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Knowl. Eng. Data Sci.
2018
2021
2024
2018
2024
Keyphrases
Publications
volume 7, number 1, 2024
Nur Ainun Daulay
,
Salwa Rizqina Putri
,
Arie Wahyu Wijayanto
,
Ika Yuni Wulansari
Optimizing Malaria Control: Granular and Cost-Effective Mosquito Habitat Index in Endemic Areas Through Satellite Imagery.
Knowl. Eng. Data Sci.
7 (1) (2024)
Husna Luthfiatun Nisa
,
Atina Ahdika
Hybrid Method for User Review Sentiment Categorization in ChatGPT Application Using N-Gram and Word2Vec Features.
Knowl. Eng. Data Sci.
7 (1) (2024)
Dika Fikri Laistulloh
,
Anik Nur Handayani
,
Rosa Andrie Asmara
,
Phillip Taw
Convolutional Neural Network in Motion Detection for Physiotherapy Exercise Movement.
Knowl. Eng. Data Sci.
7 (1) (2024)
Andri Pranolo
,
Xiaofeng Zhou
,
Yingchi Mao
,
Bambang Widi Pratolo
,
Aji Prasetya Wibawa
,
Agung Bella Putra Utama
,
Abdoul Fatakhou Ba
,
Abdullahi Uwaisu Muhammad
Exploring LSTM-based Attention Mechanisms with PSO and Grid Search under Different Normalization Techniques for Energy demands Time Series Forecasting.
Knowl. Eng. Data Sci.
7 (1) (2024)
volume 6, number 1, 2023
Akmal Vrisna Alzuhdi
,
Harits Ar Rosyid
,
Mohammad Yasser Chuttur
,
Shah Nazir
Optimizing Random Forest Algorithm to Classify Player's Memorisation via In-game Data.
Knowl. Eng. Data Sci.
6 (1) (2023)
Gunawan Gunawan
,
Fitria Fitria
,
Esther Irawati Setiawan
,
Kimiya Fujisawa
Maximum Marginal Relevance and Vector Space Model for Summarizing Students' Final Project Abstracts.
Knowl. Eng. Data Sci.
6 (1) (2023)
Rheo Malani
,
Bedi Suprapty
,
Arief Bramanto Wicaksono Putra
,
Achmad Fanany Onnilita Gaffar
Inter-frame video compression based on adaptive fuzzy inference system compression of multiple frame characteristics.
Knowl. Eng. Data Sci.
6 (1) (2023)
Atkia Akila Karim
,
Naushin Nower
Long-Term Traffic Prediction Based on Stacked GCN Model.
Knowl. Eng. Data Sci.
6 (1) (2023)
Miftahul Walid
,
Norfiah Lailatin Nispi Sahbaniya
,
Hozairi Hozairi
,
Fajar Baskoro
,
Arya Yudhi Wijaya
K-Means Clustering and Multilayer Perceptron for Categorizing Student Business Groups.
Knowl. Eng. Data Sci.
6 (1) (2023)
Arik Kurniawati
,
Eko Mulyanto Yuniarno
,
Yoyon Kusnendar Suprapto
Deep Learning for Multi-Structured Javanese Gamelan Note Generator.
Knowl. Eng. Data Sci.
6 (1) (2023)
Issah Iddrisu
,
Peter Appiahene
,
Obed Appiah
,
Fuseini Inusah
Exploring the Impact of Students Demographic Attributes on Performance Prediction through Binary Classification in the KDP Model.
Knowl. Eng. Data Sci.
6 (1) (2023)
I Kadek Wahyu Sudiatmika
,
Gede Indrawan
,
Sariyasa Sariyasa
Round-Robin Algorithm in Load Balancing for National Data Centers.
Knowl. Eng. Data Sci.
6 (1) (2023)
Slamet Wibawanto
,
Kartika Candra Kirana
,
Hani Ramadhan
Ant Colony Optimization for Resistor Color Code Detection.
Knowl. Eng. Data Sci.
6 (1) (2023)
volume 6, number 2, 2023
Fadhila Tangguh Admojo
,
Adidah Lajis
,
Haidawati Nasir
Systematic Literature Review on Ontology-based Indonesian Question Answering System.
Knowl. Eng. Data Sci.
6 (2) (2023)
Tubagus Arief Armanda
,
Ire Puspa Wardhani
,
Tubagus M. Akhriza
,
Tubagus M. Adrie Admira
Recurrent Session Approach to Generative Association Rule based Recommendation.
