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- Collection: Vol. 15 No. 2 2021
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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
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
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
Reducing Power Consumption in Hexagonal Wireless Sensor Networks Using Efficient Routing Protocols
Abstract. Power consumption and network lifetime are vital issues in wireless sensor network (WSN) design. This motivated us to find innovative mechanisms that help in reducing energy consumption and prolonging the lifetime of such networks. In this…
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…
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…
