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Penelitian

No NIDN Nama Dosen Judul Penelitian Tahun
1 0618098301 Prof. Dr. Taqwa Hariguna S.T., M.Kom. COUNTERFACTUAL EXPLANATIONS FOR HOSPITAL READMISSION RISK PREDICTION USING THE DICE FRAMEWORK 2026
2 0611118204 Dr. Rujianto Eko Saputro M.Kom. OPTIMIZATION OF COGNITIVE DIAGNOSTIC MODEL SENSITIVITY ON IMBALANCED EDUCATIONAL DATA USING HYBRID SSO-SA AND WEIGHTED LOSS 2026
3 0615128401 Dr. Fandy Setyo Utomo S.Kom., M.Cs. SMASH-SSO: A NOVEL SCALABLE MULTI-STAGE SALMON SALAR OPTIMIZATION FRAMEWORK FOR REDUCING COMPUTATIONAL COST THROUGH SURROGATE-ASSISTED SCREENING AND LIGHTWEIGHT LOCAL SEARCH REFINEMENT 2026
4 0612078301 Prof. Dr. Eng. Ir. Imam Tahyudin M.M. IMPROVING STROKE RISK PREDICTION USING SYNTHETIC DATA BASED ON BAYESIAN NETWORK: A COMPARATIVE EVALUATION OF MACHINE LEARNING ALGORITHMS 2025
5 0611118204 Dr. Rujianto Eko Saputro M.Kom. EVALUASI KETERLIBATAN DAN KEPUASAN MAHASISWA TERHADAP ELECTRONIC LEARNING SYSTEMS (ELLS) MENGGUNAKAN MODEL EMOTIONAL TAM 2025
6 0618098301 Prof. Dr. Taqwa Hariguna S.T., M.Kom. EMOTION CLASSIFICATION USING ADVANCED NEURAL NETWORKS ON SENTENCE-LEVEL DATA 2025
7 0612078301 Prof. Dr. Eng. Ir. Imam Tahyudin M.M. MIXING DATA AUGMENTATION AND TRANSFER LEARNING TO SOLVE SMALL-SIZE STROKE DATASET BASED ON MACHINE LEARNING 2025
8 0628018101 Dr. Purwadi M.Kom. A SLAB MULTI-FOLD CLASSIFICATION TECHNIQUE ON A MIXED PIXEL HYPERSPECTRAL IMAGE 2025
9 0612078301 Prof. Dr. Eng. Ir. Imam Tahyudin M.M. PREDICTION OF STROKE TYPE USING CT-SCAN IMAGES BASED ON DEEP LEARNING AT BANYUMAS HOSPITAL 2024
10 0615128401 Dr. Fandy Setyo Utomo S.Kom., M.Cs. MODEL PEMBOBOTAN KATA PADA FRAMEWORK KLASIFIKASI INSTANCES UNTUK POPULASI ONTOLOGI AL-QUR'AN 2024
11 0618098301 Prof. Dr. Taqwa Hariguna S.T., M.Kom. EXPLORING THE SYNERGY OF GUIDED NUMERIC AND TEXT ANALYSIS IN E-COMMERCE: A COMPREHENSIVE INVESTIGATION INTO UNIVARIATE AND MULTIVARIATE DISTRIBUTIONS 2024
12 0611118204 Dr. Rujianto Eko Saputro M.Kom. MEWUJUDKAN TRANSPARANSI PENGELOLAAN KEUANGAN RT DAN SISKAMLING DI ERA DIGITAL: PENGEMBANGAN APLIKASI SIMARET DENGAN PENDEKATAN DESIGN THINKING 2024
13 0618098301 Prof. Dr. Taqwa Hariguna S.T., M.Kom. DECIPHERING AI-GENERATED TEXT: EXPLORATORY DATA ANALYSIS ON ESSAYS TO DISTINGUISH BETWEEN STUDENT AND AI WRITING STYLES AT THE KNOWLEDGE SYSTEM STUDY CENTER 2024
14 0602127301 Dr. Berlilana M.Kom., M.Si. DATA SCIENCE APPROACHES TO DISSECTING THE RELATIVE IMPORTANCE OF ENGAGEMENT AND SATISFACTION IN ORGANIZATIONAL PERFORMANCE 2024
15 0612078301 Prof. Dr. Eng. Ir. Imam Tahyudin M.M. DETEKSI GELATIN UNTUK MENDUKUNG LISENSI HALAL MENGGUNAKAN ALGORITMA RECURRENT NEURAL NETWORK (RNN) 2024
16 0611118204 Dr. Rujianto Eko Saputro M.Kom. DESAIN UI/UX APLIKASI GO-BUS (GAMIFIED ON BUS) UNTUK MENINGKATKAN KETERLIBATAN PENGGUNA DALAM PEMANFAATAN TRANSPORTASI UMUM BERKELANJUTAN 2023
17 0618098301 Prof. Dr. Taqwa Hariguna S.T., M.Kom. ADAPTIVE SENTIMENT ANALYSIS USING MULTIOUTPUT CLASSIFICATION: A PERFORMANCE COMPARISON 2023
18 0612078301 Prof. Dr. Eng. Ir. Imam Tahyudin M.M. ANALYSIS OF RISK FACTOR, EXPERT SYSTEM, AND PREDICTION OF MORTALITY RATE OF STROKE PATIENTS AT BANYUMAS HOSPITAL 2023
19 0611118204 Dr. Rujianto Eko Saputro M.Kom. DESAIN APLIKASI GO-BUS (GAMIFIED ON BUS) UNTUK MENINGKATKAN KETERLIBATAN PENGGUNA DALAM PEMANFAATAN TRANSPORTASI UMUM BERKELANJUTAN 2023
20 0602127301 Dr. Berlilana M.Kom., M.Si. SOLVING LIMITATION NUMERICAL DATA FOR MACHINE LEARNING ANALYSIS USING COMBINATION AUGMENTATION DATA AND TRANSFER LEARNING METHOD (CASE STUDY: STROKE PATIENT DATA IN RSUD BANYUMAS) 2023