Thesis

ADINARTA, FERREY (2024) PREDICTING FLIGHT DELAY USING RANDOM FOREST ALGORITHM, XGBOOST ALGORITHM, AND STACKING ENSEMBLE METHOD FERREY ADINARTA. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

ALBERT D., DARMSTATER ALBERTUS (2024) COMPARATIVE PERFORMANCE ANALYSIS OF SUPPORT VECTOR MACHINE AND RANDOM FOREST ON DIABETES PATIENT DATA FROM HOSPITALS IN THE UNITED STATES. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

AMBARURA, LAURENSIUS PATRIX (2024) APPLE TYPE CLASSIFICATION USING INCEPTIONV3. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

ANCE, YOSEPTIANOVEN (2024) FACE RECOGNITION USING MTCNN, AND EYE DISTANCE. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

ANGELADES, FRANSISKA ADHISTA (2024) PERFORMANCE COMPARISON OF DECISION TREE AND RANDOM FOREST ALGORITHMS IN PREDICTING HEART DISEASE. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

APHRODITA, TAN TAMARINE MYRNA (2024) IMPROVING ABUSIVE WORD DETECTION ALGORITHMS IN SOCIAL MEDIA WITH CBOW. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

BIMAPUTRA, BRAMANTYA RAZZAQ (2024) ANALYSIS OF IOT SMART DOOR USING NAÏVE BAYES ALGORITHM. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

BUDIONO, ARVEL ADELAR (2024) COMPARISON BUS PASSENGER COUNTING AND GENDER DETECTION USING YOLOV8, FASTER R-CNN, AND MASK R-CNN ALGORITHM. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

DAMAYANTI, HANNY LUTFY (2024) ENHANCING STROKE DISEASE PREDICTION PERFORMANCE THROUGH A FUSION OF ADABOOST WITH C4.5 AND K-NEAREST NEIGHBOR ALGORITHMS. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

DEWA, TEGAR JAYA YUSTIAN MAHA (2024) OPTIMIZING SENTIMENT ANALYSIS OF FOOD AND DRINK REVIEWS ON TOKOPEDIA USING SVM ALGORITHM: A COMPARISON OF GRID SEARCH AND RANDOMIZED SEARCH METHODS. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

DWINANTA, RAFAEL HANDIKA (2024) THE EFFECT OF CHI-SQUARE FEATURE SELECTION ON THE NAIVE BAYES ALGORITHM IN ANALYZING THE SENTIMENT OF GOJEK APPLICATION REVIEWS ON GOOGLE PLAY STORE. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

EFENDY, TIMOTIUS SUSANTO (2024) DEVELOPMENT OF A SCHOLARSHIP AWARD DECISION SUPPORT SYSTEM USING THE PYTHON BASED SIMPLE ADDITIVE WEIGHTING METHOD. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

FEBRIAN, DANIEL (2024) THE USE OF DATA BALANCING USING STANDARD DEVIATION AS THE HYPERPARAMETER TUNING FOR INDONESIA HIGHWAY VEHICLE GROUP DETECTION FOR YOLOV5, YOLOV7, AND YOLOV8. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

FERDINAND, ANDRE ABEL (2024) ANALYSIS OF YOLO V8 MODEL AND FUZZY ALGORITHM IN DETECTING VEHICLES, ASSESSING ROAD CONDITIONS AND CONTROL TRAFFIC LIGHTS. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

FRISKA, FRISKA (2024) BOOK BORROWING ANALYSIS : UNIKA SOEGIJAPRANATA LIBRARY WITH MULTILAYER PERCEPTRON. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

GIUSTINO, JONATHAN KEVIN (2024) TOXIC COMMENT CLASSIFICATION COMPARISON BETWEEN LSTM, BILSTM, GRU, AND BIGRU. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

HARTANTO, DANIEL (2024) COMPARATIVE ANALYSIS OF EFFICIENTNET AND RESNET MODELS IN THE CLASSIFICATION OF SKIN CANCER. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

HENDRATMOKO, RIVANO NANDA (2024) IOT-BASED RICE STOCK MONITORING SYSTEM WITH LOAD CELL TEMPERATURE SENSOR AND HUMIDITY SENSOR USING FUZZY ALGORITHM. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

HENDRAWAN, KEVIN (2024) PREDICTIVE FIRE RISK ANALYTICS USING NAÏVE BAYES CLASSIFICATION. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

JIVENSEN, ARDINE (2024) COMPARISON ANALYSIS OF GENETIC ALGORITHM AND FIREFLY ALGORITHM INTEGRATION WITH K-MEANS IN TRAVELING SALESMAN PROBLEM. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

KURNIADI, LIEM FARREL (2024) MACHINE ANOMALY DETECTION USING INTERNET OF THINGS WITH MOVING AVERAGE METHOD. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

KURNIAWAN, CALEB ADITHIA (2024) CLASSIFICATION OF MATERNAL HEALTH RISKS USING BOOSTING TECHNIQUE. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

