Vol. 14 No. 2 (2026): TEKNOIF OCTOBER 2026

Article

• Random Forest-Based Vegetation and Non-Vegetation Classification in Siak Regency Using Landsat 8 and Google Earth Engine

  Faiza Aulia Supriatna, Elvira Nurrahma, Inggit Lolita Sari, Emilia Roza, Harry Ramza

  68-84

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• Machine Learning-Based Prediction of Palm Oil Production in Merangin Regency

  Latifatus Sadiyahh, Brestina Gultom S.Kom

  85-99

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• Big Five Personality Prediction from Essays through Vocabulary Graphs and Contextual Transformer Representations

  Yuliant Sibaroni, Sri Suryani

  100-109

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• XGBoost Web Bot Detection Using Session-Level Features from HTTP Access Logs

  Muhammad Imam Rafi', Danny Oka Ratmana

  110-123

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• Real-Time Production Forecasting Using GSS-Optimized Holt DES: An Empirical Comparison with ARIMA

  Beltsazar Ariel Putra, Bambang Agus Herlambang, Noora Qotrun Nada

  124-138

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• Validation-Based Hyperparameter Optimization of a Hybrid IndoBERT-BiGRU Model for Indonesian Sentiment Analysis

  Handoko, Elly, Rivaldi Lubis

  139-148

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