ESTIMATION MODEL OF COVID-19 DAILY CASES USING LSTM (LONG SHORT-TERM MEMORY) METHOD AND 1 DIMENSIONAL CONVOLUTIONAL NEURAL NETWORK METHOD

ESTIMATION MODEL OF COVID-19 DAILY CASES USING LSTM (LONG SHORT-TERM MEMORY) METHOD AND 1 DIMENSIONAL CONVOLUTIONAL NEURAL NETWORK METHOD

Coronavirus Disease 2019 or known as COVID-19 has spread rapidly throughout the world including Indonesia and has infected millions of people. Various plans have been prepared in response to the daily cases of Covid-19 in Indonesia, including implementing social distancing protocols, PPKM, vaccinati...

Full description

Saved in:

Bibliographic Details
Main Author:	SYARIEF SYAFIE, ACHMAD
Format:	Theses
Language:	Indonesia
Online Access:	https://digilib.itb.ac.id/gdl/view/62562
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Institut Teknologi Bandung
Language:	Indonesia

Similar Items

ESTIMATION MODEL OF COVID-19 DAILY CASES USING LSTM (LONG SHORT-TERM MEMORY) METHOD AND 1 DIMENSIONAL CONVOLUTIONAL NEURAL NETWORK METHOD
by: SYARIEF SYAFIE, ACHMAD

PEMISAHAN SUMBER MUSIK MENGGUNAKAN LONG SHORT-TERM MEMORY (LSTM)
by: Kristian, Kelvin

PREDICTION ANALYSIS OF THE S&P 500 STOCKS PRICE INDEX USING CONVOLUTIONAL NEURAL NETWORK (CNN) AND LONG SHORT TERM MEMORY (LSTM) METHODS, CASE STUDY FOR UP-TREND AND DOWN-TREND STOCKS.
by: Fadli Ikhsanudin, Naufal

EEG SIGNAL CLASSIFICATION BY USING LONG SHORT- TERM MEMORY (LSTM) NETWORK FOR EPILEPTIC SEIZURE DETECTION
by: Maulana Gani, Achmad

MULTIVARIATE TIME SERIES PREDICTION IN CASE OF TRAFFIC FLOW WITH COMBINED METHOD OF CONVOLUTIONAL NEURAL NETWORK AND LONG SHORT-TERM MEMORY
by: Bagus Wibisono, Devinto

MULTIVARIATE TIME SERIES PREDICTION IN CASE OF TRAFFIC FLOW WITH COMBINED METHOD OF CONVOLUTIONAL NEURAL NETWORK AND LONG SHORT-TERM MEMORY
by: Ichsan, Daffa

Fuzzy-embedded long short-term memory (FE-LSTM) with application in stock trading
by: Lim, Tammy Lee Xin
Published: (2022)

PREDICTION ANALYSIS OF INDONESIA STOCK PRICE INDEX USING GATED RECURRENT UNIT (GRU) AND LONG SHORT-TERM MEMORY (LSTM) METHODS
by: Al Mutaz Billah, Mujahid

PREDICTION ANALYSIS OF INFOBANK15 INDEX USING NADARAYA-WATSON ENVELOPE NON-REPAINTING WITH LONG SHORT-TERM MEMORY (LSTM) AND BIDIRECTIONAL LSTM (BI-LSTM)
by: Rafie, Abdu

ASPECT BASED SENTIMENT ANALYSIS USING CONVOLUTION NEURAL NETWORK AND BIDIRECTIONAL LONG SHORT-TERM MEMORY
by: CAHYADI (NIM : 13514035), ALSON

STUDY OF TEMPORAL VARIATION AND SEA SURFACE HEIGHT ANOMALY PREDICTION USING LONG SHORT TERM MEMORY (LSTM) METHOD IN SOUTH JAVA WATERS
by: Andri Pradipta, Ignasius

ANALYSIS OF NEWS SENTIMENT ON STOCK PRICE DYNAMICS USING LONG SHORT-TERM MEMORY (LSTM) NETWORKS
by: Dewi Nadhifa, Angghita

ANALYSIS OF NEWS SENTIMENT ON STOCK PRICE DYNAMICS USING LONG SHORT-TERM MEMORY (LSTM) NETWORKS
by: Dewi Nadhifa, Angghita

STUDY OF SEA SURFACE TEMPERATURE VARIABILITY AND PREDICTION IN SOUTHERN OF JAVA WATERS FROM 1990-2020 USING LONG SHORT-TERM MEMORY (LSTM) METHOD
by: Christian, Jose

