DIAGNOSIS OF CUCUMBER PLANT DISEASES USING CERTAINTY FACTOR AND FORWARD CHAINING METHODS
Bligania, Bligania, Pristyanto, Yoga, Sismoro, Heri, Astuti, Yuli, Nugraha, Anggit Ferdita
Published in Techno Nusa Mandiri: Journal of Computing and Information Technology (01.03.2024)
Published in Techno Nusa Mandiri: Journal of Computing and Information Technology (01.03.2024)
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Journal Article
Comparison of Ensemble Models as Solutions for Imbalanced Class Classification of Datasets
Pristyanto, Yoga, Ferdita Nugraha, Anggit, Faticha Alfa Aziza, Rifda, Hadi Purwanto, Ibnu, Sulistiyono, Mulia, Dahlan, Akhmad
Published in 2023 17th International Conference on Ubiquitous Information Management and Communication (IMCOM) (03.01.2023)
Published in 2023 17th International Conference on Ubiquitous Information Management and Communication (IMCOM) (03.01.2023)
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Conference Proceeding
Extreme Gradient Boosting Algorithm to Improve Machine Learning Model Performance on Multiclass Imbalanced Dataset
Pristyanto, Yoga, Mukarabiman, Zulfikar, Nugraha, Anggit Ferdita
Published in JOIV : international journal on informatics visualization Online (10.09.2023)
Published in JOIV : international journal on informatics visualization Online (10.09.2023)
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Journal Article
LOGAN: Log Analyzer Simulation Sebagai Media Simulasi Analisis Log Berbasis Data Generator
Koprawi, Muhammad, Putra, Wahyu Sukestyastama, Ashari, Wahid Miftahul, Kuswanto, Jeki, Nugraha, Anggit Ferdita
Published in JEPIN (Jurnal Edukasi dan Penelitian Informatika) (22.04.2024)
Published in JEPIN (Jurnal Edukasi dan Penelitian Informatika) (22.04.2024)
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Journal Article
R-peaks detection method for classifying arrhythmia disorder
Nugraha, Anggit Ferdita, Pramudita, Brahmantya Aji, Setiawan, Noor Akhmad, Nugroho, Hanung Adi
Published in Journal of the medical sciences (10.10.2017)
Published in Journal of the medical sciences (10.10.2017)
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Journal Article
Premature Ventricular Contraction (PVC) Detection Using R Signals
Aji Pramudita, B, Ferdita Nugraha, A, Adi Nugroho, H, Akhmad Setiawan, N
Published in KnE Life Sciences (10.03.2019)
Published in KnE Life Sciences (10.03.2019)
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Journal Article
Enhanced Classification of Potato Leaf Disease Using Xception and ReduceLROnPlateau Callbacks
Sunyoto, Andi, Pristyanto, Yoga, Nugraha, Anggit Ferdita
Published in 2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS) (28.11.2023)
Published in 2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS) (28.11.2023)
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Conference Proceeding
Improving Classification Model for Potato Leaf Disease Detection Process Using Deep Learning-Based MobileNet Architecture
Setiani, Rina, Nugraha, Anggit Ferdita, Sunyoto, Andi, Pristyanto, Yoga
Published in 2023 International Conference on Informatics, Multimedia, Cyber and Informations System (ICIMCIS) (07.11.2023)
Published in 2023 International Conference on Informatics, Multimedia, Cyber and Informations System (ICIMCIS) (07.11.2023)
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Conference Proceeding
Meta-Algorithms for Improving Classification Performance in the Web-phishing Detection Process
Nugraha, Anggit Ferdita, Rahman, Luthfia
Published in 2019 4th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE) (01.11.2019)
Published in 2019 4th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE) (01.11.2019)
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Conference Proceeding
Multiclass Imbalanced Handling using ADASYN Oversampling and Stacking Algorithm
Pristyanto, Yoga, Nugraha, Anggit Ferdita, Dahlan, Akhmad, Wirasakti, Lucky Adhikrisna, Ahmad Zein, Aditya, Pratama, Irfan
Published in 2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) (03.01.2022)
Published in 2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) (03.01.2022)
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Conference Proceeding
Machine Learning Model for Detecting Fake News Content in Indonesian-Language Online Media
Yanuar Risca Pratiwi, Inggrid, Ferdita Nugraha, Anggit, Pristyanto, Yoga, Faticha Alfa Aziza, Rifda, Kuswanto, Jeki, Hadi Purwanto, Ibnu
Published in 2022 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS) (16.11.2022)
Published in 2022 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS) (16.11.2022)
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Conference Proceeding
Data level approach for imbalanced class handling on educational data mining multiclass classification
Pristyanto, Yoga, Pratama, Irfan, Nugraha, Anggit Ferdita
Published in 2018 International Conference on Information and Communications Technology (ICOIACT) (01.03.2018)
Published in 2018 International Conference on Information and Communications Technology (ICOIACT) (01.03.2018)
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Conference Proceeding
A Comparative Study of Machine Learning Models for Detecting Fake News Content in Bahasa Indonesia Online Media
Nugraha, Anggit Ferdita, Pristyanto, Yoga, Setiani, Rina, Bahtiar, Satya Abdul Halim, Putra, Andriyan Dwi, Aziza, Rifda Faticha Alfa
Published in 2024 International Conference on Smart Computing, IoT and Machine Learning (SIML) (06.06.2024)
Published in 2024 International Conference on Smart Computing, IoT and Machine Learning (SIML) (06.06.2024)
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Conference Proceeding
Dual Approach to Handling Imbalanced Class in Datasets Using Oversampling and Ensemble Learning Techniques
Pristyanto, Yoga, Nugraha, Anggit Ferdita, Pratama, Irfan, Dahlan, Akhmad, Wirasakti, Lucky Adhikrisna
Published in 2021 15th International Conference on Ubiquitous Information Management and Communication (IMCOM) (04.01.2021)
Published in 2021 15th International Conference on Ubiquitous Information Management and Communication (IMCOM) (04.01.2021)
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Conference Proceeding
Feature Selection Technique for improving classification performance in the web-phishing detection process
Nugraha, Anggit Ferdita, Tama, Dwiky Alfian, Istiqomah, Dewi Anisa, Ramadhani, Surya Tri Atmaja, Kusuma, Bayu Nadya, Windarni, Vikky Aprelia
Published in Conference Series (25.01.2022)
Published in Conference Series (25.01.2022)
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Journal Article