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Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021
Cell Selection Mechanism Based on Q-learning Environment in Femtocell LTE-A Networks
Abstract. Universal mobile networks require enhanced capability and appropriate quality of service (QoS) and experience (QoE). To achieve this, Long Term Evolution (LTE) system operators have intensively deployed femtocells (HeNBs) along with…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021
Extraction of the Major Features of Brain Signals using Intelligent Networks
Abstract. The brain-computer interface is considered one of the main tools for implementing and designing smart medical software. The analysis of brain signal data, called EEG, is one of the main tasks of smart medical diagnostic systems. While EEG…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021
Revealing the Characteristics of Balinese Dance Maestros by Analyzing Silhouette Sequence Patterns Using Bag of Visual Movement with HoG and SIFT Features
Abstract. The aim of this research was to reveal and explore the characteristics of Balinese dance maestros by analyzing silhouette sequence patterns of Balinese dance movements. A method and complete scheme for the extraction and construction of…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021
Tsunami Impact Prediction System Based on TsunAWI Inundation Data
Abstract. It is very important for tsunami early warning systems to provide inundation predictions within a short period of time. Inundation is one of the factors that directly cause destruction and damage from tsunamis. This research proposes a…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 1 2021
Unsupervised Detection of Anomalous Sound for Machine Condition Monitoring using Fully Connected U-Net
Abstract. Anomaly detection in the sound from machines is an important task in machine monitoring. An autoencoder architecture based on the reconstruction error using a log-Mel spectrogram feature is a conventional approach for this domain. However,…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 2 2021
A New Term Frequency with Gaussian Technique for Text Classification and Sentiment Analysis
Abstract. This paper proposes a new term frequency with a Gaussian technique (TF-G) to classify the risk of suicide from Thai clinical notes and to perform sentiment analysis based on Thai customer reviews and English tweets of travelers that use US…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 2 2021
A Scheme Towards Automatic Word Indexation System for Balinese Palm Leaf Manuscripts
Abstract. This paper proposes an initial scheme towards the development of an automatic word indexation system for Balinese lontar (palm leaf manuscript) collections. The word indexation system scheme consists of a sub module for patch image…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 2 2021
Automated Detection and Classification of Breast Cancer Nuclei with Deep Convolutional Neural Network
Abstract. Heterogeneous regions present in tissue with respect to cancer cells are of various types. This study aimed to analyze and classify the morphological features of the nucleus and cytoplasm regions of tumor cells. This tissue morphology study…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 2 2021
Convolution and Recurrent Hybrid Neural Network for Hevea Yield Prediction
Abstract. Deep learning techniques have been used effectively for rubber crop yield prediction. A hybrid of Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) is the best technique for crop yield prediction because it can…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 2 2021
Design and Implementation of Triple Band Half Mode Substrate Integrated Waveguide (HMSIW) Antenna with Compact Size
Abstract. This study investigated structure strategies and exploratory scenarios for a half mode substrate integrated waveguide (HMSIW) antenna. The proposed antenna consists of three Hilbert cells, which are simulated by using CST programming. The…