RADIO FREQUENCY IDENTIFICATION (RFID)-BASED ELDERLY FALL DETECTION USING LONG SHORT-TERM MEMORY (LSTM)
by: Clairvoyance Diva P., Damianus

Short-term residential load forecasting based on LSTM recurrent neural network
by: Kong, Weicong, et al.
Published: (2021)

Short-term multi-step-ahead sector-based traffic flow prediction based on the attention-enhanced graph convolutional LSTM network (AGC-LSTM)
by: Zhang, Ying, et al.
Published: (2024)

Gaze prediction based on long short-term memory convolution with associated features of video frames
by: Xiao, Limei, et al.
Published: (2023)

Perbandingan Metode Forecast berdasarkan Rerata dan Metode Long Short Term Memory (LSTM) pada PT. Indofarma Tbk.
by: Praditya, Tifa Ayu, et al.
Published: (2020)

RECONSTRUCTING LANE CHANGE BEHAVIOR IN SELF-DRIVING VEHICLES USSING HIDDEN MARKOV MODELS AND LONG SHORT-TERM MEMORY (LSTM)
by: Batrisyia Chalid, Sarah

Short-Term photovoltaic power forecasting based on long short term memory neural network and attention mechanism
by: Zhou, H., et al.
Published: (2021)

LONG TERM DEPENDENCE WITH LONG SHORT-TERM MEMORY MODELS
by: CHAN MING WEI
Published: (2021)

Dengue Fever Detection using Long Short-term Memory Neural Network
by: Wanchaloem Nadda, et al.
Published: (2020)

Stock prediction and trading using long-short-term memory neural networks
by: R Nishitha
Published: (2020)

Foreign exchange prediction using the long short-term memory neural network
by: Zheng, Xiaojun
Published: (2019)

Gold price prediction using long short-term memory neural network
by: Ng, Nicholas Zheng Jie
Published: (2023)

Foreign exchange prediction using the long short-term memory neural network
by: Lee, Xiang Wei
Published: (2018)

Foreign exchange prediction using long short-term memory neural network
by: Sim, Ming Shi
Published: (2019)

APPLICATION OF ECONOPHYSICS IN PREDICTING INFOBANK15 INDEX USING THE LONG SHORT-TERM MEMORY METHOD
by: Fasdhia Daniswara, Dimas

HANDOVER METHOD EXPLORATION USING LONG SHORT-TERM MEMORY NETWORK FOR 5G NETWORK
by: Zayn Murteza, Ali

ANALYSYS OF LONG SHORT-TERM MEMORY (LSTM) AND WAVELET DECOMPOSITION APPROACH FOR DEMAND FORECASTING OF DISTRIBUTION TRANSFORMER: STUDY CASE PLN UP3 BALIKPAPAN
by: Bagaswara, Tito

Foreign exchange prediction and trading using long-short-term-memory neural network
by: Tan, Shyer Bin
Published: (2020)

Development of Android-Based Pulmonary Monitoring System for Automated Lung Auscultation Using Long Short-Term Memory (LSTM) Network with Post-Processing from Edge Impulse
by: Avila, Kaye Antoinette V., et al.
Published: (2023)

PREDICTION OF USER MOBILITY FOR HANDOVERS IN 5G NETWORKS IN JAKARTA USING THE LONG SHORT-TERM MEMORY METHOD
by: Timoteo, Adriel

Robust visual voice activity detection using Long Short-Term Memory recurrent neural network
by: Zaw Htet Aung, et al.
Published: (2018)

The Implementation of Long-Short Term Memory for Tourism Industry in Malaysia
by: Taib, Siti Aishah Tsamienah, et al.
Published: (2025)

EVALUATION OF SHORT-TERM FLOOD FORECASTING METHODS BASED ON RAINFALL-RUNOFF MODELS AND LSTM MODELS CASE STUDIES: DAYEUHKOLOT, UPPER CITARUM WATERSHED
by: Enung

PREDICTION OF TREE GROWTH UNDER 500 KVS UNGARAN-PEDAN TRANSMISSION CONDUCTORS USING LONG SHORT-TERM MEMORY METHOD
by: Mustika Aji, Aziz

LQ45 STOCK INDEX PREDICTION USING MACHINE LEARNING (BIDIRECTIONAL LONG-SHORT TERM MEMORY) METHOD WITH HYPERPARAMETER TUNNING
by: Timotius Oei, Michael

Deep historical long short-term memory network for action recognition
by: Cai, Jiaxin, et al.
Published: (2022)