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Sundanese Twitter Dataset for Emotion Classification

Sundanese is the second-largest tribe in Indonesia which possesses many dialects. This condition has gained attention for many researchers to analyze emotion especially on social media. However, with barely available Sundanese dataset, this condition makes understanding sundanese emotion is a challenging task...

Exploring the Kernel on SVM to Enhance the Classification Performance of Students' Academic Performance

Information relating to the student's performance is important to teachers to prevent failure in learning achieving. On the other side, online learning produces massive student data. The methods in data mining can be applied to student data to generate this information. However, the previous research does not...

Durian Rind Micro Composter Model: A Case of Kampung Durian, Ngrogung, Ponorogo, Indonesia

Semantic Segmentation of Rice Leaf Blast Disease using Optimized U-Net

Rice is one of the staple crops for primary food needs in Indonesia. In the rice sector, pest and disease control is essential in maximizing agricultural production potential because several cases cause a decrease in rice yields due to pests or diseases. The need for checking as anticipation of pests in rice...

Fuzzy Lightweight CNN for Point Cloud Object Classification based on Voxel

Point cloud object classification has gained attention from many researchers since the emergence of public dataset like ModelNet and ShapeNet, which contains full surface objects. However, in practice, objects captured using LiDAR are only partially covered in the scanned area, making such a task burdensome....

An Optimized Rice Leaf Disease Classification using Transfer Learning and Balanced Class Weight Distribution based on Bandit Approach

Rice crops have been the leading staple food, particularly in South-East Asia. During planting, rice leaves suffered from diseases such as Rice Blast, Hispa, and Brown spot. These diseases may lead to failure in harvesting. In this research, we proposed a method based on transfer learning to tackle such issue...

iQurNet: A Deep Convolutional Neural Network for Text Classification on the Indonesian Holy Quran Translation

The holy book of Muslims has been translated into more than a hundred different languages. In Indonesia, the translation appeared around the Walisongo era or the 15th century and was widely spread for Islamic teaching. However, the Indonesian translation has not been grouped by the main content of the verses....

A Comparative Study for Bitcoin Cryptocurrency Forecasting in Period 2017-2019

Depthwise Over-Parameterized CNN for Voxel Human Pose Classification

Light Detection and Ranging (LiDAR) capture objects and backgrounds using a laser sensor, producing unstructured points in 3-dimensional called point clouds (PC). However, captured human pose PC is limited partially due to the LiDAR scan. The only information in the scanned area exists. Due to the inadequacy...

Evaluation of Phenotypic Plasticity of Taro (Colacasia esculenta) in Response to Water Stress

Enhancing Bone Tumor X-Ray Classification with Hybrid Augmentation Based on YOLOv8

Attention-Enhanced Deep Learning for Brain Tumor Classification

NEUROMUSCULAR FUNCTION IN PELVIC FLOOR MUSCLE TRAINING (PFMT) FOR ELDERLY INDIVIDUALS WITH URINARY INCONTINENCE: A SYSTEMATIC REVIEW AND META-ANALYSIS

Fine-Tuning a Foundational Transformer Model for Multi-Label Biomedical Abstract Classification

Quality of Bokashi Goat Manure and Chromolaena odorata in the Forest Farmer Group of Mrayan Village, Ngrayun District, Ponorogo Regency