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

Classification of Cybercrime Cases Based on Type of ITE Law Article Using Text Convolutional Neural Network

SARAH PURNAMAWATI , TRI MURTI LUBIS , FAHRURROZI LUBIS , ROMI FADILLAH RAHMAT , JANRIAN N SIMBOLON , IQBAL FAKHRIZA

Smart Helmet Compliance Ai-Driven Detection of Motorcycle Riders with ZFNet and Mobilenet SSD

FAHRURROZI LUBIS , AINUL HIZRIADI , ROMI FADILLAH RAHMAT , MUHAMMAD AMIN RAIS , ARYA PRATAMA TARIGAN , JONATHAN SIMANJUNTAK

Chain-of-Thought Prompting for Simulating Scam Interactions with Multi-Role Agents in Digital Literacy Education

MAYA SILVI LYDIA , ROMI FADILLAH RAHMAT , AMALIA , MOHAMMAD FADLY SYAH PUTRA , PAUZI IBRAHIM NAINGGOLAN , DANI GUNAWAN

Immersive Virtual Reality-Based Throat Surgery Simulation: Design, Implementation, and Pedagogical Evaluation

ROMI FADILLAH RAHMAT , MOHAMMAD FADLY SYAH PUTRA , OPIM SALIM SITOMPUL , MAYA SILVI LYDIA , FAHMI , MUHAMMAD ARFIZA PUTRA SARAGIH , PAUZI IBRAHIM NAINGGOLAN , Riza Sulaiman

IndoBERT for Indonesia Crime News Classification

ROMI FADILLAH RAHMAT , HERRIYANCE , FAHRURROZI LUBIS , AL- KHOWARIZMI , ROSSI PASSARELLA

Multi-Class Spam Classification in Bahasa Indonesia Messaging Platforms Using IndoBERT

AMALIA , MAYA SILVI LYDIA , PAUZI IBRAHIM NAINGGOLAN , ROMI FADILLAH RAHMAT

Performance and Interpretability Study of VGG19 and ConvNeXt V2 for Multi-Stage Alzheimers Classification on Brain MRI

NURRAHMADAYENI , INSIDINI FAWWAZ , MOHAMMAD FADLY SYAH PUTRA , DESILIA SELVIDA , REGANIA PASCA RASSY , ROMI FADILLAH RAHMAT

Water Meter Monitoring System for Residential Using Mesh Network with Message Queuing Telemetry Transport (MQTT) Protocol

FAHRURROZI LUBIS , ROMI FADILLAH RAHMAT , MOHAMMAD FADLY SYAH PUTRA , AHMAD KODRI FAUZI HASIBUAN , ADITYA AMANDA PANE , MUHAMMAD RIDHO ABIDIN DAMANIK , Ika Veni Anisa , Prof. Dr. Ir. Riza Sulaiman , PAUZI IBRAHIM NAINGGOLAN

Comparison of VGG16 and Resnet50 Architectures in the Classification of Traditional Ulos of Batak Toba

ELVIAWATY MUISA ZAMZAMI , ROMI FADILLAH RAHMAT , ANANDHINI MEDIANTY NABABAN , NISKARTO ZENDRATO , FUZY YUSTIKA MANIK , RAYNHARD TARIHORAN

Hybrid Deep Convolutional Neural Network and Counter Propagation Neural Network as a Pork-Beef Differentiator System

ROMI FADILLAH RAHMAT , HERRIYANCE , ROSSI PASSARELLA , SHARFINA FAZA , Prof. Dr. Rahmat Budiarto , Farhad Nadi

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

Enhancing Gradient Boosting Performance with Puma Optimizer for Predicting Customer Churn

ROMI FADILLAH RAHMAT

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

ROMI FADILLAH RAHMAT , ANDRE HASUDUNGAN LUBIS

Reformulating Q-Learning as a Hybrid Classifier for Predictive Marketing Analytics

ROMI FADILLAH RAHMAT , POLTAK SIHOMBING , ERNA BUDHIARTI NABABAN , ANDRE HASUDUNGAN LUBIS

An Analytical Study of Easy Simple Factoring RSA (ESF-RSA) and Phony RSA Cryptosystem

