Multi-class weather forecasting from twitter using machine learning aprroaches

K Purwandari, JWC Sigalingging, TW Cenggoro… - Procedia Computer …, 2021 - Elsevier
Now in the era of big data, many are applying information methods accurately especially by
social media. The aims of this study to classify the weather based on Twitter automatically …

Expert system for oil palm leaves deficiency to support precision agriculture

DP Putra, P Bimantio, T Suparyanto… - 2021 International …, 2021 - ieeexplore.ieee.org
Expert systems are an option in the implementation of agricultural cultivation, which can
provide comprehensive information to make crop cultivation more precise. The expert …

Development of artificial intelligence for variable rate application based oil palm fertilization recommendation system

E Firmansyah, B Pardamean, C Ginting… - 2021 International …, 2021 - ieeexplore.ieee.org
The need for fertilization knowledge that meets good cultivation principles is the background
for the need for a platform that can help provide advice on fertilization implementation. The …

A geoelectric approach for karst groundwater analysis

A Ferhat, T Seizarsyah, MP Bimantio… - … Series: Earth and …, 2022 - iopscience.iop.org
Artesian well is one of the major efforts to obtain water source for fulfilling water demands in
Eroniti Conservation park, Ponjong, Yogyakarta by drilling deep into several soil layers …

IoT sensors integration for water quality analysis

DS Ariyanto, R Rahutomo, T Suparyanto… - … Science and Artificial …, 2021 - ieeexplore.ieee.org
Water quality data is important for analysis in many domain applications. The research aims
to collect water quality data through Internet of Things (IoT) approach that integrates several …

A hydrodynamic analysis of water system in Dadahup swamp irrigation area

S Purboseno, T Suparyanto, AA Hidayat… - … on computer science …, 2021 - ieeexplore.ieee.org
Dadahup Swamp Irrigation Area (DIR) in Kapuas Regency, Central Kalimantan is
developed for agricultural activities to provide food security after the pandemic. The water …

Twitter-based text classification using svm for weather information system

K Purwandari, R Rahutomo… - 2021 International …, 2021 - ieeexplore.ieee.org
The popularity of social media amplified the amount of text data that is used to enrich text
classification research with machine learning approach. The modernization in weather …

Daily rainfall prediction using one dimensional convolutional neural networks

YR Sari, EC Djamal, F Nugraha - 2020 3rd International …, 2020 - ieeexplore.ieee.org
Rainfall is influenced by several factors, such as air temperature, humidity, and wind speed.
But at this time, the weather conditions in the territory of Indonesia are increasingly …

Long short-term memory-based models for sleep quality prediction from wearable device time series data

AA Hidayat, A Budiarto, B Pardamean - Procedia Computer Science, 2023 - Elsevier
Several studies suggest that sleep quality is associated with physical activities. Moreover,
deep sleep time can be used to determine the sleep quality of an individual. In this work, we …

Design of water information management system in palm oil plantation

AW Krisdiarto, E Julianto, I Wisnubhadra… - … Science and Artificial …, 2021 - ieeexplore.ieee.org
The water level on peatlands is a critical factor in the production of oil palm plantations on
peatlands because oil palm requires water but should not be inundated. The optimal water …