Dr TAUFIK FUADI ABIDIN, S.Si, M.Tech
S2 - Kecerdasan Buatan
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SINTA Score Overall
1.731
SINTA Score 3Year
308
Affiliation Score Overall
1.818.140.032
Affiliation Score 3Year
429.193.984

Authors Publication

Database Author

Scopus WOS Garuda GS
Article 69 20 19 85
Citation 321 30 0 675
Cited Document 30 9 0 42
H-Index 10 2 0 13
i10-Index 7 0 0 14
G-Index 4 0 0 1
List of Articles
No Title Publication Date Type URL
1 THE PREDICTION OF KOVATS RETENTION INDICES OF ESSENTIAL OILS AT GAS CHROMATOGRAPHY USING GENETIC ALGORITHM-MULTIPLE LINEAR REGRESSION AND SUPPORT VECTOR REGRESSION Journal of Engineering Science and Technology 1 February 2022 Journal
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2 A Deep Learning Method for Early Detection of Diabetic Foot Using Decision Fusion and Thermal Images Applied Sciences Switzerland 1 August 2022 Journal
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3 HyperStyle-Based Data Augmentation to Improve the Performance of Face Recognition Model Proceedings of the International Conference on Electrical Engineering and Informatics 1 January 2022 Conference Proceedin
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4 Recognizing Indonesian acronym and expansion pairs with supervised learning and mapreduce Information Switzerland 1 April 2020 Journal
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5 Characteristics of laser induced breakdown investigated by a compact, nongated optical multichannel analyzer system and its potential application Heliyon 1 Desember 2020 Journal
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6 Periodic update and automatic extraction of web data for creating a Google Earth based tool Icacsis 2015 2015 International Conference on Advanced Computer Science and Information Systems Proc 19 February 2016 Conference Proceedin
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7 Determining features of web documents and building a web classifier using support vector machine Advances in Information Sciences and Service Sciences 1 November 2011 Journal
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8 Acoustic Model with Multiple Lexicon Types for Indonesian Speech Recognition Applied Computational Intelligence and Soft Computing 1 January 2022 Journal
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9 Robustness Measurement of Features using Various Machine Learning Methods Proceedings of the International Conference on Electrical Engineering and Informatics 1 January 2022 Conference Proceedin
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10 Performance of Deep Learning Benchmark Models on Thermal Imagery of Pain through Facial Expressions Proceeding IEEE International Conference on Communication Networks and Satellite Comnetsat 2022 1 January 2022 Conference Proceedin
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11 Analysis of Face Data Augmentation in Various Poses for Face Recognition Model 2022 7th International Conference on Informatics and Computing Icic 2022 1 January 2022 Conference Proceedin
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12 Hotel Review Sentiment Analysis Using Indonesian Language Based on Machine Learning Iceecit 2022 Proceedings 2022 International Conference on Electrical Engineering Computer and Inform 1 January 2022 Conference Proceedin
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13 Comparison of Classification Methods Using Feature Selection for Smartphone Sentiment Analysis Iceecit 2022 Proceedings 2022 International Conference on Electrical Engineering Computer and Inform 1 January 2022 Conference Proceedin
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14 Predicting Missing Values of Well Logs and Classifying Lithology using Machine Learning Algorithms Proceeding 6th International Conference on Information Technology Information Systems and Electrical 1 January 2022 Conference Proceedin
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15 Design and Implementation of Indoor Positioning System Technology Lecture Attendance Application using Bluetooth Low Energy and K-NN Classification Model 2021 International Conference on Computer System Information Technology and Electrical Engineering C 1 January 2021 Conference Proceedin
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16 Determination of Sentence Similarity Level Using Vector Space Model (VSM) and Word Relationship Weighting for Plagiarism Detection for Indonesian Documents 2021 International Conference on Data Science Artificial Intelligence and Business Analytics Databia 1 January 2021 Conference Proceedin
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17 Effectiveness of Data Augmentation in Multi-class Face Recognition Proceedings International Conference on Informatics and Computational Sciences 1 January 2021 Conference Proceedin
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18 The development of learning tools using treffinger model assisted by geogebra to enhance students' creativity Journal of Physics Conference Series 3 March 2020 Conference Proceedin
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19 IndoAcro: An Indonesian Acronym and Expansion Repository with Data Auto-Update Implementation Journal of Physics Conference Series 3 July 2020 Conference Proceedin
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20 Decision tree classifier for university single rate tuition fee system International Journal of Business Intelligence and Data Mining 1 January 2020 Journal
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21 Building a needs-based curriculum in data science and artificial intelligence: Case studies in Indonesia, Sri Lanka, and Thailand International Symposium on Project Approaches in Engineering Education 1 January 2020 Conference Proceedin
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22 Deep Neural Network for Automatic Speech Recognition from Indonesian Audio using Several Lexicon Types Proceedings of the International Conference on Electrical Engineering and Informatics 27 October 2020 Conference Proceedin
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23 Model and Simulation to Reduce Covid-19 New Infectious Cases: A Survey Proceedings of the International Conference on Electrical Engineering and Informatics 27 October 2020 Conference Proceedin
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24 Indonesia's Districts Mapping Based on the Scores of the 2017 High School National Examination Proceedings of the International Conference on Electrical Engineering and Informatics 27 October 2020 Conference Proceedin
