| No. | Students Publications’ Title | Promotor |
| 1 | Identification of Malaria Disease and Its Stadium Based on Digital Image Processing | Edi Winarko |
| 2 | The Use of KPI in Group Decision Support Model of ICT Projects Performance Evaluation | Retantyo Wardoyo |
| The Group Decision Support System to Evaluate the ICT Project Performance Using the Hybrid Method of AHP, TOPSIS and Copeland Score | Retantyo Wardoyo |
| 3 | Decision-Making Model for Student Assesment by Unifying Numerical and Linguistic Data | Sri Hartati |
| 4 | A Survey of Pedestrian Detection in Video | Agus Harjoko |
| Grid-based Historam of Oriented Optical Flow for Analyzing Movements on Video Data | Agus Harjoko |
| 5 | A New Method for Measuring Texture Regularity based on the Intensity of the Pixels in Grayscale Images | Agus Harjoko |
| Feature Selection Based on Minimum Overlap Probability (MOP) in Identifying Beef and Pork | Agus Harjoko |
| 6 | Building Melodie Feature Knowledge of Gamelan Music Using Apriori Based on Functions in Sequence (AFiS) Algorithm | Azhari |
| Rule-Based and Genetic Algorithm for Automatic Gamelan Music Composition | Azhari |
| 7 | PID Control Systems Using LQR Approach for Quadrotor Flight Stability | Ahmad Ashari |
| Quadrotor Flight Stability System with Routh Stability and Lyapunov Analysis | Ahmad Ashari |
| The Use of Video Processing for Quadrotor Flight Stability Control Monitoring | Ahmad Ashari |
| Translation Movement Stability Control of Quad Tiltrotor Using LQR and LQG | Ahmad Ashari |
| Mathematical Modelling of Translation and Rotation Movement in Quad Tiltrotor | Ahmad Ashari |
| 8 | Optic Disc and Cup Segmentation by Automatic Thresholding with Morphological Operation for Glaucoma Evaluation | Agus Harjoko |
| 9 | Modified Agglomerative Clustering by Klassen Disparities for Identification Hierarchical Cluster of Regional Developing Countries | Azhari |
| Modified Agglomerative Clustering with Location Quotient for Identification of Regional Potential Sector | Azhari |
| Hierarchical Regional Disparities and Potential Sector Identification Using Modified Agglomerative Clustering | Azhari |
| 10 | Clustering and Searching Technique for Selection Horticultural Using Self Organizing Maps and Genetic Algorithm | Retantyo Wardoyo |
| 11 | Vector Autoregression (Var) Model for Rainfall Forecast and Isohyet Mapping in Semarang – Central Java – Indonesia | Sri Hartati |
| 12 | Survey: Models and Prototypes of Schema Matching | Edi Winarko |
| A Hybrid Model Schema Matching Using Constraint-Based and Instance-Based | Edi Winarko |
| 13 | The Feature Extraction to Determine the Wave’s Peaks in the Electrocardiogram Graphic Image | Sri Hartati |
| 14 | Improved-Node-Probability Method for Decision Making in Priority Determination of Village Development Proposed Program | Edi Winarko |
| 15 | Clinical Decision Support System for Diagnosis of Acute Respiratory Tract Infections (ARI) | Sri Hartati |
| 16 | Three-Stage Fuzzy Rule-Based Model for Earthquake Non-Engineered Building House Damage Hazard Determination | Sri Hartati |
| 17 | Fuzzy C Means for Image Batik Clustering Based on Spatial Features | Retantyo Wardoyo |
| Feature Extraction Methods for Batik Pattern Recognition: A Review | Retantyo Wardoyo |
| Batik Classification with Artificial Neural Network Basen on Texture-Shape Feature of Main Ornament | Agus Harjoko |
| The Selection Feature for Batik Modif Classifications with Information Gain Value | Agus Harjoko |
| 18 | Predicting The Road Traffic Density Based on Twitter Using The TR-P Method | Edi Winarko |
| XTRoad: The Tweet Extraction Method for Profiling Road and Traffic Conditions | Edi Winarko |
| 19 | Identification of Voice Utterance with Aging Factor Using the Method of MFCC Multichannel | Jazi Eko Istiyanto |
| 20 | Fall Detection on Humas Using Threshold Method Based on Smartphone Accelerometer Data | Jazi Eko Istiyanto |
| 21 | Hypertension drug Suitability Evaluation Based on Patient Condition with Improved Profile Matching | Sri Hartati |
