi Informasi
2020 | Journal article
Source: Self-asserted source
Joan Santoso

Sentiment Analysis Twitter Bahasa Indonesia Berbasis WORD2VEC Menggunakan Deep Convolutional Neural Network

Jurnal Teknologi Informasi dan Ilmu Komputer
2020 | Journal article
URI:

http://jtiik.ub.ac.id/index.php/jtiik/article/view/1758
Source: Self-asserted source
Joan Santoso

Bidirectional GRU for Targeted Aspect-Based Sentiment Analysis Based on Character-Enhanced Token-Embedding and Multi-Level Attention

International Journal of Intelligent Engineering and Systems
2020-10-31 | Journal article
DOI: 10.22266/ijies2020.1031.35
Part of ISSN: 2185-3118
Source: Self-asserted source
Joan Santoso

Hybrid Conditional Random Fields and K-Means for Named Entity Recognition on Indonesian News Documents

International Journal of Intelligent Engineering and Systems
2020-06-30 | Journal article
DOI: 10.22266/ijies2020.0630.22
Part of ISSN: 2185-3118
Source: Self-asserted source
Joan Santoso

Conformance Checking Process Mining SAP Modul SD (Sales and Distribution) dengan Metode Heuristic Miner

Sisfo
2020-01-31 | Journal article
DOI: 10.24089/j.sisfo.2020.01.001
Part of ISSN: 1979-3979
Part of ISSN: 2301-4237
Source: Self-asserted source
Joan Santoso

Distant Supervision for Relation Extraction via Piecewise Attention and Bag-Level Contextual Inference

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2932041
Source: Self-asserted source
Joan Santoso
grade
Preferred source (of 2)‎

Distributed Training for Multilingual Combined Tokenizer using Deep Learning Model and Simple Communication Protocol

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)
2019 | Conference paper
DOI: 10.1109/ICORIS.2019.8874898
Source: Self-asserted source
Joan Santoso
grade
Preferred source (of 2)‎

Image Sentiment Analysis Menggunakan Deep Convolutional Neural Network Dengan Fitur Konsep

Proceeding CITEE 2019
2019 | Conference paper
Source: Self-asserted source
Joan Santoso

N-Gram Keyword Retrieval on Association Rule Mining for Predicting Teenager Deviant Behavior from School Regulation

2018 International Conference on Computer Engineering, Network and Intelligent Multimedia, CENIM 2018 - Proceeding
2019 | Conference paper
DOI: 10.1109/CENIM.2018.8710892
EID:

2-s2.0-85066508361
Contributors: Setiawan, E.I.; Wicaksono, A.J.; Santoso, J.; Kristian, Y.; Sumpeno, S.; Purnomo, M.H.
Source: Self-asserted source
Joan Santoso via Scopus - Elsevier
grade
Preferred source (of 2)‎

Part of Speech Tagging for Indonesian Language using Bidirectional Long Short-Term Memory

2019 1st International Conference on Cybernetics and Intelligent System (ICORIS)
2019 | Conference paper
DOI: 10.1109/ICORIS.2019.8874871
Source: Self-asserted source
Joan Santoso
grade
Preferred source (of 2)‎

Stemming Bahasa Tetun Menggunakan Pendekatan Rule Based

Teknika
2019-10-31 | Journal article
DOI: 10.34148/teknika.v8i2.224
Part of ISSN: 2549-8045
Part of ISSN: 2549-8037
Source: Self-asserted source
Joan Santoso

Klasifikasi Helpdesk Menggunakan Metode Support Vector Machine

Jurnal Informatika: Jurnal Pengembangan IT
2019-01-30 | Journal article
DOI: 10.30591/jpit.v4i1.1125
Part of ISSN: 2477-5126
Part of ISSN: 2548-9356
Source: Self-asserted source
Joan Santoso

Ranking-based automatic seed selection and noise reduction for weakly supervised relation extraction

ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)
2018 | Conference paper
EID:

2-s2.0-85063141670
Contributors: Phi, V.-T.; Santoso, J.; Shimbo, M.; Matsumoto, Y.
Source: Self-asserted source
Joan Santoso via Scopus - Elsevier

Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction

Annual Meeting of the Association for Computational Linguistics
2018 | Conference paper
DOI: 10.18653/V1/P18-2015
WOSUID: WOS:000493913100015
Contributors: Van-Thuy Phi; Santoso, Joan; Shimbo, Masashi; Matsumoto, Yuji
Source: check_circle
Web of Science Researcher Profile Sync

Pemanfaatan Expert System Untuk Penentuan Kegawatdaruratan Pasien Balita Di IGD

Applied Technology and Computing Science Journal
2018-12-31 | Journal article
DOI: 10.33086/atcsj.v1i2.854
Part of ISSN: 2621-4458
Part of ISSN: 2621-4474
Source: Self-asserted source
Joan Santoso

Digit Classification of Majapahit Relic Inscription using GLCM-SVM

Knowledge Engineering and Data Science
2018-08 | Journal article
DOI: 10.17977/um018v1i22018p46-54
Part of ISSN: 2597-4637
Contributors: Tri Septianto; Endang Setyati; Joan Santoso
Source: Self-asserted source
Joan Santoso via Crossref Metadata Search

Model CNN LeNet dalam Rekognisi Angka Tahun pada Prasasti Peninggalan Kerajaan Majapahit

Jurnal Teknologi dan Sistem Komputer
2018-07 | Journal article
DOI: 10.14710/jtsiskom.6.3.2018.106-109
Part of ISSN: 2338-0403
Contributors: Tri Septianto; Endang Setyati; Joan Santoso
Source: Self-asserted source
Joan Santoso via Crossref Metadata Search

Self-Training Naive Bayes Berbasis Word2Vec untuk Kategorisasi Berita Bahasa Indonesia

Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI)
2018-06-07 | Journal article
DOI: 10.22146/jnteti.v7i2.418
Part of ISSN: 2460-5719
Contributors: Joan Santoso; Agung Dewa Bagus Soetiono; Gunawan Gunawan; Endang Setyati; Eko Mulyanto Yuniarno; Mochamad Hariadi; Mauridhi Hery Purnomo
Source: Self-asserted source
Joan Santoso via Crossref Metadata Search

Pendekatan Rule Handmade untuk Menentukan Klausa Bahasa Indonesia

E-Proceedings KNS&I STIKOM Bali
2017 | Journal article
Source: Self-asserted source
Joan Santoso

Preliminary study of spam profile detection for social media using Markov clustering: Case study on Javanese people

20th International Computer Science and Engineering Conference: Smart Ubiquitos Computing and Knowledge, ICSEC 2016
2017 | Conference paper
DOI: 10.1109/ICSEC.2016.7859942
EID:

2-s2.0-85016180156
Contributors: Setiawan, E.I.; Susanto, C.P.; Santoso, J.; Sumpeno, S.; Purnomo, M.H.
Source: Self-asserted source
Joan Santoso via Scopus - Elsevier
grade
Preferred source (of 2)‎

HIDDEN MARKOV MODELS BASED INDONESIAN VISEME MODEL FOR NATURAL SPEECH WITH AFFECTION

Kursor
2016 | Journal article
DOI: 10.28961/kursor.v8i3.61
Part of ISSN: 2301-6914
Contributors: Endang Setyati; Mauridhi Hery Purnomo; Surya Sumpeno; Joan Santoso
Source: Self-asserted source
Joan Santoso via Crossref Metadata Search

Noun phrases extraction using shallow parsing with C4.5 decision tree algorithm for Indonesian Language ontology building

2015 15th International Symposium on Communications and Information Technologies, ISCIT 2015
2016 | Conference paper
DOI: 10.1109/ISCIT.2015.7458329
EID:

2-s2.0-84978932866
Contributors: Santoso, J.; Gunawan, G.; Gani, H.V.; Yuniarno, E.M.; Hariadi, M.; Purnomo, M.H.
Source: Self-asserted source
Joan Santoso via Scopus - Elsevier
grade
Preferred source (of 2)‎

Large scale text classification using map reduce and naive bayes algorithm for domain specified ontology building

Proceedings - 2015 7th International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2015
2015 | Conference paper
DOI: 10.1109/IHMSC.2015.24
EID:

