Siti Ernawati

About

Dosen dan peneliti dengan minat penelitian pada text mining, analisis sentimen media sosial, machine learning, deep learning dan computer vision.

Employment

• Universitas Nusa Mandiri Lecturer (Information System)
  2013 - Present
• Universitas Nusa Mandiri

Education

• Universitas Nusa Mandiri Dr.
  2026 - Present
• Universitas Nusa Mandiri M.Kom
  2013 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• INTERPRETABILITAS KLASIFIKASI TEKS KESEHATAN MENTAL BERBASIS TRANSFORMER MENGGUNAKAN LIME DAN KNOWLEDGE GRAPH
  Indonesian Journal on Software Engineering (IJSE) 2026
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• Penerapan Natural Language Processing Pada Model Chatbot Hybrid Untuk Optimasi Pelayanan Open Journal Systems
  Simpatik: Jurnal Sistem Informasi dan Informatika 2025 DOI: 10.31294/simpatik.v5i2.11411
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• Improvement Of The Banking Collateral Auction Application System Architecture Using TOGAF ADM
  Komputa : Jurnal Ilmiah Komputer dan Informatika 2025 DOI: 10.34010/komputa.v14i1.15715
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• Meningkatkan Klasifikasi Penyakit Diabetes Menggunakan Metode Ensemble Softvoting Dengan SMOTE-ENN dan Optimasi Bayesian
  Evolusi : Jurnal Sains dan Manajemen 2025 DOI: 10.31294/evolusi.v13i1.8267
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• Prediction Of Flight Delays Using Feature Engineering, Catboost, And Bayesian Optimization To Improve Model Performance
  Jurnal Riset Informatika 2025 DOI: 10.34288/jri.v7i2.346
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• HyVADSVM: Hybrid VADER-SVM and GridSearchCV Optimization for Enhancing Cyberbullying Detection
  Journal of Robotics and Control (JRC) 2024 DOI: 10.18196/jrc.v6i1.24385
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• Cybersentinel: The Cyberbullying Detection Application Based on Machine Learning and VADER Lexicon with GridSearchCV Optimization
  Journal of Electronics, Electromedical Engineering, and Medical Informatics (JEEEMI) 2024
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• IMPROVING IMAGE CLASSIFICATION ACCURACY WITH OVERSAMPLING AND DATA AUGMENTATION USING DEEP LEARNING: A CASE STUDY ON THE SIMPSONS CHARACTERS DATASET
  Jurnal Riset Informatika 2024 DOI: 10.34288/jri.v6i4.348
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• Machine Learning for Stroke Prediction: Evaluating the Effectiveness of Data Balancing Approaches
  Jurnal Riset Informatika 2024 DOI: 10.34288/jri.v6i4.344
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• Improving financial management efficiency at BAHANA Ciawi Clean Water Facility via an Android-based mobile application
  Abdimas: Jurnal Pengabdian Masyarakat Universitas Merdeka Malang 2024 DOI: 10.26905/abdimas.v9i3.14014
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