DIAN RACHMAWATI , MAYA SILVI LYDIA , MOHAMMAD ANDRI BUDIMAN , ROMI FADILLAH RAHMAT

Comparative Study of Public Key Cryptosystem: Somsuk RSA vs Modified RSA

DIAN RACHMAWATI , MAYA SILVI LYDIA , MOHAMMAD ANDRI BUDIMAN , ROMI FADILLAH RAHMAT

Indonesian Text Normalization for Spam Detection: Non-Standard Word Processing and Correction

INSIDINI FAWWAZ , RENDRA MAHARDIKA , SYUKRATUN NUFUS, S.SI. , SHARFINA FAZA , ROMI FADILLAH RAHMAT

Detection and Counting Mangrove Trees Based on Drone Images in a Regional-Based Convolutional Neural Network Approach

SHARFINA FAZA , ROMI FADILLAH RAHMAT , FAHRURROZI LUBIS , ONRIZAL

Classification of Mangrove Flower Types Using Convolutional Neural Network

FAHRURROZI LUBIS , ONRIZAL , ROMI FADILLAH RAHMAT , SHARFINA FAZA

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

Integrated Smart Parking System Using Internet of Things (IoT) and Digital Image Processing with Faster Region Based Convolutional Neural Network (Faster R-CNN) and Optical Character Recognition (OCR)

FAHRURROZI LUBIS , PAUZI IBRAHIM NAINGGOLAN , MOHAMMAD FADLY SYAH PUTRA , ROMI FADILLAH RAHMAT , ALBERT LUKAS TALUPAN PANGARIBUAN , Riza Sulaiman , ERNA BUDHIARTI NABABAN

Gated Recurrent Unit in Malaria Forecasting with Meteorological and Clinical Data

ROMI FADILLAH RAHMAT , FAHMI , AYODHIA PITALOKA

IDENTIFICATION OF PAPAYA VARIETIES IN COMPUTER VISION AND DEEP LEARNING APPROACHES

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

Detection and Classification of Mosquito Larvae Based on Deep Learning Approach

PAUZI IBRAHIM NAINGGOLAN , SYAHRIL EFENDI , MOHAMMAD ANDRI BUDIMAN , MAYA SILVI LYDIA , ROMI FADILLAH RAHMAT , DHANI SYAHPUTRA BUKIT , UMI SALMAH , SRI MALEM INDIRAWATI , Riza Sulaiman

Classification of Single Tuition Fee with Imbalanced Data Using XGBoost and SMOTE

MAYA SILVI LYDIA , AMALIA , ROMI FADILLAH RAHMAT , MUHAMMAD ISA DADI HASIBUAN

Identification of Mangrove Leaf Disease in Deep Convolutional Neural Network Approach

FAHRURROZI LUBIS , ROMI FADILLAH RAHMAT , MAYA SILVI LYDIA , FAHMI

Extreme Learning Machine for Parking Slot Recognition in Smart Parking System

SHARFINA FAZA , PAUZI IBRAHIM NAINGGOLAN , 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

Logistic Regression for Merchant Customer Churn Prediction: A Data-Driven Approach

ANANDHINI MEDIANTY NABABAN , FANINDIA PURNAMASARI , MARISCHA ELVENY , NISKARTO ZENDRATO , UMAYA RAMADHANI PUTRI NASUTION , ROMI FADILLAH RAHMAT , CHATARINA S FRANSISKA SAMOSIR

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

Car Security System Based on Facial Recognition With Convolutional Neural Networks

SHARFINA FAZA , ROSSY NURHASANAH , FAHRURROZI LUBIS , ROMI FADILLAH RAHMAT , EFRAIM EMDASTRA SINULINGGA , Rahmat Budiarto

A Hybrid of Extreme Learning Machine and Cellular Neural Network Segmentation in Mangrove Fruit Classification