Knowl. Eng. Data Sci.
6 (2) (2023)
Arnold Adimabua Ojugo
,
Christopher Chukwufunaya Odiakaose
,
Frances Emordi
,
Rita Erhovwo Ako
,
Winifred Adigwe
,
Kizito Eluemonor Anazia
,
Victor Geteloma
Evidence of Students' Academic Performance at the Federal College of Education Asaba Nigeria: Mining Education Data.
Knowl. Eng. Data Sci.
6 (2) (2023)
Lala Septem Riza
,
M. Ammar Fadhlur Rahman
,
Yudi Prasetyo
,
Muhammad Iqbal Zain
,
Herbert Siregar
,
Topik Hidayat
,
Khyrina Airin Fariza Abu Samah
,
Miftahurrahma Rosyda
Comparison of Machine Learning Algorithms for Species Family Classification using DNA Barcode.
Knowl. Eng. Data Sci.
6 (2) (2023)
Zuli Agustina Gultom
,
Farid Akbar Siregar
,
Mahardika Abdi Prawira Tanjung
,
Al Hamidy Hazidar
Multivariate Analysis Approach to Factor-Affected Tuberculosis Disease.
Knowl. Eng. Data Sci.
6 (2) (2023)
Aji Prasetya Wibawa
,
Agung Bella Putra Utama
,
Ade Kurnia Ganesh Akbari
,
Akhmad Fanny Fadhilla
,
Alfiansyah Putra Pertama Triono
,
Andien Khansa'a Iffat Paramarta
,
Faradini Usha Setyaputri
,
Leonel Hernandez
Deep Learning Approaches with Optimum Alpha for Energy Usage Forecasting.
Knowl. Eng. Data Sci.
6 (2) (2023)
Yayat Sujatna
,
Adhitio Satyo Bayangkari Karno
,
Widi Hastomo
,
Nia Yuningsih
,
Dody Arif
,
Sri Setya Handayani
,
Aqwam Rosadi Kardian
,
Ire Puspa Wardhani
,
L. M. Rasdi Rere
Stacked LSTM-GRU Long-Term Forecasting Model for Indonesian Islamic Banks.
Knowl. Eng. Data Sci.
6 (2) (2023)
Benzfica Hanif
,
Aisyah Larasati
,
Rudi Nurdiansyah
,
Trung Le
The Effect of the Number of Hidden Layers on The Performance of Deep Q-Network for Traveling Salesman Problem.
Knowl. Eng. Data Sci.
6 (2) (2023)
Heni Sumarti
,
Fahira Septiani
,
Agus Sudarmanto
,
Wahyu Caesarendra
,
Edmi Edison Rizki
EEG Classification while Listening to Murottal Al-Quran and Classical Music using Random Forest Method.
Knowl. Eng. Data Sci.
6 (2) (2023)
volume 5, number 1, 2022
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.
Knowl. Eng. Data Sci.
5 (1) (2022)
Amelia Ritahani Ismail
,
Nur Shairah Muhd Affendy
,
Ahsiah Ismail
,
Asmarani Ahmad Puzi
Social Distancing Monitoring System using Deep Learning.
Knowl. Eng. Data Sci.
5 (1) (2022)
Utomo Pujianto
,
Muhammad Iqbal Akbar
,
Niendhitta Tamia Lassela
,
Deni Sutaji
The Effect of Resampling on Classifier Performance: an Empirical Study.
Knowl. Eng. Data Sci.
5 (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.
Knowl. Eng. Data Sci.
5 (1) (2022)
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.
Knowl. Eng. Data Sci.
5 (1) (2022)
Naveed Sultan
Sentiment Analysis of Amazon Product Reviews using Supervised Machine Learning Techniques.
Knowl. Eng. Data Sci.
5 (1) (2022)
Mohammad Yasser Chuttur
,
Yashinee Parianen
A Comparison of Machine Learning Models to Prioritise Emails using Emotion Analysis for Customer Service Excellence.
Knowl. Eng. Data Sci.
5 (1) (2022)
Rizka Suhana
,
Wayan Firdaus Mahmudy
,
Agung Setia Budi
Fish Image Classification Using Adaptive Learning Rate In Transfer Learning Method.
Knowl. Eng. Data Sci.
5 (1) (2022)
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.