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25 Grouping the districts in Indonesia based on value of science subjects of National Exam using K-Means clustering method Iop Conference Series Materials Science and Engineering 8 July 2019 Conference Proceedin
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26 A distributed approach to determine acronym and expansion pairs using apache spark Proceedings Cyberneticscom 2019 2019 IEEE International Conference on Cybernetics and Computational 1 August 2019 Conference Proceedin
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27 Clustering of Districts in Indonesia using the 2015 High School Social Sciences National Examination Results Icicos 2019 3rd International Conference on Informatics and Computational Sciences Accelerating Info 1 October 2019 Conference Proceedin
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28 The feasibility of an Android-based pocketbook as mathematics learning media in senior high school Journal of Physics Conference Series 1 January 2018 Conference Proceedin
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29 Learning direct proportion by using the context of timpan recipes Journal of Physics Conference Series 1 January 2018 Conference Proceedin
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30 The quality of mathematics learning material using a modification of Think Pair Share (TPS) model Journal of Physics Conference Series 1 January 2018 Conference Proceedin
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31 Performance evaluation of n-grams ratio features in solving multi-classes classification problems Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineeri 13 November 2018 Conference Proceedin
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32 Anti-theft Vehicle Monitoring and Tracking Android Application Using Firebase as Web Service Proceedings 2nd 2018 International Conference on Electrical Engineering and Informatics Iceltics 201 27 November 2018 Conference Proceedin
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33 Performance analysis of Apache hadoop for generating candidates of acronym and expansion pairs and their numerical features Proceedings 2018 3rd International Conference on Information Technology Information Systems and Elec 2 July 2018 Conference Proceedin
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34 Algorithm for updating n-grams word dictionary for web classification 2016 International Conference on Informatics and Computing Icic 2016 19 April 2017 Conference Proceedin
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35 N-grams based features for Indonesian tweets classification problems Proceedings 2017 International Conference on Electrical Engineering and Informatics Advancing Knowle 1 July 2017 Conference Proceedin
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36 Rule-based and machine learning approach for event sentence extraction in Indonesian online news articles 2014 International Conference on Information Technology Systems and Innovation Icitsi 2014 Proceedin 24 February 2014 Conference Proceedin
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37 Automatic extraction of place entities and sentences containing the date and number of victims of tropical disease incidence from the web Journal of Emerging Technologies in Web Intelligence 1 August 2013 Journal
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38 Development of tsunami evacuation simulation for Banda Aceh City planning Proceedings of the ISCA 20th International Conference on Software Engineering and Data Engineering S 1 Desember 2011 Conference Proceedin
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39 Singular Value Decomposition for dimensionality reduction in unsupervised text learning problems Icetc 2010 2010 2nd International Conference on Education Technology and Computer 2 September 2010 Conference Proceedin
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40 Enhanced SMART-TV: A classifier with vertical data structure and dimensional projections pruning Internetworking Indonesia Journal 1 September 2009 Journal
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41 SMART-TV: A fast and scalable nearest neighbor based classifier for data mining Proceedings of the ACM Symposium on Applied Computing 21 November 2006 Conference Proceedin
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42 Clustering microarray data based on density and shared nearest neighbor measure 21st International Conference on Computers and their Applications Cata 2006 1 Desember 2006 Conference Proceedin
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43 An alternative arrangement of symmetric datasets for vertical clustering algorithms 21st International Conference on Computers and their Applications Cata 2006 1 Desember 2006 Conference Proceedin
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44 Efficient image classification on vertically decomposed data Icdew 2006 Proceedings of the 22nd International Conference on Data Engineering Workshops 1 January 2006 Conference Proceedin
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45 Vertical set square distance: A fast and scalable technique to compute total variation in large datasets 20th International Conference on Computers and their Applications 2005 Cata 2005 1 Desember 2005 Conference Proceedin
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46 An API for transparent distributed vertical data mining International Society for Computers and their Applications 14th International Conference on Intellig 1 Desember 2005 Conference Proceedin
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47 Vertical set square distance based clustering without prior knowledge of K International Society for Computers and their Applications 14th International Conference on Intellig 1 Desember 2005 Conference Proceedin
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48 Vertical Database Design for Scalable Data Mining Encyclopedia of Database Technologies and Applications 1 January 2005 Book
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49 Comparative Analysis of Liver Disease Classification Using Ensemble Learning and Feature Selection Communications in Computer and Information Science 1 January 2025 Book Series
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50 Preface Bio Web of Conferences 30 January 2025 Conference Proceedin
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51 Enhancing Face Recognition Model Performance Through HyperStyle-Driven Data Augmentation Applied Computational Intelligence and Soft Computing 1 January 2025 Journal
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52 Incorporation of IndoBERT and Machine Learning Features to Improve the Performance of Indonesian Textual Entailment Recognition Journal of Information Systems Engineering and Business Intelligence 1 June 2025 Journal
