Items where Division is "Fakultas Sains Dan Teknologi > Data Science" and Year is 2025

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-, Neni (2025) SALES FORECASTING USING ARIMA AS A STRATEGY TO IMPROVE SERVICE QUALITY. Tugas Akhir thesis, University of Technology Yogyakarta.

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ARIFIN, RIYAN ZAENAL (2025) CLASSIFICATION SYSTEM OF AIR CONDITIONS IN DKI JAKARTA USING RANDOM FOREST ALGORITHM WITH SYNTHETIC MINORITY OVERSAMPLING TECHNIQUE. Tugas Akhir thesis, University of Technology Yogyakarta.

Abiyyu, Raihan Ahmad (2025) PREDICTIVE MODELING OF COMPOSITE STOCK PRICE INDEX MOVEMENTS BASED ON MARKET SENTIMENT FROM NEWS HEADLINES USING FINBERT-LSTM. Tugas Akhir thesis, University of Technology Yogyakarta.

Adetiya, Fany Nur (2025) SENTIMENT ANALYSIS OF RESTAURANT CUSTOMER REVIEWS USING THE SUPPORT VECTOR MACHINE ALGORITHM (Case Study: Solaria in the Special Region of Yogyakarta). Tugas Akhir thesis, University of Technology Yogyakarta.

Afini, Nuzula (2025) Application of the k-Means Algorithm in Grouping Skincare Purchasing Patterns in Tokopedia E-Commerce. Tugas Akhir thesis, University of Technology Yogyakarta.

Ar-razi AB, Fariddudin (2025) Implementing SMOTE Techniques to Improve the Performance of Diabetes Prediction Models Using the SVM Algorithm. Tugas Akhir thesis, University of Technology Yogyakarta.

Aurelia, Shabrina (2025) CUSTOMER SEGMENTATION ANALYSIS OF "SESUATU DI JOGJA" USING K-MEANS AND RFM (RECENCY, FREQUENCY, MONETARY) METHODS. Tugas Akhir thesis, University of Technology Yogyakarta.

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DAMAYANTI, FRISCA (2025) SENTIMENT ANALYSIS TOWARDS PRODUCT “X” USING NAIVE BAYES. Tugas Akhir thesis, University of Technology Yogyakarta.

Daegal, Andre (2025) IMPLEMENTING DATA AUGMENTATION USING DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS TO ENHANCE CNN PERFORMANCE IN WEB-BASED SPICE IMAGE CLASSIFICATION. Tugas Akhir thesis, University of Technology Yogyakarta.

Darmawan, Dani (2025) AZURE OPENAI BASED CHATBOT DEVELOPMENT TO SUPPORT INVENTORY AND PRODUCT PRICING MANAGEMENT IN THE ACCOUNT MANAGER ROLE. Tugas Akhir thesis, University of Technology Yogyakarta.

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FAKHRURROZI, MUHAMMAD FAKHRI (2025) CLASSIFICATION OF OPERATIONAL MANAGEMENT QUALITY OF UMKM IN BANTUL DISTRICT USING SUPPORT VECTOR MACHINE CLASSIFICATION METHOD. Tugas Akhir thesis, University of Technology Yogyakarta.

Febryan, Muhammad (2025) THE IMPLEMENTATION OF THE LONG SHORT-TERM MEMORY (LSTM) ALGORITHM FOR CRYPTOCURRENCY LAYER 1 PRICE TREND ANALYSIS. Tugas Akhir thesis, University of Technology Yogyakarta.

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Helmaputri, Febrina (2025) Template untuk Makalah Ilmiah Mahasiswa Fakultas Sains & Teknologi Universitas Teknologi Yogyakarta. Tugas Akhir thesis, University of Technology Yogyakarta.

Hidayah, Taufik (2025) Sentiment Analysis of Cafe Reviews in Yogyakarta Using Machine Learning Models with Streamlit Deployment. Tugas Akhir thesis, University of Technology Yogyakarta.

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Iman Sari, Dian Rahmawati (2025) Clustering Regions in Central Java Based on the Human Development Index Using the K-Means Algorithm. Tugas Akhir thesis, University of Technology Yogyakarta.

