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Menampilkan 1–8 dari 8 artikel
Evaluating Explainable Artificial Intelligence Methods for Interpretable Machine Learning Models in Large Scale Enterprise Data Analytics Systems
Indra Ava Dianta
; Greget Widhiati
; Andreas Tigor Oktaga
Big Data Analytics and Data Science
Vol 1
, No 1
(2026)
Explainable Artificial Intelligence (XAI) has become a critical area of research within artificial intelligence, focusing on improving the transparency and interpretability of machine learning (ML) models, often referred to as "black-box" models. The need for XAI techniques arises from the inherent complexity of ML models, which can make their decision-making processes difficult for users to understand. This study investigates various XAI techniques, including LIME (Local Interpretable Model-agn...
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Rancang Bangun Sistem Monitoring Level Air dan Deteksi Overflow pada Water Heater Tank Berbasis Arduino Uno di Anjungan Lepas Pantai
Arie Yuniarta
; Indra Ava Dianta
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
The main problem with the water heating system on offshore platforms is the absence of water level monitoring and automatic overflow detection. This has the potential to cause hot water spills that endanger workplace safety and operational efficiency. This research designs and implements a water level monitoring system based on the Arduino Uno microcontroller with HC-SR04 ultrasonic sensors. The system is equipped with LED indicators, a buzzer alarm, and a 16x2 LCD to display water level status...
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Sistem Irigasi Cerdas Berbasis IoT untuk Mendukung Ketahanan Pangan di Desa Pentur
Indra Ava Dianta
; Winarto, Yudha
; Eka Pradana , Yudha
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
The food security program involving chili cultivation in Pentur Village is hindered by inefficiencies in water use and suboptimal plant growth, primarily due to traditional irrigation methods that fail to consistently maintain ideal soil moisture and temperature. This issue is exacerbated by unpredictable environmental shifts, such as fluctuating weather patterns, and a lack of precise irrigation control stemming from technological limitations. To address this, a system for monitoring and regula...
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Hybrid CNN GRU Framework for Early Detection and Adaptive Mitigation of DDoS Attacks in SDN using Image Based Traffic Analysis
Danang Danang
; Indra Ava Dianta
; Agustinus Budi Santoso
; Siti Kholifah
International Journal of Information Engineering and Science
Vol 2
, No 3
(2025)
The threat of Distributed Denial of Service (DDoS) is increasing develop along with increasing use of the Internet of Things (IoT) and Software-Defined Networking (SDN) architecture . Although SDN provides convenience in management network , properties its centralized control make it prone to to flooding attacks that can paralyze controller performance . Detection method conventional , such as approach statistics and machine learning, still own limitations in matter accuracy , high false positiv...
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MONITORING AND CONTROL DESIGN USING INTERNET OF THINGS BASED MICROCONTROLLER
Indra Ava Dianta
; Danang, Danang
; Ahmad Ashifuddin Aqham
; Budi Hartono
; Amad Maijun
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 16
, No 1
(2023)
Technology has the potential to be employed within the realm of electronics and informatics, particularly for the purpose of securing household doors using a smartphone through an internet connection. The Internet of Things (IoT) embodies a concept where internet-enabled devices can communicate with each other and their surrounding objects. This endeavor seeks to create a prototype using key components, including NodeMCU Esp8266, Servo Motor, and Fingerprint Module, with the ultimate goal of sim...
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Media Pembelajaran Berbasis Multimedia Bagi Guru Madrasah Tsanawiyah (MTs) Nuril Huda dan Madrasah Aliyah (MA) Nuril Huda Tarub - Grobogan
Ahmad Ashifuddin Aqham
; Indra Ava Dianta
; Moh Muthohir
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 2
, No 1
(2023)
The purpose of this community service is to provide counseling and training in making multimedia-based learning media as a good online digital-based learning tool, understand the manufacture of multimedia-based learning media, be able to apply the knowledge gained and be involved in managing multimedia-based learning for MTs teachers and MA Nuril Huda Grobokan.
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Rancang Bangun Aplikasi Pelayanan Pelanggan Air Bersih Berbasis Android Pada Bumdes Lantongau
Indra Ava Dianta
; Danang, Danang
; Nusril, Nusril
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 15
, No 2
(2022)
BUMDES Lantongau is one of the Lantongau Village-Owned Enterprises whose one line of business is to distribute clean water needs in four villages, namely Lantongau Village, Morikana Village, Katukobari Village, and Lakorua Village. In order to facilitate the registration process, meter recording, payment bills, service interruption information, and customer complaints, applications that facilitate all service processes. Therefore, the most suitable application is using an Android-based applicati...
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Perancangan Alat Pendeteksi Asap dan Suhu Ruangan Berbasis Internet Of Think di PT. APAC Inti Corpora
Indra Ava Dianta
; Moh Muthohir
; Ilham Ramasyahdani
; Fatkhul Amin
Jurnal Elektronika dan Komputer
Vol 15
, No 2
(2022)
In this final project the author discusses the problem entitled "Design of Smoke Detector and Room Temperature of SAP ERP Server at PT Apac Inti Corpora". This design aims to support the improvement of the security system in the server room with smoke and temperature detectors and microcontroller-based automatic countermeasures. Against the background of problems with sensors and countermeasures systems in the server room and lack of insight into sensor installation. This tool uses a gas sensor...
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