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53 Machine Learning Model Evaluation for Predicting Damper Control to Regulate Temperature in Isolation Room Defect and Diffusion Forum 1 January 2025 Journal
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54 Hybrid Models for Emotion Classification and Sentiment Analysis in Indonesian Language Applied Computational Intelligence and Soft Computing 1 January 2024 Journal
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55 Risk factors of pulmonary tuberculosis in Indonesia: A case-control study in a high disease prevalence region Narra J 1 August 2024 Journal
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56 Hybrid Models for Recognizing Indonesian Textual Entailment Proceedings International Conference on Informatics and Computational Sciences 1 January 2024 Conference Proceedin
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57 Optimizing Pomegranate Growth Stage Detection Using YOLOv8 and Hybrid Machine Learning Approaches Proceedings of the International Conference on Electrical Engineering and Informatics 1 January 2024 Conference Proceedin
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58 Sentiment Analysis Multi-Label of Toxic Comments using BERT-BiLSTM Methods Proceedings of the International Conference on Electrical Engineering and Informatics 1 January 2024 Conference Proceedin
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59 Fine-Tuning Large Language Model (LLM) to Answer Basic Questions for Prospective New Students at Syiah Kuala University Using the Retrieval-Augmented Generation (RAG) Method 2024 9th International Conference on Informatics and Computing Icic 2024 1 January 2024 Conference Proceedin
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60 Hybrid Algorithm Using CNN and LSTM to Improve Performance in Skin Lesion Image Classification 2024 9th International Conference on Informatics and Computing Icic 2024 1 January 2024 Conference Proceedin
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61 Action Localization and Recognition through Unsupervised I3D and TSN 2023 3rd International Conference on Computing and Information Technology Iccit 2023 1 January 2023 Conference Proceedin
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62 Enhancing Glioma Grading Performance: A Comparative Study on Feature Selection Techniques and Ensemble Machine Learning Proceedings 2023 10th International Conference on Computer Control Informatics and Its Applications 1 January 2023 Conference Proceedin
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63 Optimizing Heart Disease Classification: Exploring the Impact of Feature Selection and Performance of Machine Learning Algorithms Communications in Computer and Information Science 1 January 2023 Book Series
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64 Performance Analysis of Face Verification through the Decision Fusion using Several Face Recognition Models 2023 8th International Conference on Informatics and Computing Icic 2023 1 January 2023 Conference Proceedin
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65 Deep Age Estimation Model Optimization Iwaiip 2023 Conference Proceeding International Workshop on Artificial Intelligence and Image Proces 1 January 2023 Conference Proceedin
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66 Transformer-Based Indonesian Language Model for Emotion Classification and Sentiment Analysis Proceeding International Conference on Information Technology and Computing 2023 Icitcom 2023 1 January 2023 Conference Proceedin
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67 Vertical Data Mining on Very Large Data Sets Encyclopedia of Data Warehousing and Mining Second Edition 1 January 2008 Book
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68 Vertical Database Design for Scalable Data Mining Data Warehousing and Mining Concepts Methodologies Tools and Applications 1 January 2008 Book
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69 Vertical Data Mining Encyclopedia of Data Warehousing and Mining 2 Volumes 1 January 2005 Book
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No Title Publication Date Type url
1 THE PREDICTION OF KOVATS RETENTION INDICES OF ESSENTIAL OILS AT GAS CHROMATOGRAPHY USING GENETIC ALGORITHM-MULTIPLE LINEAR REGRESSION AND SUPPORT VECTOR REGRESSION JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY FEB 2022 Journal
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2 A Deep Learning Method for Early Detection of Diabetic Foot Using Decision Fusion and Thermal Images APPLIED SCIENCES-BASEL AUG 2022 Journal
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3 Recognizing Indonesian Acronym and Expansion Pairs with Supervised Learning and MapReduce INFORMATION APR 2020 Journal
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4 Characteristics of laser induced breakdown investigated by a compact, nongated optical multichannel analyzer system and its potential application HELIYON DEC 2020 Journal
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5 Periodic Update and Automatic Extraction of Web Data for Creating a Google Earth Based Tool 2015 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND INFORMATION SYSTEMS (ICACSIS) 2015 Book in series
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6 Acoustic Model with Multiple Lexicon Types for Indonesian Speech Recognition APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING SEP 16 2022 Journal
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7 Effectiveness of Data Augmentation in Multi-class Face Recognition 2021 5TH INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTATIONAL SCIENCES (ICICOS 2021) 2021 Book
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8 Model and Simulation to Reduce Covid-19 New Infectious Cases: A Survey 2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020) 2020 Book in series
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9 Deep Neural Network for Automatic Speech Recognition from Indonesian Audio using Several Lexicon Types 2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020) 2020 Book in series
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10 Indonesia's Districts Mapping Based on the Scores of the 2017 High School National Examination 2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020) 2020 Book in series
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11 Clustering of Districts in Indonesia using the 2015 High School Social Sciences National Examination Results 2019 3RD INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTATIONAL SCIENCES (ICICOS 2019) 2019 Book
