Publications Prof. Dr. Syahril Efendi, S.si., M.i.t. | Faculty of Computer Science and Information Technology Universitas Sumatera Utara

Montessori Games to Train Children's Cognitive Development Using Augmented Reality

ULFI ANDAYANI , SYAHRIL EFENDI

Performance Optimization of Ridge and Lasso Regression Algorithms in Predicting Human Body Fat Percentage

DESILIA SELVIDA , SYAHRIL EFENDI , AMMAR WAHYUDI

IDENTIFYING THE BEST MODELS FOR BISINDO ALPHABET GESTURE CLASSIFICATION TO SUPPORT THE COMMUNICATION NEEDS OF THE DEAF COMMUNITY

ILKA ZUFRIA , T.HENNY FEBRIANA HARUMY , SYAHRIL EFENDI

A HYBRID MULTISCALE CONVOLUTION NEURAL NETWORK WITH ATTENTION AND TEXTURE FEATURES FOR IMPROVED IMAGE CLASSIFICATION.

IRPAN ADIPUTRA PARDOSI , T.HENNY FEBRIANA HARUMY , SYAHRIL EFENDI

Identifying the Impact of Metaperceptron in Optimizing Neural Networks: A Comparative Study of Gradient Descent and Metaheuristic Approaches

DARWIN , T.HENNY FEBRIANA HARUMY , SYAHRIL EFENDI , CARLES JULIANDY , BINARWAN HALIM

EVALUATING DEEP LEARNING ARCHITECTURES FOR CO2 EMISSIONS FORECASTING: TCN, LSTM, AND HYBRID APPROACHES WITHÂ …

RONI YUNIS , T.HENNY FEBRIANA HARUMY , SYAHRIL EFENDI

A Novel Real-Time Dynamic DEA Approach for Decision Support Under Uncertain and Evolving Operational Conditions

JAMALUDDIN , SYAHRIL EFENDI , POLTAK SIHOMBING , TULUS

EVALUATING THE IMPACT OF WEIGHT INITIALIZATION ON RECURRENT AND TRANSFORMER-BASED MODELS IN FINANCIAL ASSET PRICE PREDICTION

T.HENNY FEBRIANA HARUMY , SYAHRIL EFENDI , ANDRI

Development of a hybrid siamese and feedforward neural networks architecture for semantic text similarity measurement

NG POI WONG , T.HENNY FEBRIANA HARUMY , SYAHRIL EFENDI

Implementation of the Clustering Using Representatives (CURE) Algorithm on Toddler Stunting Data

SYAHRIL EFENDI , AMALIA , POLTAK SIHOMBING , DEWI SARTIKA BR GINTING

Cure-Sne Model Detects Outliers in Data to Optimize the Process of Clustering Using Representatives

SYAHRIL EFENDI , AMALIA , POLTAK SIHOMBING , DEWI SARTIKA BR GINTING

The Impact of Varying Batch Sizes on The Deep Neural Network Algorithms Performance

NAEMAH MUBARAKAH , FAHMI , POLTAK SIHOMBING , SYAHRIL EFENDI

Keyword-Based E-Commerce Data Crawling Set Using Focused Crawler (Case Study: Aquascape Community)

MAHYUDDIN , MUHAMMAD ZARLIS , SYAHRIL EFENDI , SRI MELVANI HARDI

Image Classification Of Diseases In Rice Using Deep Neural Neural Network And Incevtion V3

MAYA SILVI LYDIA , SYAHRIL EFENDI , T.HENNY FEBRIANA HARUMY

Comparison of Machine Learning Methods Using Feature Extraction Optimization PCA Method for Identification of Pineapple Maturity