2-s2.0-84954496185
Contributors: Santoso, J.; Yuniarno, E.M.; Hariadi, M.
Source: Self-asserted source
Joan Santoso via Scopus - Elsevier
grade
Preferred source (of 3)‎

Noun ontology generation from Wikipedia article using Map Reduce with pattern based approach

2015 International Seminar on Intelligent Technology and Its Applications, ISITIA 2015 - Proceeding
2015 | Conference paper
DOI: 10.1109/ISITIA.2015.7220009
EID:

2-s2.0-84954191747
Contributors: Santoso, J.; Nugraha, J.N.; Yuniarno, E.M.; Hariadi, M.
Source: Self-asserted source
Joan Santoso via Scopus - Elsevier
grade
Preferred source (of 3)‎

Locating nearest public facility using IDA* algorithm

International Conference on ICT and Knowledge Engineering
2013 | Conference paper
DOI: 10.1109/ICTKE.2013.6756270
EID:

2-s2.0-84897470962
Contributors: Setiawan, E.I.; Santoso, J.; Maryati, I.
Source: Self-asserted source
Joan Santoso via Scopus - Elsevier
grade
Preferred source (of 2)‎

Locating Nearest Public Facility using IDA* Algorithm

Tenth International Conference on ICT and Knowledge Engineering
2013 | Conference paper
WOSUID: WOS:000349779600006
Contributors: Setiawan, Esther Irawati; Santoso, Joan; Maryati, Indra
Source: check_circle
Web of Science Researcher Profile Sync

Evolutionary Neural Network for Othello Game

Procedia - Social and Behavioral Sciences
2012-10 | Journal article
DOI: 10.1016/j.sbspro.2012.09.1206
Part of ISSN: 1877-0428
Contributors: Gunawan; Hendrawan Armanto; Joan Santoso; Daniel Giovanni; Faris Kurniawan; Ricky Yudianto; Steven
Source: Self-asserted source
Joan Santoso via Crossref Metadata Search
grade
Preferred source (of 3)‎

Shortest Path Problem for Public Transportation Using GPS and Map Service

Procedia - Social and Behavioral Sciences
2012-10 | Journal article
DOI: 10.1016/j.sbspro.2012.09.1207
Part of ISSN: 1877-0428
Contributors: Esther Irawati Setiawan; Gunawan; Indra Maryati; Joan Santoso; Rossy Prabowo Chandra
Source: Self-asserted source
Joan Santoso via Crossref Metadata Search
grade
Preferred source (of 3)‎

Natural language grammar induction of Indonesian language corpora using genetic algorithm

Proceedings - 2011 International Conference on Asian Language Processing, IALP 2011
2011 | Conference paper
DOI: 10.1109/IALP.2011.58
EID:

2-s2.0-84856050463
Contributors: Hermawan, A.T.; Gunawan; Santoso, J.
Source: Self-asserted source
Joan Santoso via Scopus - Elsevier
grade
Preferred source (of 3)‎

Peer review (107 reviews for 26 publications/grants)

Review activity for ACM transactions on Asian and low-resource language information processing. (1)
Review activity for Applied computing and informatics (1)
Review activity for Artificial intelligence review. (1)
Review activity for Artificial intelligence review. (1)
Review activity for Big data and cognitive computing (2)
Review activity for Computational intelligence. (1)
Review activity for Computers in biology and medicine. (1)
Review activity for Electronics. (2)
Review activity for Expert systems with applications. (11)
Review activity for Heliyon. (1)
Review activity for ICT express. (2)
Review activity for IEEE access : (38)
Review activity for Informatics in medicine unlocked. (1)
Review activity for Information sciences. (1)
Review activity for Information systems journal. (3)
Review activity for International journal of computers & applications. (2)
Review activity for Journal of big data. (14)
Review activity for Journal of Information System, Graphics, Hospitality and Technology. (1)
Review activity for Journal on computing and cultural heritage. (1)
Review activity for Machine learning with applications. (1)
Review activity for Measurement. (1)
Review activity for Neural Processing Letters. (6)
Review activity for Neural processing letters. (6)
Review activity for PloS one. (3)
Review activity for Research methods in applied linguistics. (1)
Review activity for Sustainability. (4)
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