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12 Anti-theft Vehicle Monitoring and Tracking Android Application Using Firebase as Web Service 2018 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS) 2018 Book in series
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13 Performance Evaluation of n-Grams Ratio Features in Solving Multi-Classes Classification Problems PROCEEDINGS OF 2018 THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE) 2018 Book
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14 N-grams Based Features for Indonesian Tweets Classification Problems 2017 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS) 2017 Book in series
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15 Algorithm for Updating n-Grams Word Dictionary for Web Classification 2016 INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTING (ICIC) 2016 Book
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16 Rule-Based and Machine Learning Approach for Event Sentence Extraction in Indonesian Online News Articles 2014 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI) 2014 Book
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17 LEARNING TO CLASSIFY TROPICAL DISEASE WEB PAGES FROM LARGE INDONESIAN WEB DOCUMENTS FOURTH INTERNATIONAL CONFERENCE ON COMPUTER AND ELECTRICAL ENGINEERING (ICCEE 2011) 2011 Book
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18 Enhanced SMART-TV: A Classifier with Vertical Data Structure and Dimensional Projections Pruning INTERNETWORKING INDONESIA 2009 Journal
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19 Vertical set square distance: A fast and scalable technique to compute total variation in large datasets PROCEEDINGS OF THE ISCA 20TH INTERNATIONAL CONFERENCE ON COMPUTERS AND THEIR APPLICATIONS 2005 Book
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20 Optimization of Biocomposite Film Based on Whey Protein Isolate and Nanocrystalline Cellulose from Pineapple Crown Leaf Using Response Surface Methodology POLYMERS AUG 2022 Journal
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21 Hybrid Models for Emotion Classification and Sentiment Analysis in Indonesian Language APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING JUN 28 2024 Journal
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No Title Publisher Source Date url
1 License Plate Character Recognition using Convolutional Neural Network Universitas Airlangga Journal of Information Systems Engineering and Business Intelligence 26 April 2022
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2 Penerapan TPACK dan Problem-Based Learning Model untuk Meningkatkan Kemampuan Berpikir Kritis Siswa Universitas Syiah Kuala Jurnal Peluang 10 April 2021
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3 GOOGLE MAPS AND MAPBOX API PERFORMANCE ANALYSIS ON ANDROID-BASED LECTURE ATTENDANCE APPLICATION Universitas Syiah Kuala Jurnal Natural 2 November 2019
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4 Upaya Guru Menggunakan Game dalam Pembelajaran Matematika Universitas Syiah Kuala Jurnal Peluang 5 July 2019
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5 GOOGLE MAPS AND MAPBOX API PERFORMANCE ANALYSIS ON ANDROID-BASED LECTURE ATTENDANCE APPLICATION Universitas Syiah Kuala Jurnal Natural 2 November 2019
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6 Pengenalan Karakter Plat Nomor Kendaraan Bermotor Menggunakan Zoning dan Fitur Freeman Chain Code Universitas Syiah Kuala Jurnal Rekayasa Elektrika 27 April 2018
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7 The Development of Blended Learning Media in Math Learning of Senior High School Proceedings of AICS - Social Sciences Proceedings of AICS - Social Sciences 31 Desember 2018
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8 Student Difficulties in Solving High Order Thinking Skills (HOTS) Problem on Geometry Problems Viewed from the Cognitive Styles Proceedings of AICS - Social Sciences Proceedings of AICS - Social Sciences 31 Desember 2018
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9 PENGEMBANGAN SISTEM PEMANTAUAN PROSES BACKUP DATA TERDISTRIBUSI MENGGUNAKAN OWNCLOUD BERBASIS WEB Universitas Syiah Kuala Jurnal Komputer, Informasi Teknologi, dan Elektro 27 August 2018
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10 Pengenalan Karakter Plat Nomor Kendaraan Bermotor Menggunakan Zoning dan Fitur Freeman Chain Code Universitas Syiah Kuala Jurnal Rekayasa Elektrika 27 April 2018
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11 KEMAMPUAN KOMUNIKASI MATEMATIS DAN METAKOGNITIF SISWA SMP PADA MATERI LINGKARAN BERDASARKAN GENDER Universitas Sriwijaya Jurnal Pendidikan Matematika 27 August 2017
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12 Pembaruan Aplikasi Paperless Office Universitas Syiah Kuala Universitas Syiah Kuala Jurnal Rekayasa Elektrika 7 April 2016
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13 Pembaruan Aplikasi Paperless Office Universitas Syiah Kuala Universitas Syiah Kuala Jurnal Rekayasa Elektrika 7 April 2016
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14 Students’ metacognitive skill in mathematics learning with cabri geometry II plus Syiah Kuala University Proceedings of The Annual International Conference, Syiah Kuala University - Life Sciences & Engineering Chapter 30 November 2013
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15 Students’ metacognitive skill in mathematics learning with Cabri Geometry II Plus Proceedings of AICS - Social Sciences Proceedings of AICS - Social Sciences 7 October 2013
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16 Penentuan Secara Otomatis Akronim dan Ekspansinya Dari Data Teks Berbahasa Indonesia Prosiding SNATIKA Vol 01 (2011) Prosiding SNATIKA Vol 01 (2011) 3 August 2012
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17 Incorporation of IndoBERT and Machine Learning Features to Improve the Performance of Indonesian Textual Entailment Recognition Universitas Airlangga Journal of Information Systems Engineering and Business Intelligence 22 July 2025
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18 Integration of machine learning and climate data for enhanced dengue hemorrhagic fever (DHF) prediction: A case study in Banda Aceh TDMRC, Universitas Syiah Kuala International Journal of Disaster Management 7 August 2025
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19 Analisis Laju Pembelajaran untuk Pengenalan Nyeri Melalui Metode Viola-Jones dan Pembelajaran Mendalam Departemen Teknik Elektro dan Teknologi Informasi, Fakultas Teknik, Universitas Gadjah Mada Jurnal Nasional Teknik Elektro dan Teknologi Informasi 29 May 2024
