Optimization of Text Emotion Classification through the Combination of ITC Smoothed and Linear Models

Melki Garonga^(1*); Mc Rore Rangga Punne⁽²⁾; Irene Devi Damayanti⁽³⁾

(1) Univesitas Kristen Indonesia Toraja
(2) Univesitas Kristen Indonesia Toraja
(3) Univesitas Kristen Indonesia Toraja
(*) Corresponding Author

Smart Journal Finder: A Web-Based Scientific Article Categorization Using Jaccard Similarity

Rodiah Rodiah^(1*)

(1) Universitas Gunadarma
(*) Corresponding Author

A Hybrid BERT–RAG Model for Developing Knowledge-Validated Conversational Systems

Desi Anggreani^(1*); Ismawati Ismawati⁽²⁾; A. Inayah Auliyah⁽³⁾; Lukman Lukman⁽⁴⁾; Aedah Abd Rahman⁽⁵⁾; Nurmisba Nurmisba⁽⁶⁾; Muh Ilham Akbar⁽⁷⁾

(1) Universitas Muhammadiyah Makassar
(2) Universitas Muhammadiyah Makassar
(3) Institut Teknologi Bacharuddin Jusuf Habibie
(4) Universitas Muhammadiyah Makassar
(5) Asia E University
(6) Universitas Muhammadiyah Makassar
(7) Universitas Muhammadiyah Makassar
(*) Corresponding Author

Isolation Forest-Based Anomaly Detection in IoT Smart Home Network Traffic

Ahmad Luthfi^(1*); Emigawaty Emigawaty⁽²⁾

(1) Universitas Islam Indonesia
(2) Universitas Amikom Yogyakarta
(*) Corresponding Author

Enhancing Crack Detection on Levees with Synthetic Data Augmentation via ACGAN and Attention-Boosted Faster R-CNN

Saludin Saludin^(1*); Wiwit Priyadi⁽²⁾; Gita Puspa Artiani⁽³⁾; Risanto Darmawan⁽⁴⁾; Ali Khumaidi⁽⁵⁾

(1) Universitas Bina Insani
(2) Universitas Bina Insani
(3) Universitas Krisnadwipayana
(4) Universitas Krisnadwipayana
(5) Universitas Bina Insani
(*) Corresponding Author

Blockchain-Based Diploma Authentication System: A Design Science Approach Using Smart Contracts and Ganache

Haryati Haryati^(1*); Dwi Vernanda⁽²⁾

(1) Politeknik Negeri Subang
(2) Politeknik Negeri Subang
(*) Corresponding Author

Comparative Performance Analysis of Modified VGG16 and Slim-CNN for Arabica Coffee Bean Defect Classification

Yusriel Ardian^(1*); I Nyoman gede Arya Astawa⁽²⁾; Novta Danyel Irawan⁽³⁾; I Putu Bagus Arya Pradnyana⁽⁴⁾; Agung Sulistyo⁽⁵⁾

(1) Politeknik Unisma Malang
(2) Politeknik Negeri Bali
(3) Politeknik Unisma Malang
(4) Politeknik Negeri Bali
(5) Politeknik Unisma Malang
(*) Corresponding Author

Evaluating the Effectiveness of TBaWI for Imputation of Missing Rainfall Data

Lukman Syafie^(1*); Narendra Awangga⁽²⁾; Yulita Salim⁽³⁾

(1) Universitas Muslim Indonesia
(2) Universitas Muslim Indonesia
(3) Universitas Muslim Indonesia
(*) Corresponding Author

An Exploration of the Work Performance of Educators in Transformative Schools: Leveraging Machine Learning for Performance Insights

Rakhmad Maulidi⁽¹⁾; Jozua Ferjanus Palandi⁽²⁾; Bagus Kristomoyo Kristanto⁽³⁾; Laila Isyriyah⁽⁴⁾; Rizky Rahmatullah⁽⁵⁾; Puput Dani Prasetyo Adi^(6*); Akio Kitagawa⁽⁷⁾

(1) Universitas Telkom
(2) Universitas Bhinneka Nusantara
(3) Universitas Bhinneka Nusantara
(4) Universitas Bhinneka Nusantara
(5) Kanazawa University
(6) Badan Riset dan Inovasi Nasional
(7) Kanazawa University
(*) Corresponding Author

Development of an Intelligent Catch the Stick System for Measuring Human Motor Coordination and Reaction Speed

Nanda Tommy Wirawan^(1*); Risa Nadia Ernes⁽²⁾

(1) Universitas Putra Indonesia "YPTK"
(2) Universitas Putra Indonesia "YPTK"
(*) Corresponding Author

Automated Hyperparameter Optimization of Lightweight YOLO11s for Efficient Road Crack Detection

Ida Ayu Ari Angreni^(1*); Diyanti Diyanti⁽²⁾; Vega Valentine⁽³⁾

(1) Gunadarma University
(2) Gunadarma University
(3) Gunadarma University
(*) Corresponding Author

Optimization-Based Geospatial Clustering Using Fuzzy Geographically Weighted Clustering and Flower Pollination Algorithm for Stunting Risk Mapping

Ngatimin Ngatimin^(1*); Deden Istiawan⁽²⁾; Windyaning Ustyannie⁽³⁾; Rahmat Riansyah⁽⁴⁾; Ameliatus Sholicah⁽⁵⁾

(1) Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang
(2) Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang
(3) Universitas Akprind Indonesia
(4) Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang
(5) Institut Teknologi Statistika dan Bisnis Muhammadiyah Semarang
(*) Corresponding Author

A Hybrid Deep Learning–Machine Learning Approach for the Identification of Active Compounds in Blumea balsamifera (Sembung Leaves)

Kusnaeni Kusnaeni^(1*); Prihatin Prihatin⁽²⁾; Rahmatullah Rahmatullah⁽³⁾; Mega Sartika Hafid⁽⁴⁾; Muhammad Rifki Nisardi⁽⁵⁾; Nurmalasari Nurmalasari⁽⁶⁾; Afif Budi Andy B⁽⁷⁾

(1) Institut Teknologi Bacharuddin Jusuf Habibie
(2) Institut Teknologi Bacharuddin Jusuf Habibie
(3) Pemerintah Kabupaten Mamuju
(4) Institut Teknologi Bacharuddin Jusuf Habibie
(5) Institut Teknologi Bacharuddin Jusuf Habibie
(6) Institut Teknologi Bacharuddin Jusuf Habibie
(7) Universitas Sulawesi Barat
(*) Corresponding Author

SMOTE-Based Comparative Analysis of Machine Learning Models for Stroke Risk Prediction Using Imbalanced Healthcare Data

Ratu Mutiara Siregar⁽¹⁾; Budy Satria^(2*); Sandi Fadilah⁽³⁾; Liga Mayola⁽⁴⁾; Silky Safira⁽⁵⁾

(1) Institut Teknologi Sawit Indonesia
(2) Universitas Andalas
(3) Universiti Muhammadiyah Malaysia
(4) Universitas Putra Indonesia YPTK
(5) Universitas Putra Indonesia YPTK
(*) Corresponding Author

Enhancing Eye Disease Classification Accuracy Using Convolutional Neural Networks with Transfer Learning

Nazlina Izmi Addyna^(1*); Rahmat Widia Sembiring⁽²⁾; Agus Perdana Windarto⁽³⁾

(1) STIKOM Tunas Bangsa
(2) Politeknik Negeri Medan
(3) STIKOM Tunas Bangsa
(*) Corresponding Author