NURHAYATI , SYAHRIL EFENDI , DEWI SARTIKA BR GINTING , T.HENNY FEBRIANA HARUMY , KANA SAPUTRA S , FUZY YUSTIKA MANIK

Improving Convective Cloud Classification with Deep Learning: The CC-Unet Model

HUMUNTAL RUMAPEA , SYAHRIL EFENDI , POLTAK SIHOMBING , MUHAMMAD ZARLIS

The role of Louvain-coloring clustering in the detection of fraud transactions

ERNA BUDHIARTI NABABAN , SYAHRIL EFENDI , SAIB SUWILO

Development and Evaluation of a Portable ECG Monitoring System for Automated Classification of Normal and Abnormal ECG Signal Using Random Forest with XGBoost

ANDRIAN REINALDO CRISPIN , HERMAN MAWENGKANG , POLTAK SIHOMBING , SYAHRIL EFENDI , ABDI DHARMA

A Decision-Making Model to Determine Dynamic Facility Locations for a Disaster Logistic Planning Problem Using Deep Learning

SYAHRIL EFENDI

Community Clustering on Fraud Transactions Applied the Louvain-Coloring Algorithm

SAIB SUWILO , SYAHRIL EFENDI , ERNA BUDHIARTI NABABAN

A NOVEL APPROACH TO THE DEVELOPMENT OF NEURAL NETWORK ARCHITECTURE BASED ON METAHEURISTIC PROTIS APPROACH

MAYA SILVI LYDIA , SYAHRIL EFENDI , T.HENNY FEBRIANA HARUMY , MUHAMMAD ZARLIS

Optimization for Planning and Scheduling of Seafood Product which Incorporates Traceability Considerations

SYAHRIL EFENDI

The Role of Recurrent Convolutional Neural Network in IoT for Building a Security Artificial Intelligence and Home Assistance System

SYAHRIL EFENDI

Analysis of earthquake hazards prediction with multivariate adaptive regression splines

MUHAMMAD ZARLIS , SYAHRIL EFENDI , HERMAN MAWENGKANG

Deep Learning Approach For Modelling The Spread of Covid-19

RIAH UKUR GINTING , MUHAMMAD ZARLIS , POLTAK SIHOMBING , SYAHRIL EFENDI

Convective Cloud Classification Model for Reconstruction of Heavy Rain That Triggers the Flood and Landslide in Parapat, North Sumatera

HUMUNTAL RUMAPEA , SYAHRIL EFENDI , POLTAK SIHOMBING

HYBRID CRYPTOSYSTEM USING RC4+ AND MULTI- FACTOR RSA ALGORITHM FOR SECURING INSTANT MESSAGING

SYAHRIL EFENDI , DIAN RACHMAWATI

HYBRID CRYPTOSYSTEM USING RC4+ and MULTIFACTOR RSA ALGORITHM for SECURING INSTANT MESSAGING

DIAN RACHMAWATI , SYAHRIL EFENDI

Prediction Using A Neural Network Algorithm Approach (A Review)

MAYA SILVI LYDIA , MUHAMMAD ZARLIS , SYAHRIL EFENDI , T.HENNY FEBRIANA HARUMY

Taxonomy Genetic Algorithm for Implementation Partially Mapped Crossover in Travelling Salesman Problem

MAYA SILVI LYDIA , SYAHRIL EFENDI , MUHAMMAD ZARLIS , SRI MELVANI HARDI

COMPARATIVE ANALYSIS of DEPTH-FIRST SEARCH ALGORITHM and GREEDY ALGORITHM at NEAREST ATM SEARCH in PADANG SIDEMPUAN CITY

SYAHRIL EFENDI , DIAN RACHMAWATI

Feature Selection on K-Nearest Neighbor Algorithm Using Similarity Measure

RATIH PUSPADINI , HERMAN MAWENGKANG , SYAHRIL EFENDI

Development Of Binary Similarity And Distance Measures (BSDM) Algorithm For The Bond Of High Development System Of Video

SYAHRIL EFENDI , CUT LIKA MESTIKA SANDY

Modification of A priori Algorithm focused on confidence value to association rules

HERMAN MAWENGKANG , SYAHRIL EFENDI , DEWI SARTIKA BR GINTING