| 22 | Predicting The Suspect of New Pulmonary Tuberculosis Case using SVN, C5.0 and Modified Moran’s I | Edi Winarko |
| Preliminary Diagnosis of Pulmonary Tuberculosis Using Ensemble Method | Edi Winarko |
| 23 | Multi-Character Fighting Simulation | Retantyo Wardoyo |
| 24 | Feature Representation Scheme for Smart Video Sensor | Agus Harjoko |
| 25 | People Recognition through Footstep Sound Using MFCC Extraction Method of Artificial Neural Network Back Propagation | Jazi Eko Istiyanto |
| 26 | Intelligent System E-Learning Modeling According to Learning Styles and Level of Ability of Students | Sri Hartati |
| Evaluating an Adaptive Learning Materials based on Student’s Learning Style and Ability | Sri Hartati |
| 27 | Referral Communication Model between Primary Health Centers and Hospitals Uisng Web Services | Sri Hartati |
| E-Referral System Modeling Using Fuzzy Multiple-Criteria Decision Making | Reza M.I. Pulungan |
| 28 | The Heredity of Cephalogram’s Landmark Position in Javanese Population | Agus Harjoko |
| 29 | A Hybrid Method for Multivariate Time Series Feature Selection | Edi Winarko |
| 30 | A Method of Weight Update in Group Decision-Making to Accommodate the Interests of All the Decision Makers | Retantyo Wardoyo |
| 31 | Trending Topics Detection of Indonesian Tweets Using BN-Grams and Doc-p | Edi Winarko |
| 32 | Optimization of Real-Time Multiple-Face Detection in the Classroom using Adaboost Algorithm | Agus Harjoko |
| Efficient K-Nearest Neighbor Searches for Multiple-Face Recognition in the Classroom in the Classroom based on Three Levels DWT-PCA | Agus Harjoko |
| 33 | Improving the Density Cluster Performance of K-Means Clustering by using Log Function | Sri Hartati |
| 34 | A Comparative of SIFT and SURF Features for Stitching Aerial Images | Agus Harjoko |
| 35 | Development of a Spatial Path-Analysis Method for Spatial Data Analysis | Mhd. Reza M. I. Pulungan |
| 36 | A New Integration of AdaBoost and Profile Matching Algorithm to Improve ABC Analysis for Drug Inventory | Retantyo Wardoyo |
| 37 | Wrist Detection based on a Minimum Bounding Box and Geometric Features | Retantyo Wardoyo |
| 38 | A Development of Modified Profile Matching and Borda for Determining Treatment Priorities for Hemorrhage Stroke Patients | Sri Hartati |
| 39 | A New HGA-FLVQ Model for Mycobacterium Tuberculosis Detection | Agus Harjoko |
| 40 | Evaluation of Suitability of Voice Reading of Al-Qur’an Verses based on Tajwid using Mel Frequency Cepstral Coefficients (MFCC) and Normalization of Dominant Weight (NDW) | Sri Hartati |
| 41 | Rule Based Sentence Segmentation of Indonesian Language | Retantyo Wardoyo |
| Detecting Proper Nouns in Indonesian-Language Translation of the Quran using a Guided Method | Retantyo Wardoyo |
| 42 | WERTES: Web as External Resources for Textual Entailment Systems | Azhari |
| Survey on Answer Validation for Indonesian Question Answering System (IQAS) | Azhari |
| INARTE: An Indonesian Dataset for Recognition Textual Entailment | Azhari |
| 43 | Review of Vision-Based Robot Navigation Method | Agus Harjoko |
| Research of Smart Real-time Robot Navigation System | Tri Kuntoro Priyambodo |
| Grid-Edge-Depth Map Building Employing SAD with Sobel EDGE Detector | Tri Kuntoro Priyambodo |
| 44 | An Interactive between User and an Augmented Reality System using A Generalized Finite State Automata and A Universal Turing Machine | Suprapto |
| 45 | Comparative Study of Web3D Standard Format to Determine the Base Format for a Web3D Framework | Ahmad Ashari |
| Increasing the Detail and Realism in Web3D Distributed World | Ahmad Ashari |
| Visual Adjustment Tools Selection for Multi-Format Distributed World Framework | Ahmad Ashari |
| Resource Management and Conversion Process in Multi-Format Distributed World Web3D Framework | Khabib Mustofa |
| 46 | Decision of Security Evaluation and E-Gov Privacy using Fuzzy Logic | Jazi Eko Istiyanto |
| Multi-Layer Framework for Security and Privacy based Risk Evaluation on E-Government | Jazi Eko Istiyanto |
