Publications Dr. Amalia, S.t., M.t. | Faculty of Computer Science and Information Technology Universitas Sumatera Utara

Emoji-aware multimodal representations for multi-label emotion analysis in Indonesian social media

RAHMI PUTRI RANGKUTI , MAYA SILVI LYDIA , AMALIA , FARHAN PURWANTO MARULITUA , MARDANAN FITRA , FIKRI HANIF

Domain-Aware Spatial-Temporal Selective Gated LSTM for Real-Time Driver Drowsiness Detection

ADE CANDRA , AMALIA , POLTAK SIHOMBING

Sentiment and Emotion Analysis in Textual Data: A Recent Systematic Literature Review Method, Model and Application

AMALIA , Rabiah Abdul Kadir , Ang Mei Choo , Wan Azzura Wan Ramli

Implementation of Speech Recognition and Face Detection in a Student Service Information System

TIGOR HAMONANGAN NASUTION , FAHMI , SOEHARWINTO , AMALIA , MUHAMMAD IRFAN YUSUF , Hasanul Fahmi

Benchmarking Vision Transformers and Convolutional Neural Networks for Ulos Batak Pattern Recognition

GRACE LAMUDUR ARTA SIHOMBING , POLTAK SIHOMBING , ROMI FADILLAH RAHMAT , AMALIA

Advances in Visual Informatics

AMALIA , Wan Azzura Wan Ramli , Rabiah Abdul Kadir

Domain-Aware Spatial-Temporal Selective Gated LSTM for Real-Time Driver Drowsiness Detection

AMALIA , POLTAK SIHOMBING , ADE CANDRA , Novriadi Antonius Siagian

Analysis of Visual Sequences for Driver Drowsiness Detection

NOVRIADI ANTONIUS SIAGIAN , POLTAK SIHOMBING , ADE CANDRA , AMALIA

A Progressive Hedging–Based Two-Stage Stochastic Programming Model for Managing Seasonal Demand and Lead-Time Uncertainty in Patchwork MSMEs

AMALIA , AFNARIA , ARIFA PRATAMI

Sound Changes in the Haloban Language of the Banyak Islands, Aceh, Indonesia

TASNIM LUBIS , DWI WIDAYATI , AMALIA , LIESNA ANDRIANY , MUKRAMAH

Feature Selection Using Ensemble Lasso Regression, Random Forest and Recursive Feature Elimination Methods in Breast Cancer Classification

AMALIA , SUTARMAN , Wilda Royhan

Implementation of Tracking System Based on JT701 Smart Lock Technology on Goods Delivery Service Vehicles

FEBRIN AULIA BATUBARA , BAKTI VIYATA SUNDAWA , AMALIA , MORLAN PARDEDE , TUTI ADI TAMA NASUTION

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

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

A Transformer-Based Approach with OpenNMT for Indonesian to Gayo Language Translation

AMALIA , MOHAMMAD ANDRI BUDIMAN

Sentiment Analysis Multi-Label of Toxic Comments using BERT-BiLSTM Methods

AMALIA , TAUFIK FUADI ABIDIN , SYARIFAH KEMALA PUTRI

Sentiment Analysis Multi-Label of Toxic Comments using BERT-BiLSTM Methods

AMALIA , TAUFIK FUADI ABIDIN , SYARIFAH KEMALA PUTRI

The Role of Data Visualization in Improving the Sustainability of Smallholdings

AMALIA , ADE CANDRA , AHMAD RASYID MAULANA

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

AMALIA , MAYA SILVI LYDIA

Sorting of Hazardous and Toxic Solid Waste (B3) Using Ensemble Learning Techniques with VGG-16 and DenseNet-121 Architecture

AMALIA , SUTARMAN , REZA MUSTHOFA MUFTHI

Sentiment Analysis Using K-NN Algorithm Through Random Search Cross Validation Approach

TITO AFWI SENDA , AMALIA , OPIM SALIM SITOMPUL

Sentiment Analysis Using K-NN Algorithm Through Random Search Cross Validation Approach

AMALIA , OPIM SALIM SITOMPUL , TITO AFWI SENDA

Conservation of the Alaban tree (Vitex pinnata L) in the coastal landscapes at Banyak Island, Aceh Province

ABIYULAIL ALATAS ABUS , Achdial Farhan Abus , AMALIA , ROBERT SIBARANI , TASNIM LUBIS , JUNAIDI

Performance Analysis of KNN and C.45 Algorithms With Kappa Measure Evaluation

DINA MARIANA SIBORO , AMALIA , Suyanto

The Role of Folklore in Shaping the Leukonese Characters: An Anthropolinguistic Study

TASNIM LUBIS , AMALIA , T THYRHAYA ZEIN

Implementation of Sustainable Development Goals through Literaku Application Based on Google Cloud APIs to Improve Literacy for Blind People

AMALIA , FARHAN DOLI FADHIIL SIAGIAN

Implementation of Sustainable Development Goals through Literaku Application Based on Google Cloud APIs to Improve Literacy for Blind People

