Vol. 11 No. 2 (2025): Cogito Smart Journal

Articles

• Predictive Maintenance of Heavy Equipment Machines using Neural Network Based on Operational Data

  Ahya Radiatul Kamila, Gerry Hudera Derhass, Johanes Fernandes Andry, Francka Sakti Lee, Very Budiyanto, Velly Anatasia

  229-241

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  DOI : https://doi.org/10.31154/cogito.v11i2.555.229-241
  Abstract Views: 921   PDF Downloads : 597

• Recapitulation of Lecturer’s Attendance Using Android-Based Fingerprint At Dipa Makassar University

  Salman Salman, Amirah Amirah

  242-256

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  DOI : https://doi.org/10.31154/cogito.v11i2.732.242-256
  Abstract Views: 590   PDF Downloads : 303

• Comparative Analysis Of Convolutional Neural Network Models For Digital Image-Based Melanoma Classification

  Ana Kurniawati, Aniqoh Hana Haura

  257-270

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  DOI : https://doi.org/10.31154/cogito.v11i2.856.257-270
  Abstract Views: 532   PDF Downloads : 322

• Assessing Information Security Readiness in Indonesian Fintech Companies Using KAMI Index 5.0 Framework

  Merryana Lestari, Maria Entina Puspita, Yemima Geasela, Agustinus Fritz Wijaya, Puguh Hiskiawan, Vicky Vicky

  271-280

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  DOI : https://doi.org/10.31154/cogito.v11i2.837.271-280
  Abstract Views: 595   PDF Downloads : 394

• Optimizing Network Traffic Classification Models with a Hybrid Approach for Large-Scale Data

  Andrew C Handoko, Hendry Hendry, Theophilus Wellem

  281-294

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  DOI : https://doi.org/10.31154/cogito.v11i2.966.281-294
  Abstract Views: 541   PDF Downloads : 280

• Forecasting the Highest and Lowest Prices in Financial Markets Using a VMD-LSTM Hybrid Model

  I Made Adi Purwantara, Kusrini Kusrini, Arief Setyanto, Ema Utami

  295-310

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  DOI : https://doi.org/10.31154/cogito.v11i2.963.295-310
  Abstract Views: 917   PDF Downloads : 553

• Smart Assistive Stick with Arduino and Multidirectional Ultrasonic Sensors for Intelligent Obstacle Detection and Navigation

  Mikha Sinaga, Ayub Ibrahim, Nita Sembiring

  311-322

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  DOI : https://doi.org/10.31154/cogito.v11i2.886.311-322
  Abstract Views: 924   PDF Downloads : 429

• Transparency and Trust in Minahasa Tourism Advertising using Blockchain

  Indra Rianto, Arje Cerullo Djamen, Tesalonika Inryanti Tampi, Jentelino Silvester Langitan, Merriam Modeong

  323-336

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  DOI : https://doi.org/10.31154/cogito.v11i2.969.323-336
  Abstract Views: 456   PDF Downloads : 230

• Funnel-Based Predictive Modeling for Forecasting Student Admissions in Higher Education

  Obaja Marum Lumbanraja

  337-348

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  DOI : https://doi.org/10.31154/cogito.v11i2.1002.337-348
  Abstract Views: 682   PDF Downloads : 363

• Examining Lecturers’ Learning Management System Usage Using TAM: Eastern Indonesia Case Study

  Debby Erce Sondakh, S.Kom, M.T, Ph.D, Andrew Tanny Liem, Tesalonika Angelina Kasihidi, Veronica Joan Amelia Tauran

  349-367

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  DOI : https://doi.org/10.31154/cogito.v11i2.1011.349-367
  Abstract Views: 538   PDF Downloads : 305

• Design and Implementation of Full-Stack Conference System for Streamlined Administrative Workflows

  Andrew Fernando Pakpahan

  368-381

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  DOI : https://doi.org/10.31154/cogito.v11i2.934.368-381
  Abstract Views: 572   PDF Downloads : 324

• Benchmarking Five Machine Learning Models for Accurate Steel Plate Defect Detection

  Ellya Sestri, Adhitio Satyo Bayangkari Karno, Widi Hastomo

  382-401

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  DOI : https://doi.org/10.31154/cogito.v11i2.753.382-401
  Abstract Views: 619   PDF Downloads : 342

• Predictive Linear Regression Model for Premature Birth Risk Assessment System

  Dewi Kusumaningsih, Abdul Kadir, Ahmad Pudoli

  402-413

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  DOI : https://doi.org/10.31154/cogito.v11i2.924.402-413
  Abstract Views: 504   PDF Downloads : 279

• Text Similarity Analysis for Evaluating Alignment Between Lesson Plans and Teaching Reports

  Antonius Rachmat Chrismanto, Willy Sudiarto Raharjo, Oscar Gilang Purnajati

  414-429

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  DOI : https://doi.org/10.31154/cogito.v11i2.976.414-429
  Abstract Views: 443   PDF Downloads : 193

• Neural Dynamic Network for Brain Tumor Classification: An Attention-Based Feature Selection Approach

  Muchammad Naseer, Nova Agustina, Harya Gusdevi, Niken Riyanti

  430-446

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  DOI : https://doi.org/10.31154/cogito.v11i2.989.430-446
  Abstract Views: 425   PDF Downloads : 218

• Hyperparameter Tuning Exploration to Maximize MobileNet Performance in Classification Kidney Tumor

  Sandy Putra Siregar, M. Safii, Sundari Retno Andani

  447-461

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  DOI : https://doi.org/10.31154/cogito.v11i2.960.447-461
  Abstract Views: 388   PDF Downloads : 215

• Forecasting Medium Rice’s Retail Price with Machine Learning in Gorontalo Province

  Jamal Darusalam Giu, Amalan Fadil Gaib, Abdul Rasyid

  462-477

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  DOI : https://doi.org/10.31154/cogito.v11i2.930.462-477
  Abstract Views: 479   PDF Downloads : 263

• Digitization and Virtualization of Minahasan Bamboo Instruments: Development of a Culturally-Informed Virtual Studio Technology Plugin

  Xaverius Najoan, Meily Ivane Esther Neman, Roger Allan Christian Kembuan

  478-491

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  DOI : https://doi.org/10.31154/cogito.v11i2.895.478-491
  Abstract Views: 408   PDF Downloads : 210

• Water Depot Quality Monitoring System Based On Internet Of Things

  Marchel Thimoty Tombeng, George M. W. Tangka, Regino J. S. Kaloh, Imanuel O. Mantow, Jonathan K. Kongen

  492-503

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  DOI : https://doi.org/10.31154/cogito.v11i2.1071.492-503
  Abstract Views: 77   PDF Downloads : 76