Publications Prof. Dr. Romi Fadillah Rahmat, B.comp.sc., M.sc. | Faculty of Computer Science and Information Technology Universitas Sumatera Utara

DyWIS: Dynamic Weighted Influence Score-Based Machine Learning for In-Game Win Loss Prediction in Elite Badminton Singles

ROMI FADILLAH RAHMAT

Evaluation and comparison of classification models for predicting crash severity

ROSSI PASSARELLA , MASTURA DIANA MARIESKA , DEDY KURNIAWAN , ROMI FADILLAH RAHMAT , ISBATUDINIA , Harumy Veny

Leveraging Real-time GTFS and Integrated Data for High-Accuracy LRT Departure Delay Prediction using Optimized Machine Learning

ROSSI PASSARELLA , MASTURA DIANA MARIESKA , ROMI FADILLAH RAHMAT , AULYA PUTRI AYU , ISBATUDINIA , NURAINIYAH SOLEHAN , Harumi Veny

An evaluation of nature-inspired meta-heuristic algorithms for hyperparameter optimization in reinforcement learning

ROMI FADILLAH RAHMAT , ANDRE HASUDUNGAN LUBIS

ENHANCING WATER QUALITY CLASSIFICATION IN LAKE TOBA WITH DEEP LEARNING APPROACH

ROMI FADILLAH RAHMAT , SHARFINA FAZA , SARAH PURNAMAWATI

MODIFICATION OF MULTILAYER PERCEPTRON USING DETECTION RATE MODEL FOR PREDICTION OF NOMINAL EXCHANGE RATE

ROMI FADILLAH RAHMAT

Computationally Enhanced UAV-Based Real-Time Pothole Detection Using YOLOv7-C3ECA-DSA Algorithm

ROMI FADILLAH RAHMAT

Computationally Efficient Single Layer Transformer Convolutional Encoder for Accurate Price Prediction of Agriculture Commodities

ROMI FADILLAH RAHMAT

IDENTIFICATION OF PAPAYA VARIETIES IN COMPUTER VISION AND DEEP LEARNING APPROACHES

AJULIO PADLY SEMBIRING , SHARFINA FAZA , MERYATUL HUSNA , ROMI FADILLAH RAHMAT

A Machine Learning Approach to pH Monitoring: Mango Leaf Colorimetry in Aquaculture

ROMI FADILLAH RAHMAT

Analysis of Spelling Errors in Text Data Using Graph Neural Networks (GNNs) Based on Machine Learning

ROMI FADILLAH RAHMAT

Detection of ammonia in aquaculture wastewater using mango leaf extract-immobilized paper sensors and smartphone colorimetric analysis

ROMI FADILLAH RAHMAT , Farhad Nadi , Shahadat Hossain , Hajar Rastegari

DEEP LEARNING-DRIVEN CAR PARKING SPACE DETECTION: A YOLOR APPROACH

ROMI FADILLAH RAHMAT

Human blood group type detection prototype focusing on agglutinin using microcontroller based photodiode

AL- KHOWARIZMI , ROMI FADILLAH RAHMAT , MUHARMAN LUBIS , ARIF RIDHO LUBIS

Deep Learning Based Entropy Controlled Optimization for the Detection of Covid‑19

ROMI FADILLAH RAHMAT , Mohammed Alonazi , Sara A. Althubiti , Abdullah Alshammari , Jiong Chen

Braille letter recognition in deep convolutional neural network with horizontal and vertical projection

SARAH PURNAMAWATI , ARIF RIDHO LUBIS , WILLY MARDIANTO , Riza Sulaiman , Farhad Nadi , ROMI FADILLAH RAHMAT , SHARFINA FAZA

Menu Classification using KNN and Naïve Bayes Algorithms at Kopi Krintji Cafe

ROMI FADILLAH RAHMAT , Rahmat Budiarto

Sentiment Analysis Using Large Language Models: A Case Study of GPT-3.5

ROMI FADILLAH RAHMAT , Farhad Nadi

The Role of Faster R-CNN Algorithm in the Internet of Things to Detect Mask Wearing: The Endemic Preparations

ROMI FADILLAH RAHMAT , MUHARMAN LUBIS , AL- KHOWARIZMI , ARIF RIDHO LUBIS

KIDNEY STONES IDENTIFICATION UTILIZING EXTREME LEARNING MACHINE

SHARFINA FAZA , AJULIO PADLY SEMBIRING , MERYATUL HUSNA , ROMI FADILLAH RAHMAT

Classifying Indonesian Cyber Crime Cases under ITE Law Using a Hybrid of Mutual Information and Support Vector Machine

AINA HUBBY AZIIRA , ROMI FADILLAH RAHMAT , SARAH PURNAMAWATI , SHARFINA FAZA , AL- KHOWARIZMI

Internet of Things in aquaculture: A review of the challenges and potential solutions based on current and future trends

ROMI FADILLAH RAHMAT

Mangrove Fruit Ripeness Classification Using Deep Convolutional Neural Network

RINA ANUGRAHWATY , SHARFINA FAZA , AJULIO PADLY SEMBIRING , MERYATUL HUSNA , ROMI FADILLAH RAHMAT

Astrocytoma, ependymoma, and oligodendroglioma classification with deep convolutional neural network

SARAH PURNAMAWATI , ROMI FADILLAH RAHMAT

Astrocytoma, ependymoma, and oligodendroglioma classification with deep convolutional neural network

ARIF RIDHO LUBIS , SHARFINA FAZA , ROMI FADILLAH RAHMAT , AL- KHOWARIZMI

Information technology based smart farming model development in agriculture land

ROMI FADILLAH RAHMAT

LAKE TOBA WATER QUALITY PREDICTION USING EXTREME MACHINE LEARNING

ROMI FADILLAH RAHMAT , SARAH PURNAMAWATI

Classification of Mangrove Sprouts Based on Its Morphologhical Measurement

SHARFINA FAZA , MERYATUL HUSNA , RINA ANUGRAHWATY , ANDI SUPRIADI CHAN , AJULIO PADLY SEMBIRING , ROMI FADILLAH RAHMAT

Classification of Mangrove Sprouts Based on Its Morphologhical Measurement

ROMI FADILLAH RAHMAT

Air Quality Classification Using Naive Bayes Classifier on Distributed Raspberry Pi Cluster System

ROMI FADILLAH RAHMAT , SARAH PURNAMAWATI

IDENTIFICATION OF THE FISH SURVIVAL RATE AND THE FISH TYPES TO LIVE IN LAKE TOBA USING MACHINE LEARNING

INDRA AULIA , SARAH PURNAMAWATI , ROMI FADILLAH RAHMAT

Sparse Matrix Implementation on Personal News Recommendation for Anonymous User

DETANIA SUKARJA , SARAH PURNAMAWATI , TRI MURTI LUBIS , ROMI FADILLAH RAHMAT

Facial Recognition-Based Automatic Door Access System Using Extreme Learning Machine

INDRA AULIA , ROMI FADILLAH RAHMAT

Android-based automatic detection and measurement system of highway billboard for tax calculation in Indonesia

SARAH PURNAMAWATI , ROMI FADILLAH RAHMAT , TRI MURTI LUBIS

Organization Readiness and ERP Implementation in Albaha University

ROMI FADILLAH RAHMAT