Search Results - "Fanany, Mohamad Ivan"

Metaheuristic Algorithms for Convolution Neural Network by Rere, L. M. Rasdi, Arymurthy, Aniati Murni, Fanany, Mohamad Ivan

“…A typical modern optimization technique is usually either heuristic or metaheuristic. This technique has managed to solve some optimization problems in the…”
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Fast Convolutional Method for Automatic Sleep Stage Classification by Yulita, Intan Nurma, Fanany, Mohamad Ivan, Arymurthy, Aniati Murni

“…Polysomnography is essential to diagnose sleep disorders. It is used to identify a patient's sleep pattern during sleep. This pattern is obtained by a doctor…”
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Adaptive Online Sequential ELM for Concept Drift Tackling by Budiman, Arif, Basaruddin, T., Fanany, Mohamad Ivan

“…A machine learning method needs to adapt to over time changes in the environment. Such changes are known as concept drift. In this paper, we propose concept…”
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Dataset of vehicle images for Indonesia toll road tariff classification by Sasongko, Ananto Tri, Jati, Grafika, Fanany, Mohamad Ivan, Jatmiko, Wisnu

“…Vehicle classifications with different methods have been applied for many purposes. The data provided in this article is useful for classifying vehicle…”
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Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia by Suhartono, Derwin, Gema, Aryo Pradipta, Winton, Suhendro, David, Theodorus, Fanany, Mohamad Ivan, Arymurthy, Aniati Murni

“…Argumentation mining is a research field which focuses on sentences in type of argumentation. Argumentative sentences are often used in daily communication and…”
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A New Data Representation Based on Training Data Characteristics to Extract Drug Name Entity in Medical Text by Sadikin, Mujiono, Basaruddin, T., Fanany, Mohamad Ivan

“…One essential task in information extraction from the medical corpus is drug name recognition. Compared with text sources come from other domains, the medical…”
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Random adjustment - based Chaotic Metaheuristic algorithms for image contrast enhancement by Ayumi, Vina, Rere, L.M. Rasdi, Fanany, Mohamad Ivan, Arymurthy, Aniati Murni

“…Metaheuristic algorithm is a powerful optimization method, in which it can solve problemsby exploring the ordinarily large solution search space of these…”
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Combining deep belief networks and bidirectional long short-term memory: Case study: Sleep stage classification by Yulita, Intan Nurma, Fanany, Mohamad Ivan, Arymurthy, Aniati Murni

“…This paper proposes a new combination of Deep Belief Networks (DBN) and Bidirectional Long Short-Term Memory (Bi-LSTM) for Sleep Stage Classification. Tests…”
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Reducing Adversarial Vulnerability through Adaptive Training Batch Size by Sasongko, Ken, Krisnadhi, Adila Alfa, Fanany, Mohamad Ivan

“…Neural networks possess an ability to generalize well to data distribution, to an extent that they are capable of fitting to a randomly labeled data. But they…”
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Handwriting recognition on form document using convolutional neural network and support vector machines (CNN-SVM) by Darmatasia, Fanany, Mohamad Ivan

“…In this paper, we propose a workflow and a machine learning model for recognizing handwritten characters on form document. The learning model is based on…”
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Hate speech detection in the Indonesian language: A dataset and preliminary study by Alfina, Ika, Mulia, Rio, Fanany, Mohamad Ivan, Ekanata, Yudo

“…The objective of our work is to detect hate speech in the Indonesian language. As far as we know, the research on this subject is still very rare. The only…”
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Indonesia Toll Road Vehicle Classification Using Transfer Learning with Pre-trained Resnet Models by Sasongko, Ananto Tri, Ivan Fanany, Mohamad

“…Research in vehicle classification through various methods has become a popular field of study for decades. Mainly, vehicles are categorized based on the…”
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A neural network for recovering 3D shape from erroneous and few depth maps of shaded images by Fanany, Mohamad Ivan, Kumazawa, Itsuo

“…In this paper, we present a new neural network (NN) for three-dimensional (3D) shape reconstruction. This NN provides an analytic mapping of an initial 3D…”
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Cheating video description based on sequences of gestures by Arinaldi, Ahmad, Fanany, Mohamad Ivan

“…Cheating during exams is a problem in the field of education. Cheating during exams undermine the efforts to evaluate the student's proficiency and growth. We…”
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Ischemic stroke identification based on EEG and EOG using ID convolutional neural network and batch normalization by Giri, Endang Purnama, Fanany, Mohamad Ivan, Arymurthy, Aniati Murni, Wijaya, Sastra Kusuma

“…In 2015, stroke was the number one cause of death in Indonesia. The majority type of stroke is ischemic. The standard tool for diagnosing stroke is CT-Scan…”
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Classifying abnormal activities in exam using multi-class Markov chain LDA based on MODEC features by Hendryli, Janson, Fanany, Mohamad Ivan

“…In this paper, we apply MCMCLDA (Multi-class Markov Chain Latent Dirichlet Allocation) model to classify abnormal activity of students in an examination…”
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Learning explicit and implicit knowledge with differentiate neural computer by Ardhian, Adnan, Fanany, Mohamad Ivan

“…Neural Network can perform various of tasks well after learning process, but still have limitations in remembering. This is due to very limited memory…”
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Betawi Traditional Food Image Detection using ResNet and DenseNet by Setyono, Noer Fitria Putra, Chahyati, Dina, Fanany, Mohamad Ivan

“…Technological developments in the field of Smart System is now growing and began to spread to various areas such as tourism sector. In this research, we…”
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Modified DBpedia entities expansion for tagging automatically NER dataset by Alfina, Ika, Savitri, Septiviana, Fanany, Mohamad Ivan

“…Developing NER system using machine learning approach needs a big dataset which is costly if the dataset labeling is done manually. The previous works proposed…”
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Kinematic features for human action recognition using Restricted Boltzmann Machines by Arinaldi, Ahmad, Fanany, Mohamad Ivan

“…Human Action recognition research is an interesting and active field of research in the current years. Human Action Recognition (HAR) has many potential and…”
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