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20 GOOGLE MAPS AND MAPBOX API PERFORMANCE ANALYSIS ON ANDROID-BASED LECTURE ATTENDANCE APPLICATION Universitas Syiah Kuala Jurnal Natural 2 November 2019
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21 Pengenalan Karakter Plat Nomor Kendaraan Bermotor Menggunakan Zoning dan Fitur Freeman Chain Code Universitas Syiah Kuala Jurnal Rekayasa Elektrika 27 April 2018
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22 Kemampuan Komunikasi Matematis dan Metakognitif Siswa SMP Pada Materi Lingkaran Berdasarkan Gender Universitas Sriwijaya in collaboration with Indonesian Mathematical Society (IndoMS) Mathematics Education Journal 5 March 2025
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23 Pembaruan Aplikasi Paperless Office Universitas Syiah Kuala Universitas Syiah Kuala Jurnal Rekayasa Elektrika 7 April 2016
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No Title Publication Year url
1 The Prediction of Kovats Retention Indices of Essential Oils at Gas Chromatography Using Genetic Algorithm-Multiple Linear Regression and Support Vector Regression Journal of Engineering Science and Technology 17 (1), 306-326, 2022 2022
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2 License Plate Character Recognition using Convolutional Neural Network Journal of Information Systems Engineering and Business Intelligence 8 (1 …, 2022 2022
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3 A deep learning method for early detection of diabetic foot using decision fusion and thermal images Applied Sciences 12 (15), 7524, 2022 2022
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4 Research Article Acoustic Model with Multiple Lexicon Types for Indonesian Speech Recognition 2022
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5 Robustness Measurement of Features using Various Machine Learning Methods 2022 International Conference on Electrical Engineering and Informatics …, 2022 2022
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6 HyperStyle-Based Data Augmentation to Improve the Performance of Face Recognition Model 2022 International Conference on Electrical Engineering and Informatics …, 2022 2022
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View
7 Performance of deep learning benchmark models on thermal imagery of pain through facial expressions 2022 IEEE International Conference on Communication, Networks and Satellite …, 2022 2022
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8 Analysis of face data augmentation in various poses for face recognition model 2022 Seventh International Conference on Informatics and Computing (ICIC), 1-6, 2022 2022
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9 Acoustic model with multiple lexicon types for Indonesian speech recognition Applied Computational Intelligence and Soft Computing 2022 (1), 3227828, 2022 2022
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10 Comparison of Classification Methods Using Feature Selection for Smartphone Sentiment Analysis 2022 International Conference on Electrical Engineering, Computer and …, 2022 2022
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11 Predicting Missing Values of Well Logs and Classifying Lithology using Machine Learning Algorithms 2022 6th International Conference on Information Technology, Information …, 2022 2022
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12 Determination of Sentence Similarity Level Using Vector Space Model (VSM) and Word Relationship Weighting for Plagiarism Detection for Indonesian Documents 2021 International Conference on Data Science, Artificial Intelligence, and …, 2021 2021
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13 Effectiveness of Data Augmentation in Multi-class Face Recognition 2021 5th International Conference on Informatics and Computational Sciences …, 2021 2021
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View
14 Design and Implementation of Indoor Positioning System Technology Lecture Attendance Application using Bluetooth Low Energy and K-NN Classification Model 2021 International Conference on Computer System, Information Technology …, 2021 2021
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15 Recognizing Indonesian acronym and expansion pairs with supervised learning and mapreduce Information 11 (4), 210, 2020 2020
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16 The development of learning tools using treffinger model assisted by geogebra to enhance students’ creativity Journal of Physics: Conference Series 1460 (1), 012045, 2020 2020
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17 IndoAcro: An Indonesian Acronym and Expansion Repository with Data Auto-Update Implementation Journal of Physics: Conference Series 1566 (1), 012100, 2020 2020
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18 Decision tree classifier for university single rate tuition fee system International Journal of Business Intelligence and Data Mining 17 (2), 258-271, 2020 2020
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19 Deep neural network for automatic speech recognition from Indonesian audio using several lexicon types 2020 International Conference on Electrical Engineering and Informatics …, 2020 2020
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20 Indonesia's Districts Mapping Based on the Scores of the 2017 High School National Examination 2020 International Conference on Electrical Engineering and Informatics …, 2020 2020
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21 Model and Simulation to Reduce Covid-19 New Infectious Cases: A Survey Proceedings of the International Conference on Electrical Engineering and …, 2020 2020
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View
22 Upaya Guru Menggunakan Game dalam Pembelajaran Matematika Jurnal Peluang 7 (1), 13-21, 2019 2019
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23 A Distributed Approach to Determine Acronym and Expansion Pairs using Apache Spark 2019 IEEE International Conference on Cybernetics and Computational …, 2019 2019
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24 Google maps and mapbox api performance analysis on android-based lecture attendance application 2019
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25 Clustering of Districts in Indonesia using the 2015 High School Social Sciences National Examination Results 2019 3rd International Conference on Informatics and Computational Sciences …, 2019 2019
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26 Pengenalan Karakter Plat Nomor Kendaraan Bermotor Menggunakan Zoning dan Fitur Freeman Chain Code Jurnal Rekayasa Elektrika 14 (1), 19-25, 2018 2018
