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Dr.

Maya Silvi Lydia

B.Sc., M.Sc.
Maya Silvi Lydia

Dr. Maya Silvi Lydia, B.Sc., M.Sc.

NIP

197401272002122001

NIDN

0027017403

Program Studi
Program Studi S3 Ilmu Komputer
Bidang Keilmuan
Kriptografi
Sistem Pendukung Keputusan
Analisis Jaringan Sosial
Jabatan
Lektor Kepala
Media Penelitian
Kontak:
E-mail

maya.silvi@usu.ac.id, maya.silvi@gmail.com

Alamat Kantor

Jl. Universitas No. 9A Kampus USU, Medan 20155

Curriculum Vitae file_download

Publikasi Nasional

A Comprehensive Taxonomy and Dynamic Optimization Framework for Fuzzy C-Means Clustering

MAHYUDDIN , ADE CANDRA , MAYA SILVI LYDIA

CLUSTERING ROTATIONAL CHURN OF TELECOMMUNICATIONS CUSTOMERS USING A DATA-CENTRICAI APPROACH

MAYA SILVI LYDIA , FAHMI , MUHAMMAD ISA DADI HASIBUAN

Reduksi Atribut Menggunakan Chi Square untuk Optimasi Kinerja Metode Decision Tree C4.5

ELVIAWATY MUISA ZAMZAMI , MAYA SILVI LYDIA , ANIRMA KANDIDA BR GINTING

Optimization of Support Vector Machine Algorithm using Stunting Data Classification

MAYA SILVI LYDIA , SYAHRIL EFENDI

Peningkatan Akurasi Metode K-Nearest Neighbor dengan Seleksi Fitur Symmetrical Uncertainty

ELVIAWATY MUISA ZAMZAMI , MAYA SILVI LYDIA , ANIRMA KANDIDA BR GINTING

Perbandingan Metode Klaster dan Preprocessing untuk Dokumen Berbahasa Indonesia

MAYA SILVI LYDIA , SITI DARA FADILLA , AMALIA

Publikasi Internasional

An Integrated U-Net and Linear Regression Pipeline for Image-Based MUAC Estimation for Malnutrition Risk Screening

MAYA SILVI LYDIA , IKHSAN SIREGAR , MOHAMMAD FADLY SYAH PUTRA , PAUZI IBRAHIM NAINGGOLAN , DHANI SYAHPUTRA BUKIT , Ika Veni Anisa , Prof. Dr. Ir. Riza Sulaiman , Muhammad Ghozali

Contactless mid-upper arm circumference estimation from 2D images using deep learning and geometric reconstruction for nutritional screening

ROMI FADILLAH RAHMAT , MOHAMMAD FADLY SYAH PUTRA , DHANI SYAHPUTRA BUKIT , SYARIFAH FARRADINNA , PAUZI IBRAHIM NAINGGOLAN , MAYA SILVI LYDIA , ANANDHINI MEDIANTY NABABAN , Prof. Dr. Ir. Riza Sulaiman

DEVELOPMENT OF MULTIAGENT GENERATIVE PIPELINES FRAMEWORK FOR LEARNING PLAN GENERATION WITH DETERMINISTIC CONSTRAINT VERIFICATION

MOHAMMAD FADLY SYAH PUTRA , OPIM SALIM SITOMPUL , FAHMI , MAYA SILVI LYDIA , PAUZI IBRAHIM NAINGGOLAN , RENDRA MAHARDIKA , Riza Sulaiman

DEVELOPMENT OF A TRIE-BERT PIPELINE FOR AUTOMATIC SPACING AND LOW RESOURCE LANGUAGE CLASSIFICATION IN BATAK TOBA AND ANGKOLA SCRIPTIO CONTINUA TEXTS

MUHAMMAD ANGGIA MUCHTAR , OPIM SALIM SITOMPUL , MAYA SILVI LYDIA , SYAHRIL EFENDI

Combination Spatial Autoregressive with Extreme Gradient Boost in Rice Price Prediction

ERNA BUDHIARTI NABABAN , MAYA SILVI LYDIA

Classification of Aedes Mosquito Larvae Using Hybrid Convolutional Neural Network and Long Short-Term Memory

HAYATUNNUFUS , SYAHRIL EFENDI , MAYA SILVI LYDIA , MOHAMMAD ANDRI BUDIMAN , DHANI SYAHPUTRA BUKIT , ARYA DWIHARSYA , Riza Sulaiman , Ledy Afrida Sinaga , PAUZI IBRAHIM NAINGGOLAN

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

Evaluating EfficientNet-Based CNN Training Strategies for Quality Grading of Horticultural Crops

FUZY YUSTIKA MANIK , SYAHRIL EFENDI , JOS TIMANTA TARIGAN , MAYA SILVI LYDIA

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

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

Multi-Label Emotion Classification for Indonesian Text using IndoBERT Fine-Tuning

MAYA SILVI LYDIA , DEWI SARTIKA BR GINTING , AMALIA , PAUZI IBRAHIM NAINGGOLAN , NURRAHMADAYENI , SAMMYTHA BR SIAGIAN

Benchmarking Deep Learning Models for Visual Classification and Segmentation of Horticultural Commodities.

