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ORCIDKnowledge Engineering and Data Science, Volume 5
Volume 5, Number 1, 2022
- Aris Yaman, Yulia A. Kartika, Ariani Indrawati, Zaenal Akbar, Lindung Parningotan Malik, Wita Wardani, Tutie Djarwaningsih, Taufik Mahendra, Dadan Ridwan Saleh:
Non-Gaussian Analysis of Herbarium Specimen Damage to Optimize Specimen Collection Management. 1-16 - Amelia Ritahani Ismail, Nur Shairah Muhd Affendy, Ahsiah Ismail, Asmarani Ahmad Puzi:
Social Distancing Monitoring System using Deep Learning. 17-26 - Putu Hendra Suputra, Anggraini Dwi Sensusiati, Myrtati Dyah Artaria, Gijbertus Jacob Verkerke, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama:
Automatic 3D Cranial Landmark Positioning based on Surface Curvature Feature using Machine Learning. 27-40 - Mohammad Yasser Chuttur
, Yashinee Parianen:
A Comparison of Machine Learning Models to Prioritise Emails using Emotion Analysis for Customer Service Excellence. 41-52 - Andri Pranolo, Yingchi Mao, Aji Prasetya Wibawa, Agung Bella Putra Utama, Felix Andika Dwiyanto:
Optimized Three Deep Learning Models Based-PSO Hyperparameters for Beijing PM2.5 Prediction. 53-66 - Rizka Suhana, Wayan Firdaus Mahmudy, Agung Setia Budi:
Fish Image Classification Using Adaptive Learning Rate In Transfer Learning Method. 67-77 - Luther Alexander Latumakulita, Sandy Laurentius Lumintang, Deiby Tineke Salakia, Steven R. Sentinuwo, Alwin Melkie Sambul, Noorul Islam:
Human Facial Expressions Identification using Convolutional Neural Network with VGG16 Architecture. 78-86 - Utomo Pujianto, Muhammad Iqbal Akbar, Niendhitta Tamia Lassela, Deni Sutaji:
The Effect of Resampling on Classifier Performance: an Empirical Study. 87-100 - Naveed Sultan:
Sentiment Analysis of Amazon Product Reviews using Supervised Machine Learning Techniques. 101-108
Volume 5, Number 2, 2022
- Farhanna Mar'i, Hafidz Ubaidillah, Wayan Firdaus Mahmudy, Ahmad Afif Supianto:
Hybrid Artificial Bee Colony and Improved Simulated Annealing for the Capacitated Vehicle Routing Problem. 109-121 - Haviluddin, Herman Santoso Pakpahan, Novianti Puspitasari, Gubtha Mahendra Putra, Rima Yustika Hasnida, Rayner Alfred:
Adaptive Neuro-Fuzzy Inference System for Waste Prediction. 122-128 - Shili Hechmi:
An Accurate Real-Time Method for Face Mask Detection using CNN and SVM. 129-136 - Nastiti Susetyo Fanany Putri, Aji Prasetya Wibawa, Harits Ar Rosyid, Agung Bella Putra Utama, Wako Uriu:
Performance of Ensemble Classification for Agricultural and Biological Science Journals with Scopus Index. 137-142 - Ida Bagus Putra Manuaba, I Wayan Budi Sentana, I Nyoman Gede Arya Astawa, I Wayan Suasnawa, I Putu Bagus Arya Pradnyana:
Social Media Mining with Fuzzy Text Matching: A Knowledge Extraction on Tourism After COVID-19 Pandemic. 143-149 - Harits Ar Rosyid, Aulia Yahya Harindra Putra, Muhammad Iqbal Akbar, Felix Andika Dwiyanto:
Can Multinomial Logistic Regression Predicts Research Group using Text Input? 150-159 - Joan Santoso, Esther Irawati Setiawan, Fransiskus Xaverius Ferdinandus, Gunawan Gunawan, Leonel Hernandez:
Indonesian Language Term Extraction using Multi-Task Neural Network. 160-167 - Rosa Andrie Asmara, Noprianto Noprianto, Muhammad Ainur Ilmy, Kohei Arai:
Traffic Density Prediction using IoT-based Double Exponential Smoothing. 168-178 - Didik Dwi Prasetya, Tsukasa Hirashima:
Associated Patterns in Open-Ended Concept Maps within E-Learning. 179-187 - Mochammad Anshori, M. Syauqi Haris:
Predicting Heart Disease using Logistic Regression. 188-196
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