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27 The feasibility of an Android-based pocketbook as mathematics learning media in senior high school Journal of Physics: Conference Series 1088 (1), 012056, 2018 2018
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28 Performance evaluation of n-grams ratio features in solving multi-classes classification problems 2018 10th International Conference on Information Technology and Electrical …, 2018 2018
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29 Anti-theft Vehicle Monitoring and Tracking Android Application Using Firebase as Web Service 2018 International Conference on Electrical Engineering and Informatics …, 2018 2018
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30 Performance analysis of Apache Hadoop for generating candidates of acronym and expansion pairs and their numerical features 2018 3rd International Conference on Information Technology, Information …, 2018 2018
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31 Learning direct proportion by using the context of timpan recipes Journal of Physics: Conference Series 1088 (1), 012048, 2018 2018
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32 N-grams based features for Indonesian tweets classification problems 2017 International Conference on Electrical Engineering and Informatics …, 2017 2017
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33 Pembaruan Aplikasi Paperless Office Universitas Syiah Kuala Jurnal Rekayasa Elektrika 12 (1), 16-20, 2016 2016
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34 ANALISA KEEFEKTIFAN MYSQL CLUSTER DAN NON-CLUSTER DALAM MEMPROSES DATA AKADEMIK SESINDO 2016 2016, 2016 2016
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35 Algorithm for updating n-grams word dictionary for web classification 2016 International Conference on Informatics and Computing (ICIC), 432-436, 2016 2016
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36 Periodic update and automatic extraction of web data for creating a Google Earth based tool 2015 International Conference on Advanced Computer Science and Information …, 2015 2015
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37 Rule-based and machine learning approach for event sentence extraction in Indonesian online news articles 2014 International Conference on Information Technology Systems and …, 2014 2014
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38 Automatic extraction of place entities and sentences containing the date and number of victims of tropical disease incidence from the web Journal of Emerging Technologies in Web Intelligence 5 (3), 302-309, 2013 2013
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39 Students’ Metacognitive Skill in Mathematics Learning with Cabri Geometry II Plus Proceedings of the Annual International Conference, Syiah Kuala University …, 2013 2013
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40 Klasifikasi Gambar Berwarna Menggunakan K-Nearest Neighbor dan Support Vector Machine SNASTIKOM, 2013 2013
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41 Determining Features of Web Documents and Building a Web Classifier using Support Vector Machine Advances in Information Sciences and Service Sciences 3 (10), 401 - 408, 2011 2011
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42 Learning to classify tropical disease web pages from large Indonesian web documents Proc. of the 4th International Conference on Computer and Electrical …, 2011 2011
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43 Penentuan Secara Otomatis Akronim dan Ekspansinya Dari Data Teks Berbahasa Indonesia SNATIKA 1 (1), 2011 2011
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44 Analisa dan Evaluasi Afiks Stemming untuk Bahasa Indonesia Seminar Nasional Dan Expo Teknik Elektro, 46-51, 2011 2011
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45 Development of tsunami evacuation simulation for Banda Aceh City planning 20th International Conference on Software Engineering and Data Engineering …, 2011 2011
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46 Singular Value Decomposition for Dimensionality Reduction in Unsupervised Text Learning Problems International Conference on Education Technology and Computer 4, V4-422-V4-426, 2010 2010
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47 Method and System for Data Mining of Very Large Spatial Datasets using Vertical Set Inner Products US Patent 7,836,090, 2010 2010
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48 Pengelompokan Dokumen Menggunakan K-Means dan Singular Value Decomposition: Studi Kasus Menggunakan Data Blog Seminar Sistem Informasi Indonesia 2009 (Sesindo 2009), 2009 2009
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49 Enhanced SMART-TV: A Classifier with Vertical Data Structure and Dimensional Projections Pruning Internetworking Indonesia Journal 1 (2), 3-10, 2009 2009
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50 Vertical Data Mining on Very Large Data Sets Encyclopedia of Data Warehousing and Mining, 2036-2041, 2009 2009
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51 SMART-TV: A Fast and Scalable Nearest Neighbor Based Classifier for Data Mining Proceedings of the 2006 ACM symposium on Applied computing, 536-540, 2006 2006
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52 Efficient Image Classification on Vertically Decomposed Data Proceedings of the 22nd International Conference on Data Engineering …, 2006 2006
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53 Clustering Microarray Data Based on Density and Shared Nearest Neighbor Measure Computers and their Applications, 360-365, 2006 2006
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54 A Vertical Approach to Computing Set Squared Distance IJ Comput. Appl. 13 (2), 94-102, 2006 2006
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55 An Alternative Arrangement of Symmetric Datasets for Vertical Clustering Algorithms. Computers and their Applications, 47-52, 2006 2006
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56 Vertical total variation for developing a scalable nearest neighbor classifier North Dakota State University, 2006 2006
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57 Vertical Set Square Distance Based Clustering without Prior Knowledge of K IASSE, 72-77, 2005 2005
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58 Vertical Set Square Distance: A Fast and Scalable Technique to Compute Total Variation in Large Datasets Computers and Their Applications, 60-65, 2005 2005
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59 An Api for Transparent Distributed Vertical Data Mining IASSE, 151-156, 2005 2005
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60 Vertical Data Mining 2005