FUZY YUSTIKA MANIK , SYAHRIL EFENDI , JOS TIMANTA TARIGAN , MAYA SILVI LYDIA

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

AMALIA , MAYA SILVI LYDIA , PAUZI IBRAHIM NAINGGOLAN , ROMI FADILLAH RAHMAT , Rabiah Abdul Kadir , Prof. Dr. Rahmita Wirza O.K. Rahmat

Optimizing Celiac Disease Detection Through Dataset Balancing and Deep Learning in a Mobile Application

AMALIA , MAYA SILVI LYDIA , SRI MELVANI HARDI , ANDREW BENEDICTUS JAMESIE , Hasanul Fahmi

Mid-Upper Arm Circumference Measurement Using Digital Images: A Top-Down Approach with Panoptic Segmentation Using Mask R-CNN

MAYA SILVI LYDIA , PAUZI IBRAHIM NAINGGOLAN , DESILIA SELVIDA , DHANI SYAHPUTRA BUKIT , AMALIA , DOLI AULIA HAMDALAH , Prof. Dr. Rahmita Wirza O.K. Rahmat

Utilization of the Deep Learning Convolutional Neural Network (CNN) Method to Classify Pineapple Ripeness Levels

SYAHRIL EFENDI , JOS TIMANTA TARIGAN , MAYA SILVI LYDIA , FUZY YUSTIKA MANIK

Leveraging Machine Learning Techniques for Stunting Detection and Height Growth Prediction in Children Aged 0-5 Years

PAUZI IBRAHIM NAINGGOLAN , DHANI SYAHPUTRA BUKIT , MAYA SILVI LYDIA , HUSEIN IBNU MAHMUD , RIZKY MAULANA SEMBIRING , RARA MAURA HASIBUAN , DAVINA ATHIRAH , FAHIA MEUTIA MUFIDA , Prof. Dr. Rahmita Wirza O.K. Rahmat

BERT For Classifying Intent in Ulos Fabric and Batak Culture Learning Chatbot

SYARIFAH ATIKA , MAYA SILVI LYDIA , MUHAMMAD ANGGIA MUCHTAR

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

Mitigating Bias and Assessment Inconsistencies with BERT-Based Automated Short Answer Grading for the Indonesian Language

AMALIA , FUZY YUSTIKA MANIK , DANI GUNAWAN , MAYA SILVI LYDIA , MUHAMMAD ANGGIA MUCHTAR , Sinu

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

Improving SVM Performance in Determining Cost and Kernel Parameter Values Through Grid Search

MAYA SILVI LYDIA , BENNY BENYAMIN NASUTION

Customer Segmentation Based on Recency, Frequency, Monetary, Variety and Duration (RFMVD)

MAYA SILVI LYDIA , MUHAMMAD ANGGIA MUCHTAR , AGUS SUNDARI

Automated Indonesian Essay Scoring and Holistic Feedback Using Bidirectional Encoder Representations for Transformers

AMALIA , MAYA SILVI LYDIA , DEWI SARTIKA BR GINTING , DANI GUNAWAN , FARADHILA AULIA UTAMI TANJUNG

Improved Accuracy of Decision Tree with XGBoost Technique in Cat Skin Disease Diagnosis

MAYA SILVI LYDIA , BENNY BENYAMIN NASUTION , NANDA SAFRINA

Indonesian Dynamic Sign Language Recognition for Individuals with Sensory Disabilities using LSTM

MAYA SILVI LYDIA , ERNA BUDHIARTI NABABAN , RENI YUNITA

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

Sentiment analysis of multi-social media platform about medical services using support machine vector

AMALIA , AMER SHARIF , MAYA SILVI LYDIA

Sentiment Analysis of Multi-Social Media Platform About Medical Services Using Support Machine Vector

AMALIA , MAYA SILVI LYDIA , AMER SHARIF , Cindy Nainggolan

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

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

Implementation of Celiac Disease Detection Using a Website-based Artificial Neural Network Approach