Knowl. Eng. Data Sci.
5 (1) (2022)
volume 5, number 2, 2022
Didik Dwi Prasetya
,
Tsukasa Hirashima
Associated Patterns in Open-Ended Concept Maps within E-Learning.
Knowl. Eng. Data Sci.
5 (2) (2022)
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.
Knowl. Eng. Data Sci.
5 (2) (2022)
Rosa Andrie Asmara
,
Noprianto Noprianto
,
Muhammad Ainur Ilmy
,
Kohei Arai
Traffic Density Prediction using IoT-based Double Exponential Smoothing.
Knowl. Eng. Data Sci.
5 (2) (2022)
Mochammad Anshori
,
M. Syauqi Haris
Predicting Heart Disease using Logistic Regression.
Knowl. Eng. Data Sci.
5 (2) (2022)
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.
Knowl. Eng. Data Sci.
5 (2) (2022)
Harits Ar Rosyid
,
Aulia Yahya Harindra Putra
,
Muhammad Iqbal Akbar
,
Felix Andika Dwiyanto
Can Multinomial Logistic Regression Predicts Research Group using Text Input?
Knowl. Eng. Data Sci.
5 (2) (2022)
Haviluddin
,
Herman Santoso Pakpahan
,
Novianti Puspitasari
,
Gubtha Mahendra Putra
,
Rima Yustika Hasnida
,
Rayner Alfred
Adaptive Neuro-Fuzzy Inference System for Waste Prediction.
Knowl. Eng. Data Sci.
5 (2) (2022)
Shili Hechmi
An Accurate Real-Time Method for Face Mask Detection using CNN and SVM.
Knowl. Eng. Data Sci.
5 (2) (2022)
Joan Santoso
,
Esther Irawati Setiawan
,
Fransiskus Xaverius Ferdinandus
,
Gunawan Gunawan
,
Leonel Hernandez
Indonesian Language Term Extraction using Multi-Task Neural Network.
Knowl. Eng. Data Sci.
5 (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.
Knowl. Eng. Data Sci.
5 (2) (2022)
volume 4, number 1, 2021
Diny Melsye Nurul Fajri
,
Wayan Firdaus Mahmudy
,
Titiek Yulianti
Detection of Disease and Pest of Kenaf Plant Based on Image Recognition with VGGNet19.
Knowl. Eng. Data Sci.
4 (1) (2021)
volume 4, number 2, 2021
Endang Setyati
,
Suharyono Az
,
Subroto Prasetya Hudiono
,
Fachrul Kurniawan
CNN based Face Recognition System for Patients with Down and William Syndrome.
Knowl. Eng. Data Sci.
4 (2) (2021)
Merlinda Wibowo
,
Christoph Quix
,
Nur Syahela Hussien
,
Herman Yuliansyah
,
Faisal Dharma Adhinata
Similarity Identification of Large-scale Biomedical Documents using Cosine Similarity and Parallel Computing.
Knowl. Eng. Data Sci.
4 (2) (2021)
Anik Nur Handayani
,
Heru Wahyu Herwanto
,
Katya Lindi Chandrika
,
Kohei Arai
Recognition of Handwritten Javanese Script using Backpropagation with Zoning Feature Extraction.
Knowl. Eng. Data Sci.
4 (2) (2021)
Edi Jaya Kusuma
,
Ika Pantiawati
,
Sri Handayani
Melanoma Classification based on Simulated Annealing Optimization in Neural Network.
Knowl. Eng. Data Sci.
4 (2) (2021)
Abu Rafe Md Jamil
,
Naushin Nower
A Comprehensive Analysis of Reward Function for Adaptive Traffic Signal Control.
Knowl. Eng. Data Sci.
4 (2) (2021)
Abdulrazak Yahya Saleh
,
Lau Khai Xian
Stress Classification using Deep Learning with 1D Convolutional Neural Networks.
Knowl. Eng. Data Sci.
4 (2) (2021)
Kien Trang
,
An Hoang Nguyen
A Comparative Study of Machine Learning-based Approach for Network Traffic Classification.
Knowl. Eng. Data Sci.
4 (2) (2021)
Adhi Prahara
,
Andri Pranolo
,
Nuril Anwar
,
Yingchi Mao
Parallel Approach of Adaptive Image Thresholding Algorithm on GPU.
Knowl. Eng. Data Sci.
4 (2) (2021)