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61 Vertical Database Design for Scalable Data Mining Encyclopedia of Database Technologies and Applications, 736-739, 2005 2005
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62 Vertical Set Square Distance: A Fast and Scalable Technique to Compute Total Variation in Large Datasets, CATA-2005, 2005 2005
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63 North Dakota State-Wide Housing Needs Assessment: 2004 Final Report Retrieved May, 2006, 2004 2004
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64 Vertical Database Design for Scalable Data Mining
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65 Vertical Set Inner Products: A Fast and Scalable Technique to Compute Total Variation in Large Data Set
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66 Vertical Set Inner Products: A Fast and Scalable Technique to Compute Total Variation in Large Data Set
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67 Vertical Database Design for Scalable Data Mining
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68 Clustering Microarray Data based on Density and Shared Nearest Neighbor the Proceedings of the 21st ISCA International Conference on Computers and …, 0
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69 Enhancing Face Recognition Model Performance Through HyperStyle‐Driven Data Augmentation Applied Computational Intelligence and Soft Computing 2025 (1), 4097213, 2025 2025
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70 Machine Learning Model Evaluation for Predicting Damper Control to Regulate Temperature in Isolation Room Defect and Diffusion Forum 442, 55-62, 2025 2025
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71 Incorporation of IndoBERT and Machine Learning Features to Improve the Performance of Indonesian Textual Entailment Recognition. Journal of Information Systems Engineering & Business Intelligence 11 (2), 2025 2025
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72 Learning Rate Analysis for Pain Recognition Through Viola-Jones and Deep Learning Methods Jurnal Nasional Teknik Elektro dan Teknologi Informasi 13 (2), 77-83, 2024 2024
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73 Hybrid models for emotion classification and sentiment analysis in Indonesian language Applied Computational Intelligence and Soft Computing 2024 (1), 2826773, 2024 2024
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74 Hybrid Models for Recognizing Indonesian Textual Entailment 2024 7th International Conference on Informatics and Computational Sciences …, 2024 2024
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75 Sentiment Analysis Multi-Label of Toxic Comments using BERT-BiLSTM Methods 2024 International Conference on Electrical Engineering and Informatics …, 2024 2024
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76 Comparative Analysis of Liver Disease Classification Using Ensemble Learning and Feature Selection International Conference on Data Science and Artificial Intelligence, 253-265, 2024 2024
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77 Optimizing Pomegranate Growth Stage Detection Using YOLOv8 and Hybrid Machine Learning Approaches 2024 International Conference on Electrical Engineering and Informatics …, 2024 2024
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78 Streamlit Application for Helmet Detection Based on YOLOS: Case Study Indonesia 2024 International Conference on Decision Aid Sciences and Applications …, 2024 2024
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79 Hybrid Algorithm Using CNN and LSTM to Improve Performance in Skin Lesion Image Classification 2024 Ninth International Conference on Informatics and Computing (ICIC), 1-6, 2024 2024
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80 Fine-Tuning Large Language Model (LLM) to Answer Basic Questions for Prospective New Students at Syiah Kuala University Using the Retrieval-Augmented Generation (RAG) Method 2024 Ninth International Conference on Informatics and Computing (ICIC), 1-5, 2024 2024
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81 Action Localization and Recognition through Unsupervised I3D and TSN 2023 3rd International Conference on Computing and Information Technology …, 2023 2023
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82 Performance Analysis of Face Verification through the Decision Fusion using Several Face Recognition Models 2023 Eighth International Conference on Informatics and Computing (ICIC), 1-6, 2023 2023
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83 Optimizing Heart Disease Classification: Exploring the Impact of Feature Selection and Performance of Machine Learning Algorithms International Conference on Data Science and Artificial Intelligence, 279-287, 2023 2023
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84 Enhancing glioma grading performance: a comparative study on feature selection techniques and ensemble machine learning 2023 International Conference on Computer, Control, Informatics and its …, 2023 2023
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85 Transformer-based Indonesian language model for emotion classification and sentiment analysis 2023 International Conference on Information Technology and Computing …, 2023 2023
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86 Deep Age Estimation Model Optimization 2023 International Workshop on Artificial Intelligence and Image Processing …, 2023 2023
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87 Strategi Peningkatan Kualitas Menuju Perguruan Tinggi Berkelas Dunia Direktorat Jenderal Pendidikan Tinggi, Riset, dan Teknologi 87, 2023 2023
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88 Characteristics of laser induced breakdown investigated by a compact, nongated optical multichannel analyzer system and its potential application Heliyon 6 (12), 2020 2020
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89 STRATEGI PENINGKATAN KUALITAS MENUJU PERGURUAN TINGGI BERKELAS DUNIA
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List of Research Works
No Title Focus Scheme Year
1 Penyempurnaan Data Log Sumuran pada Penambangan Minyak dan Gas Bumi dan Klasifikasi Jenis Litofasies Menggunakan Pembelajaran Mesin Teknologi Informasi dan Komunikasi Penelitian Tesis Magister 2022 View
2 PENGEMBANGAN METODE CERDAS PENGENALAN WAJAH BERBASIS DEEP LEARNING INDUSTRI, INOVASI, DAN INFRASTRUKTUR PROGRAM RISET UNGGULAN USK PERCEPATAN DOKTOR 2022 View
3 PENINGKATAN PERFORMA MODEL PENGENALAN WAJAH BERBASIS DEEP LEARNING "TURIMUKA" MELALUI PENYEMPURNAAN METODE PENENTUAN VARIASI POSE WAJAH INDUSTRI, INOVASI, DAN INFRASTRUKTUR PENELITIAN PROFESOR 2022 View