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Khusnur Rofiq, Muhamad (2025) CUSTOMER SEGMENTATION USING A COMBINATION OF RFM-BASED K-MEANS AND DECISION TREE METHODS (Case Study: Deepublish Publishing). Tugas Akhir thesis, University of Technology Yogyakarta.

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Lathifah, Lu’lu’ Itsnaini (2025) Predictive Analysis of Customer Loyalty Using the KNN Method Based on RFM-Based Customer Segmentation. Tugas Akhir thesis, University of Technology Yogyakarta.

Lestari, Silvi Indah (2025) ARIMA MODEL FOR FORECASTING DOMESTIC VIOLENCE CASES IN YOGYAKARTA CITY AND HISTORICAL DATA-BASED DYNAMIC ANALYSIS. Tugas Akhir thesis, University of Technology Yogyakarta.

Listianto, Demas Risdho (2025) STOCK PRICE PREDICTION USING A HYBRID CNN-LSTM MODEL WITH SENTIMENT DATA INTEGRATION FROM GOOGLE NEWS (Case Study: Tesla Stock). Tugas Akhir thesis, University of Technology Yogyakarta.

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MASDUQI, MUHAMMAD TAHLIS (2025) SONGKOK PRODUCTS IN STORES ON E-COMMERCE SHOPEE. Tugas Akhir thesis, University of Technology Yogyakarta.

Maharani, Meylany Putri (2025) Forecasting Demand for MSME Products Using the ARIMA Method (Case Study of Berlian Salak Processing in Sleman, Yogyakarta). Tugas Akhir thesis, University of Technology Yogyakarta.

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PRATAMA, MOHAMMAD BAYU (2025) SALES TURNOVER PREDICTION OF TOKO MBAK NING CINDERAMATA SHOP USING THE LONG SHORT TERM MEMORY METHOD. Tugas Akhir thesis, University of Technology Yogyakarta.

Prabowo, Aziz (2025) Application of Transfer Learning Method on IndoBERT for Sentiment Analysis of Ngoko Lugu Javanese Text. Tugas Akhir thesis, University of Technology Yogyakarta.

Pramesti, Nadia (2025) The Impact of Data Augmentation on the Accuracy of Convolutional Neural Network Models for Skin Cancer Classification Using the Skin Cancer MNIST HAM10000 Dataset. Tugas Akhir thesis, University of Technology Yogyakarta.

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Rahma, Aditya Aulia (2025) Demographic Grouping of Patient Satisfaction Levels at Sadewa Maternity and Child Specialist Hospital Using the DBSCAN Method. Tugas Akhir thesis, University of Technology Yogyakarta.

Reinaldi, Lintang Tri (2025) SENTIMENT ANALYSIS OF INSTAGRAM APP REVIEWS ON GOOGLE PLAY STORE USING THE NAÏVE BAYES METHOD. Tugas Akhir thesis, University of Technology Yogyakarta.

Ristianto, Andika (2025) CLASSIFICATION OF RIVER WATER QUALITY IN THE SPECIAL REGION OF YOGYAKARTA (DIY) USING MACHINE LEARNING ALGORITHM. Tugas Akhir thesis, University of Technology Yogyakarta.

Rustani, Akhmad Reyhan (2025) Enhancing the Accuracy of Convolutional Neural Network Models for Emotion Detection Based on Facial Expressions Using Data Augmentation and Transfer Learning. Tugas Akhir thesis, University of Technology Yogyakarta.

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Susilo, Dirga Halim (2025) Application of Convolution Neural Network (CNN) Method in Web-Based Sign Language Translator. Tugas Akhir thesis, University of Technology Yogyakarta.

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Yulianti, Maharani (2025) SENTIMENT ANALYSIS OF CUSTOMER SATISFACTION LEVEL TOWARDS AZARINE HYDRASHOOTHE SUNSCREEN GEL SPF45 PA++++ PRODUCT BASED ON REVIEWS IN SOCIOLLA USING THE MULTINOMIAL NAÏVE BAYES METHOD. Tugas Akhir thesis, University of Technology Yogyakarta.

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Zuzzaifa, Nur (2025) Sentiment Analysis and Topic Modelling on English-Language Reviews of the Novel Yellowface Using Support Vector Machine (SVM) and Latent Dirichlet Allocation (LDA). Tugas Akhir thesis, University of Technology Yogyakarta.