FAHMI , OPIM SALIM SITOMPUL , PAUZI IBRAHIM NAINGGOLAN , Riza Sulaiman , MAYA SILVI LYDIA , ROMI FADILLAH RAHMAT

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

Extreme learning machine approach on heart abnormalities identification in ECG images

ROMI FADILLAH RAHMAT , UMAYA RAMADHANI PUTRI NASUTION , AL- KHOWARIZMI , ANANDHINI MEDIANTY NABABAN , Farhad Nadi , Rahmat Budiarto

Extreme learning machine approach on heart abnormalities identification in ECG images

ROMI FADILLAH RAHMAT , ANANDHINI MEDIANTY NABABAN , UMAYA RAMADHANI PUTRI NASUTION

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

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

Early identification of gastric pains through the tongue images using radial basis function

AINUL HUSNA , Nur Intan Raihana Ruhayem , SHARFINA FAZA , ROMI FADILLAH RAHMAT , AINUL HIZRIADI , HERRIYANCE

Classification of Normal Lung Image, Bronchitis, And Tuberculosis Using Extreme Learning Machine

MOHAMMAD FADLY SYAH PUTRA , DEVY IRIANI PURBA , RINA ANUGRAHWATY , PAUZI IBRAHIM NAINGGOLAN , SILMI , ROMI FADILLAH RAHMAT

Classification of Normal Lung Image, Bronchitis, And Tuberculosis Using Extreme Learning Machine

MOHAMMAD FADLY SYAH PUTRA , PAUZI IBRAHIM NAINGGOLAN , ROMI FADILLAH RAHMAT

Skin Cancer Image Classification Based on Cancer Malignancy on Deep Convolutional Neural Network (DCNN)

MARISCHA ELVENY , ROSSY NURHASANAH , UMAYA RAMADHANI PUTRI NASUTION , ROMI FADILLAH RAHMAT , Tifani Zata Lini

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

Dust Particle Matter (2.5) with Meteorological Parameters to Predict Air Quality Based on Support Vector Machine Approaches

HAYATUNNUFUS , FAHRURROZI LUBIS , ROMI FADILLAH RAHMAT , AINUL HIZRIADI , HERRIYANCE

Classification Of Aedes Mosquito Larva Using Convolutional Neural Networks And Extreme Learning Machine

EDI SUBROTO , MAYA SILVI LYDIA , Ledy Afrida Sinaga , MOHAMMAD ANDRI BUDIMAN , SYAHRIL EFENDI , PAUZI IBRAHIM NAINGGOLAN , DHANI SYAHPUTRA BUKIT , ROMI FADILLAH RAHMAT

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

ROMI FADILLAH RAHMAT , Farhad Nadi

Classification of Conductive Block Disorders Based on Electrocardiogram Images Using Support Vector Machine

UMAYA RAMADHANI PUTRI NASUTION , ANANDHINI MEDIANTY NABABAN , ROMI FADILLAH RAHMAT , Farhad Nadi

Identification of Lung Cancer in Chest X-Ray Images Using Convolutional Neural Network

AINA HUBBY AZIIRA , HERRIYANCE , ROMI FADILLAH RAHMAT , FAHRURROZI LUBIS

AUTOMATIC GENERATION OF MULTIPLE-CHOICE QUESTIONS USING TEMPLATE-BASED SEMANTIC WEB IN INDONESIAN LANGUAGE

SHARFINA FAZA , DANI GUNAWAN , RINA ANUGRAHWATY , SILMI , ROMI FADILLAH RAHMAT

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

ROMI FADILLAH RAHMAT , Rahmat Budiarto

Random Forest Classification in Cocoa Pods Desease

PAUZI IBRAHIM NAINGGOLAN , UMAYA RAMADHANI PUTRI NASUTION , ANANDHINI MEDIANTY NABABAN , ROMI FADILLAH RAHMAT

Classification of Types of Betel Leaves (Piper Betel Linn) Using An Android-Based Neural Network Backpropagation