4 Simplified Laser Induced Breakdown Spectroscopy (LIBS) untuk analisa sampel lingkungan dan geologis di negara berkembang Material Maju World Class Research 2021 View
5 PENGEMBANGAN SISTEM PENGENALAN WAJAH (FACE RECOGNITION) BERKINERJA TINGGI MENGGUNAKAN METODE DEEP NEURAL NETWORK UNTUK IDENTIFIKASI DAN AUTENTIFIKASI BIOMETRIK BERBASIS WAJAH INTEGRASI FOKUS RISET ENERGI - ENERGI BARU DAN TERBARUKAN PENELITIAN PROFESOR 2021 View
6 Simplified Laser Induced Breakdown Spectroscopy (LIBS) untuk analisa sampel lingkungan dan geologis di negara berkembang Material Maju World Class Research 2020 View
7 Pengembangan Model Klasifikasi Berbasis Apache Spark pada Ekosistem Hadoop untuk Meningkatkan Kinerja Proses Penentuan Pasangan Akronim dan Kepanjangannya pada Data Teks Besar (Big Data) Teknologi Informasi dan Komunikasi Penelitian Dasar 2020 View
8 PENGEMBANGAN SISTEM KONVERSI SUARA KE TULISAN (VOICE TO TEXT) BERKINERJA TINGGI DALAM BAHASA INDONESIA MENGGUNAKAN METODE DEEP LEARNING ENERGI BARU DAN TERBARUKAN, MATERIAL MAJU, TEKNOLOGI INFORMASI DAN KOMUNIKASI PENELITIAN PROFESOR 2020 View
9 PENGEMBANGAN ALGORITMA PEMBARUAN BERKALA DAN EKSTRAKSI OTOMATIS AKRONIM DAN KEPANJANGANNYA MENGGUNAKAN METODE MACHINE LEARNING DAN BIG DATA UNTUK PENGAYAAN REPOSITORI INDOACRO. ENERGI BARU DAN TERBARUKAN, MATERIAL MAJU, TEKNOLOGI INFORMASI DAN KOMUNIKASI PENELITIAN LEKTOR KEPALA 2019 View
10 Pengembangan Model Klasifikasi Berbasis Apache Spark pada Ekosistem Hadoop untuk Meningkatkan Kinerja Proses Penentuan Pasangan Akronim dan Kepanjangannya pada Data Teks Besar (Big Data) Teknologi Informasi dan Komunikasi Penelitian Dasar 2019 View
11 PENGELOMPOKKAN (CLUSTERING) NILAI UJIAN NASIONAL TINGKAT SMA PROVINSI ACEH: STUDI KASUS DENGAN DATA TAK LENGKAP (MISSING VALUE) ENERGI BARU DAN TERBARUKAN, MATERIAL MAJU, TEKNOLOGI INFORMASI DAN KOMUNIKASI PENELITIAN LEKTOR 2019 View
12 Simplified Laser Induced Breakdown Spectroscopy (LIBS) untuk analisa sampel lingkungan dan geologis di negara berkembang Material Maju World Class Research 2019 View
13 Pengembangan Aplikasi Monitoring Kasus Penyakit Tropis Berbasis Google Earth dari Data Hasil Ekstraksi Secara Otomatis Menggunakan Teknologi Teks Mining Teknologi Informasi dan Komunikasi Penelitian Strategis Nasional Institusi 2015 View
14 Pengembangan Aplikasi Monitoring Kasus Penyakit Tropis Berbasis Google Earth dari Data Hasil Ekstraksi Secara Otomatis Menggunakan Teknologi Teks Mining Teknologi Informasi dan Komunikasi Penelitian Strategis Nasional Institusi 2014 View
15 PENGEMBANGAN METODE CERDAS PENGENALAN WAJAH BERBASIS DEEP LEARNING TEKNOLOGI INFORMASI DAN KOMUNIKASI PROGRAM RISET UNGGULAN USK PERCEPATAN DOKTOR 2025 View
16 Pengembangan Sistem Cerdas Berbasis Deep Learning untuk Mendeteksi Stroke Menggunakan Citra CT-Scan Otak Produk rekayasa keteknikan Penelitian Disertasi Doktor 2025 View
17 Penentuan Tahap Pematangan dan Perkiraan Umur Simpan Alpukat dengan YOLOv8, Hybrid Machine Learning, dan Tambahan Dataset Alpukat Lokal Produk rekayasa keteknikan Penelitian Tesis Magister 2025 View
18 PENGEMBANGAN METODE CERDAS PENGENALAN WAJAH BERBASIS DEEP LEARNING TEKNOLOGI INFORMASI DAN KOMUNIKASI PROGRAM RISET UNGGULAN USK PERCEPATAN DOKTOR 2024 View
19 PEMETAAN PENYAKIT SENSITIF IKLIM BERBASIS LOKASI MENGGUNAKAN MACHINE LEARNING UNTUK PENGEMBANGAN DASHBOARD BAGI PUSKESMAS KESEHATAN DAN OBAT-OBATAN,TEKNOLOGI INFORMASI DAN KOMUNIKASI PENELITIAN TESIS MAGISTER 2024 View
20 PENINGKATAN KINERJA SISTEM PENGENALAN WAJAH MELALUI PENGGABUNGAN KEPUTUSAN (DECISION FUSION) BEBERAPA MODEL PENGENALAN WAJAH BERBASIS DEEP LEARNING TEKNOLOGI INFORMASI DAN KOMUNIKASI PENELITIAN PROFESOR 2023 View
21 CORE-STEP: ADVANCING INNOVATIVE KNOWLEDGE-BASED SOLUTIONS FOR INCLUSIVE AND CLIMATE READY PRIMARY HEALTH CARE SYSTEMS KEBENCANAAN DAN PERUBAHAN IKLIM ENVIRONMENT AND CLIMATE CHANGE (ECC) COLLABORATIVE RESEARCH GRANT, KONEKSI-DFAT 2023 View
22 PENGEMBENGAN METODE CERDAS PENGENALAN WAJAH BERBASIS DEEP LEARNING TEKNOLOGI INFORMASI DAN KOMUNIKASI PROGRAM RISET UNGGULAN USK PERCEPATAN DOKTOR 2023 View
23 Model Pemahaman Bahasa Indonesia Berbasis Transformers Teknologi Informasi dan Komunikasi Penelitian Disertasi Doktor 2023 View
24 Pengembangan Metode dan Perangkat Cerdas untuk Deteksi Dini Ulkus Kaki Diabetik (Diabetic Foot Ulcer) Berbasis Pencitraan Termal dan Deep Learning Kesehatan World Class Research 2021 View
List of Community Services
No Title Focus Scheme Year
1 PEMANFAATAN SISTEM INFORMASI DAN DISEMINASI POTENSI GAMPONG PADA MUKIM LAMTEUNGOH DAN GAMPONG BINAAN UNSYIAH ENERGI BARU DAN TERBARUKAN PENGABDIAN KEPADA MASYARAKAT BERBASIS PRODUK 2021 View
2 PEMBERDAYAAN PKK GAMPONG BINAAN LAMPREH MELALUI BUDI DAYA IKAN DAN SAYURAN ORGANIK DENGAN SISTEM AQUAPONIK UNTUK MENDUKUNG PENINGKATAN PANGAN ENERGI BARU DAN TERBARUKAN PENGABDIAN KEPADA MASYARAKAT BERBASIS PRODUK 2021 View
3 PEMBUATAN RUANGAN PENGERING KEUMAMAH TERINTEGRASI DENGAN BUANGAN PANAS TUNGKU HEMAT ENERGI UNTUK MENJAGA KONTINUITAS PRODUKSI DAN MENGURANGI KETERGANTUNGAN PADA CUACA PANGAN PERTANIAN PENGABDIAN KEPADA MASYARAKAT BERBASIS PRODUK 2020 View
4 PEMBERDAYAAN PKK GAMPONG BINAAN LAMPREH MELALUI BUDI DAYA IKAN DAN SAYURAN ORGANIK DENGAN SISTEM AQUAPONIK UNTUK MENDUKUNG PENINGKATAN PANGAN ENERGI BARU DAN TERBARUKAN PENGABDIAN KEPADA MASYARAKAT BERBASIS PRODUK 2021 View
5 PEMBUATAN RUANGAN PENGERING KEUMAMAH TERINTEGRASI DENGAN BUANGAN PANAS TUNGKU HEMAT ENERGI UNTUK MENJAGA KONTINUITAS PRODUKSI DAN MENGURANGI KETERGANTUNGAN PADA CUACA PANGAN PERTANIAN PENGABDIAN KEPADA MASYARAKAT BERBASIS PRODUK 2020 View
List of IPRs
No Title Publication Date Category Request Number
1 Aplikasi TuriMuka (Teknologi Unggul Rekognisi Muka) Berbasis Android 23 September 2021 hak cipta EC00202149618 View
2 Sistem Informasi Potensi Gampong Kemukiman Lamteungoh (SiPoLam) 21 September 2021 hak cipta EC00202149796 View
3 Aplikasi IndoAcro Berbasis Android 10 March 2020 hak cipta EC00202056977 View
4 Repositori IndoAcro (Indonesian Acronyms And Expansions) Berbasis Teknologi Machine Learning Dan Big Data NaN undefined NaN hak cipta EC00201855581 View
5 Method and system for data mining of very large spatial datasets using vertical set inner products NaN undefined NaN paten US7836090 View
6 AvoScan: Aplikasi Android untuk Penentuan Tahap Pematangan dan Perkiraan Umur Simpan Buah Alpukat 12 Desember 2025 hak cipta EC002025213089 View
List of Books
No Title Publisher Place Category ISBN Year
1 Panduan kurikulum pengelolaan perguruan tinggi menuju universitas berkelas dunia Syiah Kuala University Press Jakarta buku ajar 9786232647466 2022 View
2 Strategi Pengelolaan Fakultas Menuju Universitas Berkelas Dunia Kementerian Pendidikan Tinggi, Sains, dan Teknolog Jakarta buku ajar 9786029290851 2025 View