AMALIA , SRI MELVANI HARDI , MAYA SILVI LYDIA

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

Implementation of Celiac Disease Detection Using a Website-based Artificial Neural Network Approach

AMALIA , MAYA SILVI LYDIA , SRI MELVANI HARDI , ANDREW BENEDICTUS JAMESIE

Text-based File Security with Signcryption Using AAβ and DSA Algorithms

LATHIFAH TSAMRATUL'AIN , MOHAMMAD ANDRI BUDIMAN , MAYA SILVI LYDIA

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

OLCBot: Dissemination Of Interactive Information Related To Indonesia’s Omnibus Law With The Implementation of Fuzzy String Matching Algorithm and Sastrawi Stemmer

SRI MELVANI HARDI , MAYA SILVI LYDIA , AMALIA , ELVIAWATY MUISA ZAMZAMI

Natural Language Processing In Healthcare

MAYA SILVI LYDIA

Category Based Sentiment Analysis for Basic Skin-Cares Using LDA and SVM Approach

MAYA SILVI LYDIA , AMALIA , TASNIM LUBIS

Analysis of Medical Modalities for Improved Diagnosis in Modern Healthcare

MAYA SILVI LYDIA

Prediction Using A Neural Network Algorithm Approach (A Review)

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

Robot Arm Inverse Kinematics Wrist Tilt Repair Using PID Control System (Proportional, Integrative, Derivative)

RAHMAT WIDIA SEMBIRING , MAYA SILVI LYDIA

Application of Decision Tree of Classification EPL

RAHMAT WIDIA SEMBIRING , MAYA SILVI LYDIA , SYAIFUL BAHRI

Analysis of RC6-Lite Implementation for Data Encryption

RAHMAT WIDIA SEMBIRING , MAYA SILVI LYDIA , AMIN SUBANDI

Analysis of Medical Modalities for Improved Diagnosis in Modern Healthcare

MAYA SILVI LYDIA

Factorization of small rprime rsa modulus using fermat's difference of squares and kraitchik's algorithms in python

DIAN RACHMAWATI , MOHAMMAD ANDRI BUDIMAN , MAYA SILVI LYDIA

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

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

Accuracy Analysis on Images Retrieval System using Radial Basis Function Algorithm and Coefficient Correlation

MAYA SILVI LYDIA , SAIB SUWILO

HealFavor: Dataset and A Prototype System for Healthcare ChatBot

MAYA SILVI LYDIA

The Identification of Negative Content in Websites by Using Machine Learning Approaches

AMALIA , MAYA SILVI LYDIA , DANI GUNAWAN

Preliminary Study for identifying Rice Plant Disease Based on Thermal Images

IVAN JAYA , DIANA SOFIA HANAFIAH , MAYA SILVI LYDIA , INDRA AULIA

Bahasa Indonesia text corpus generation using web corpora approaches

MAYA SILVI LYDIA , AMALIA , OPIM SALIM SITOMPUL , ERNA BUDHIARTI NABABAN

Bahasa Indonesia text corpus generation using web corpora approaches

AMALIA , MAYA SILVI LYDIA

Automatic Risk Detection System for Farmer’s Health Monitoring Based on Behavior of Pesticide Use

AINUL HIZRIADI , MAYA SILVI LYDIA , EKA LESTARI MAHYUNI , INDRA AULIA

Comparative Analysis Run-Length Encoding Algorithm and Fibonacci Code Algorithm on Image Compression

JOS TIMANTA TARIGAN , SRI MELVANI HARDI , MAYA SILVI LYDIA , IVAN JAYA

Scientific Documents Classification Using Support Vector Machine Algorithm

JOS TIMANTA TARIGAN , SRI MELVANI HARDI , IVAN JAYA , MAYA SILVI LYDIA , INDRA AULIA

Hybrid Cryptosystem Implementation Using IDEA and Knapsack Algorithm for Message Security

DIAN RACHMAWATI , MAYA SILVI LYDIA

Document Clustering Optimization with Synonym Dictionary Check Function

SITI DARA FADILLA , DANI GUNAWAN , AMALIA , MAYA SILVI LYDIA

Identification of Bahasa Indonesia official computer terms in Indonesian government websites

TIGOR HAMONANGAN NASUTION , MAYA SILVI LYDIA , AMALIA , DANI GUNAWAN

Real time monitoring system for water pollution in Lake Toba

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

Benchmarking Deep Learning Models for Visual Classification and Segmentation of Horticultural Commodities.

FUZY YUSTIKA MANIK , SYAHRIL EFENDI , JOS TIMANTA TARIGAN , MAYA SILVI LYDIA