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Knowl. Eng. Data Sci.
2018
2020
2021
2023
2018
2023
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Publications
volume 6, number 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)
volume 6, number 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)
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)
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)
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)
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)
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)
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)
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)
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)
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
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)
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)
Didik Dwi Prasetya
,
Tsukasa Hirashima
Associated Patterns in Open-Ended Concept Maps within E-Learning.
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)
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)
Joan Santoso
,
Esther Irawati Setiawan
,
Christian Nathaniel Purwanto
,
Fachrul Kurniawan
Indonesian Sentence Boundary Detection using Deep Learning Approaches.
Knowl. Eng. Data Sci.
4 (1) (2021)
Purnawansyah Purnawansyah
,
Haviluddin
,
Herdianti Darwis
,
Huzain Azis
,
Yulita Salim
Backpropagation Neural Network with Combination of Activation Functions for Inbound Traffic Prediction.
Knowl. Eng. Data Sci.
4 (1) (2021)
Marzieh Faridi Masouleh
,
Ahmad Bagheri
Forecasting Stock Exchange Data using Group Method of Data Handling Neural Network Approach.
Knowl. Eng. Data Sci.
4 (1) (2021)
Toukir Ahammed
,
Sumon Ahmed
,
Mohammed Shafiul Alam Khan
Do Missing Link Community Smell Affect Developers Productivity: An Empirical Study.
Knowl. Eng. Data Sci.
4 (1) (2021)
I Nyoman Gede Arya Astawa
,
Made Leo Radhitya
,
I Wayan Raka Ardana
,
Felix Andika Dwiyanto
Face Images Classification using VGG-CNN.
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)
volume 3, number 1, 2020
A. Zaynah Dhunny
,
Reena Hansa Seebocus
,
Zaheer Allam
,
Mohammad Yasser Chuttur
,
Muhammed Eltahan
,
Harsh Mehta
Flood Prediction using Artificial Neural Networks: Empirical Evidence from Mauritius as a Case Study.
Knowl. Eng. Data Sci.
3 (1) (2020)
volume 3, number 2, 2020
Jumah Y. J. Sleeman
,
Jehad Abdulhamid Hammad
A Review of Accessing Big Data with Significant Ontologies.
Knowl. Eng. Data Sci.
3 (2) (2020)
Faadihilah Ahnaf Faiz
,
Ahmad Azhari
Tanned and Synthetic Leather Classification Based on Images Texture with Convolutional Neural Network.
Knowl. Eng. Data Sci.
3 (2) (2020)
Aji Prasetya Wibawa
,
Hidayah Kariima Fithri
,
Ilham Ari Elbaith Zaeni
,
Andrew Nafalski
Generating Javanese Stopwords List using K-means Clustering Algorithm.
Knowl. Eng. Data Sci.
3 (2) (2020)
Wayan Firdaus Mahmudy
,
Andreas Pardede
,
Agus Wahyu Widodo
,
Muh. Arif Rahman
Efficient Scheduling of Plantation Company Workers using Genetic Algorithm.
Knowl. Eng. Data Sci.
3 (2) (2020)
Albar Albar
,
Hendrick Hendrick
,
Rahmad Hidayat
Segmentation Method for Face Modelling in Thermal Images.
Knowl. Eng. Data Sci.
3 (2) (2020)
Adie Wahyudi Oktavia Gama
,
Ni Made Widnyani
Simple Modification for an Apriori Algorithm With Combination Reduction and Iteration Limitation Technique.
Knowl. Eng. Data Sci.
3 (2) (2020)