AMALIA , FARHAN DOLI FADHIIL SIAGIAN , MUHAMMAD GHOZALI , Khairul Imam , Fitri Aulia Fadillah Nasution , Eric Martin

Implementation of Sustainable Development Goals through Literaku Application Based on Google Cloud APIs to Improve Literacy for Blind People

FARHAN DOLI FADHIIL SIAGIAN , MUHAMMAD GHOZALI , AMALIA

Impact of Image Enhancement for Osteoporosis Detection Based on Deep Learning Algorithm

KAHLIL , ROSLIDAR , AMALIA , ALFATIRTA MUFTI

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

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

MAYA SILVI LYDIA , AMALIA , TASNIM LUBIS

Shaping ethnobotanical tourism on the coastal landscape through Halobanese oral traditions at Banyak Island

AMALIA , TASNIM LUBIS , LIESNA ANDRIANY , DELIMA , Achdial Farhan Abus

Multilabeling Indonesian Toxic Comments Classification Using the Bidirectional Encoder Representations of Transformers Model

AMALIA , DANI GUNAWAN

Morpheme Embedding for Bahasa Indonesia Using Modified Byte Pair Encoding

AMALIA , ERNA BUDHIARTI NABABAN , OPIM SALIM SITOMPUL

A relevant document search system model using word2vec approaches

MOHAMMAD ANDRI BUDIMAN , AMALIA

Bahasa Indonesia pre-trained word vector generation using word2vec for computer and information technology field

ERNA BUDHIARTI NABABAN , AMALIA , OPIM SALIM SITOMPUL

Sentiment analysis of GO-JEK services quality using Multi-Label Classification

AMALIA , DANI GUNAWAN , KHAIRUDDIN NASUTION

A comparison study of document clustering using DOC2VEC versus TFIDF combined with LSA for small corpora

OPIM SALIM SITOMPUL , ERNA BUDHIARTI NABABAN , AMALIA

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

AMALIA , MAYA SILVI LYDIA , DANI GUNAWAN

An Efficient Text Classification Using fastText for Bahasa Indonesia Documents Classification

ERNA BUDHIARTI NABABAN , OPIM SALIM SITOMPUL , AMALIA

File cryptocompression by using H-rabin and golomb rice algorithm

AMALIA

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

Predictions of World Population Life Expectancy Using Cyclical Order Weight / Bias

AMALIA

Automated Bahasa Indonesia essay evaluation with latent semantic analysis

INDRA AULIA , AMALIA , DANI GUNAWAN

North Sumatera tourism spots searching system based on semantic web

AMALIA

Building the Application to Identify Incorrect Capital Letters Writing in Bahasa Indonesia

AMALIA , DANI GUNAWAN

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

AMALIA

Review of the recent research on automatic text summarization in Bahasa Indonesia

AMALIA

Meme opinion categorization by using optical character recognition (OCR) and naÃƒÂ¯ve bayes algorithm

AMALIA

Resource Description Framework Generation for Tropical Disease Using Web Scraping

AMALIA

File text security using Hybrid Cryptosystem with Playfair Cipher Algorithm and Knapsack Naccache-Stern Algorithm

AMALIA

Determination of quality television programmes based on sentiment analysis on Twitter

AMALIA

Building automatic customer complaints filtering application based on Twitter in Bahasa Indonesia

AMALIA

An Implementation of RC4<sup>+</sup> Algorithm and Zig-zag Algorithm in a Super Encryption Scheme for Text Security

AMALIA

Combination of Rivest-Shamir-Adleman Algorithm and End of File Method for Data Security

AMALIA

The Observation of Bahasa Indonesia Official Computer Terms Implementation in Scientific Publication

AMALIA

Implementation of Canny and Isotropic Operator with Power Law Transformation to Identify Cervical Cancer

AMALIA

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

AMALIA

Identification of Bahasa Indonesia official computer terms in Indonesian government websites

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

Document Clustering Optimization with Synonym Dictionary Check Function

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

Clustering articles in bahasa Indonesia using self-organizing map

AMALIA , DANI GUNAWAN

Clustering Articles in Bahasa Indonesia Using Self-Organizing Map 2017 Int

AMALIA

Identification of Bahasa Indonesia official computer terms in Indonesian government websites

AMALIA

Document clustering optimization with synonym dictionary check function

AMALIA

Focused crawler for the acquisition of health articles

DANI GUNAWAN , AMALIA , FATHIA MEIRINA

The Implementation of open data in Indonesia

AMALIA

Automatic extraction of multiword expression candidates for Indonesian language

AMALIA

Russian Character Recognition using Self-Organizing Map

AMALIA

Combination of Huffman Coding Compression Algorithm and Least Significant Bit Method for Image Hiding

AMALIA

The design of lexical database for Indonesian language

AMALIA

The usage evaluation of official computer terms in Bahasa Indonesia in Indonesian government official websites

AMALIA

Performance Evaluation of Free Anti Plagiarism Software

AMALIA

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

AMALIA