FAHRURROZI LUBIS , MOHAMMAD FADLY SYAH PUTRA , ROMI FADILLAH RAHMAT , PAUZI IBRAHIM NAINGGOLAN , DHANI SYAHPUTRA BUKIT

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

Observing the Performance of the TextRank Algorithm on Automatic Text Summarization for Bahasa Indonesia

AMALIA , DEDY SYAMSUAR , ROMI FADILLAH RAHMAT , Abdurrohman , DEDEN WITARSYAH , DANI GUNAWAN

Mangrove Fruit Ripeness Classification Using Deep Convolutional Neural Network

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

Identification of Safe Air Quality for Activity Using Long Short-Term Memory

ROMI FADILLAH RAHMAT , FAHRURROZI LUBIS

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

News Articles Classification for Electronic Information and Transaction Law in Indonesia using Support Vector Machine

SHARFINA FAZA , SILMI , ROMI FADILLAH RAHMAT , DANI GUNAWAN

Classification of Primary and Secondary Brain Tumor Using Extreme Learning Machine

SHARFINA FAZA , ROMI FADILLAH RAHMAT , AL- KHOWARIZMI , ERNA BUDHIARTI NABABAN

News Articles Classification for Electronic Information and Transaction Law in Indonesia using Support Vector Machine

DANI GUNAWAN , ROMI FADILLAH RAHMAT

Classification of Primary and Secondary Brain Tumor Using Extreme Learning Machine

ROMI FADILLAH RAHMAT , ERNA BUDHIARTI NABABAN

Classification of Mangrove Sprouts Based on Its Morphologhical Measurement

ROMI FADILLAH RAHMAT

Classification of Mangrove Sprouts Based on Its Morphologhical Measurement

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

Identification of Lung Cancer on Chest X-Ray (CXR) Medical Images Using the Probabilistic Neural Network Method

MOHAMMAD FADLY SYAH PUTRA , ROMI FADILLAH RAHMAT

Frogs Sound Detection to Control The Population of Frogs as Pests Using Mel-frequency Cepstral Coefficient-Vector Quantization (MFCC-VQ) Algorithm

ERNA BUDHIARTI NABABAN , INSIDINI FAWWAZ , SHARFINA FAZA , ROMI FADILLAH RAHMAT

Keyword Extraction from Scientific Articles in Bahasa Indonesia using TextRank Algorithm

DANI GUNAWAN , FANINDIA PURNAMASARI , ROMI FADILLAH RAHMAT

Sparse Matrix Implementation on Personal News Recommendation for Anonymous User

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

Frogs Sound Detection to Control The Population of Frogs as Pests Using Mel-frequency Cepstral Coefficient-Vector Quantization (MFCC-VQ) Algorithm

ERNA BUDHIARTI NABABAN , ROMI FADILLAH RAHMAT

Prediction of Regional Revenue and Expenditure Budget using Autoregressive Integrated Moving Average (ARIMA)

SHARFINA FAZA , ROMI FADILLAH RAHMAT , DEDY ARISANDI

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

INDRA AULIA , ROMI FADILLAH RAHMAT

Prediction of Regional Revenue and Expenditure Budget using Autoregressive Integrated Moving Average (ARIMA)

DEDY ARISANDI , ROMI FADILLAH RAHMAT

Facial Recognition for Car Security System Using Fisherface Method

DEDY ARISANDI , 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

A real time mobile-based face recognition with fisherface methods

SARAH PURNAMAWATI , ROMI FADILLAH RAHMAT , MOHAMMAD FADLY SYAH PUTRA , DEDY ARISANDI

Identifying strengths and weaknesses of Quality Management Unit University of Sumatera Utara software using SCAMPI C

IKHSAN SIREGAR , DANI GUNAWAN , AMALIA , ROMI FADILLAH RAHMAT , MUHAMMAD ANGGIA MUCHTAR

Real time monitoring system for water pollution in Lake Toba

MOHAMMAD FADLY SYAH PUTRA , MAYA SILVI LYDIA , ROMI FADILLAH RAHMAT

Organization Readiness and ERP Implementation in Albaha University

ROMI FADILLAH RAHMAT