KURNIAWAN, THENG ROY SANJAYA (2024) COMPARISON OF CNN CUSTOM, MOBILENETV2 AND VGG16 MODELS IN FACE EMOTION RECOGNITION. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

KUSUMO, VALENTINO PUTRA BUDI KUSUMO (2024) SENTIMENT ANALYSIS REVIEW COMMENT USING TRANSFORMER MODEL. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

MARCELINO M G, KELVIN (2024) COMPARISON OF CUSTOM CNN CUSTOM, MOBILENETV2 AND RESNET152V2 ON FACE MASK DETECTION. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

MASSORA, ANNA MARIA SEPTIAYU CAHYANI (2024) Classification of Traumatic Brain Injury Based-on EEG Signals Using Random Forest And Naive Bayes. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

MAULANA, FIKLI ASRIZAL (2024) HYBRID COLLABORATIVE FILTERING AND CONTENT-BASED FILTERING ANIME RECOMMENDATION SYSTEM. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

MINCELUNGAN, JOSHUA ARBIE YEDIDYA (2024) VOICE GENDER RECOGNITION USING MFCCAND CNN. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

MULYONO, STEFANUS STANLEY PRASETYO (2024) FEATURE SELECTION USING MUTUAL INFORMATION FOR COMPARING NAIVE BAYES AND C4.5 IN PREDICTING CUSTOMER LOYALTY IN TELECOMMUNICATIONS COMPANIES. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

PRAMUDYA, FRANCISKA NUGRAHAENI SIWI (2024) OMPARISON BETWEEN CNN AND RANDOM FOREST PERFORMANCE IN DETECTING HOAX INDONESIAN NEWS ARTICLES. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

PRAYITNO, YOEL AMAZIA (2024) ANALYSIS OF PUBLIC SENTIMENT TOWARDS TOKOPEDIA BASED ON OPINION FROM TWITTER USING NAÏVE BAYES CLASSIFIER METHOD AND SPAM DETECTION. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

PUTRI, NAWANDA NADYA (2024) COMPARISON OF THE APRIORI ALGORITHM AND FP-GROWTH ALGORITHM TO DETERMINE BUYING PATTERNS. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

RAHARDJO, JULIO IRVAN (2024) GOLD PRICE PREDICTION BASED ON OIL PRICE FLUCTUATIONS USING TIME SERIES FORECASTING MODEL ARIMA AND LSTM. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

SAPUTRA, HIRO SURYA (2024) COMPARISON ANALYSIS OF LOCAL SEARCHES FOR SOLVING SYMMETRIC TRAVELLING SALESMAN PROBLEM. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

SEPTEMEDI, KORNELIUS ADITYA (2024) USABILITY ANALYSIS OF STABLE DIFFUSIONBASED GENERATIVE MODEL FOR ENRICHING BATIK BAKARAN PATTERN SYNTHESIS. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

SETIAWAN, TAN FRANSCISCO ANGGA (2024) IMPLEMENTATION ALGORITHM C4.5 TO FIND RECOMMENDATION FROM GYM EXERCISE DATA. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

SETIAWAN, THEODORUS ADRIAN (2024) OPTIMIZING CNNS FOR FACE RECOGNITION: COMPARING WELL-KNOWN ARCHITECTURES WITH CUSTOM MODELS. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

SETYAWAN, ADITYA (2024) CATFISH POND WATER QUALITY MONITORING SYSTEM USING IOT. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

SOESANTO, IVAN CHRISTIAN (2024) SENTIMENT ANALYSIS ON INSTAGRAM COMMENTS USING TWO COMPARISON METHOD BASED ON LEXICON BASED AND NAIVE BAYES. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

SUGIARTO, VINCENT KURNIAWAN (2024) COMPARE VGG16 AND RESNET50 MODELS ON FACIAL RECOGNITION AT AN ANGLED POSITION. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

TAN, EVELINE AURELIA MULYONO (2024) JAWLINE DETECTION FOR SKIN TONE IDENTIFICATION TO DETERMINE FOUNDATION RECOMMENDATION USING K-MEANS CLUSTERING. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

THE, MICHAEL (2024) COMPARISON K-NN REGRESSION AND SVR MSE IN 5 MOST ACTIVE STOCK BASED ON HISTORICAL DATA. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

VIVIAN.C, ELISABET STEVANI (2024) CUSTOMER BEHAVIOR PREDICTION USING NAÏVE BAYES. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

WASTU, KLAUS RAJENDRA (2024) COMPARISON BAGGING AND SUPPORT VECTOR MACHINE FOR CLASSIFICATION SOFTWARE REQUIREMENT. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

WIJAYA, EVANT (2024) PREDICTING EMPLOYEE ATTRITION USING TABNET. S1 thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.

YOLANDA, JESSICA BETHA (2024) COMPARISON OF DENSENET AND RESNET ARCHITECTURES FOR CLASSIFICATION ON WHITEBLOOD CELL. Skripsi thesis, UNIVERSITAS KATOLIK SOEGIJAPRANATA.