| 47 | Depth Limitation and Splitting Criteria Optimization on Random Forest for Efficient Human Activity Classification | Ahmad Ashari |
| 48 | Ranking Method in Group Decision Support to Determine the Regional Prioritized Areas and Leading Sectors using Garrett Score | Azhari |
| Classification of the Mainstay Economic Region using Decision Tree Method | Azhari |
| 49 | Review of Image Compression and Encryption Techniques | Retantyo Wardoyo |
| New Compression-Encryption Algorithm Using Chaos-Based Dynamic Session Key | Retantyo Wardoyo |
| Algoritme Pembangkit Kunci Simetris pada Citra Warna | Retantyo Wardoyo |
| Algoritme Pengamanan Citra Warna Menggunakan Model Kriptosistem Terintegrasi dengan Pendistribusian Kunci Simetris Menggunakan EoF | Retantyo Wardoyo |
| 50 | Early Identification Model for Dengue Haemorrhagic Fever (DHF) Outbreak Areas Using Rule-Based Stratification Approach | Sri Hartati |
| 51 | Determination of Weighting Assessment on DREAD Model using Profile Matching | Retantyo Wardoyo |
| 52 | Digital Evidence Cabinets: A Proposed Framework for Handling Digital Chain of Custody | Tri Kuntoro Priyambodo |
| A Proposed Digital Forensics Business Model to Support Cybercrime Investigation in Indonesia | Tri Kuntoro Priyambodo |
| Multiview Business Model for Describing a Mechanism of Handling Physical and Digital Evidence in Digital Forensics | Tri Kuntoro Priyambodo |
| The Pseudo Metadata Concept for the Chain of Custody of Digital Evidence | Tri Kuntoro Priyambodo |
| 53 | A Comparison of Extent Analysis and Fuzzy Preference Programming for Evaluating B2C Website Usability | Suprapto |
| Improving e-Commerce Severity Rating Measurement using Consistent Fuzzy Preference Relation | Suprapto |
| An Extended Consistent Fuzzy Preference Relation to Evaluating Website Usability | Suprapto |
| 54 | A BPSO-Based Method for High-Utility Itemset Mining without Minimum Utility Threshold | Edi Winarko |
| 55 | Improvement of Accuracy in Batik Image Classification Due to Scale and Rotation Changes Using M2ECS-LBP Algorithm | Agus Harjoko |
| Analysis of Image Similarity with CBIR Concept Using Wavelet Transform and Threshold Algorithm | Agus Harjoko |
| 56 | Query Expansion in Information Retrieval using Frequent Pattern (FP) Growth Algorithm for Frequent Itemset Search and Association Rules Mining | Ahmad Ashari |
| The Ontology Approach for Information Retrieval in Learning Documents | Ahmad Ashari |
| A Study: Query Expansion Methods in Information Retrieval | Ahmad Ashari |
| 57 | Educational Data Mining (EDM) as a Model for Students’ Evaluation in Learning Environment | Retantyo Wardoyo |
| Enhanced Performance of the Automatic Learning Style Detection Model using a Combination of Modified K-Means Algorithm and Naive Bayesian | Retantyo Wardoyo |
| 58 | Learning Path Model based on Revised Bloom’s Taxonomy and Domain Ontologies using Discrete Particle Swarm Optimization | Suprapto |
| 59 | Tourist Visits Prediction with Fully Recurrent Neural Network | Sri Hartati |
| Modeling of a Tourism Group Decision Support System using Risk Analysis based Knowledge Base | Sri Hartati |
| 60 | Erythrocyte Classification using Multi-Layer Perceptron, Naïve Bayes Classifier, RBF Network and SVM | Agus Harjoko |
| Morphological, Texture, and Color Feature Analysis for Erythrocyte Classification in Thalassemia Cases | Agus Harjoko |
| 61 | Model for Measuring benefit of Government IT Investment using Fuzzy AHP | Azhari |
| 62 | License Plate Detection Based on Convolutional Neural Network – Support Vector Machine (CNN-SVM) | Agus Harjokoi |
| Robust License Plate Detection in Complex Scene using MSER-Dominant Vertical Sobel | Agus Harjoko |
| 63 | Real-time Testing on Improved Data Transmission Security in the Industrial Control System | Tri Kuntoro Priyambodo |
| The Dynamic Symmetric Four-Key-Generators System for Securing Data Transmission in the Industrial Control System | Tri Kuntoro Priyambodo |
| 64 | Enhancement of Conformational B-cell Epitope Prediction using CluSMOTE | Azhari |
| 65 | Transformation of SysML Requirement Diagram into OWL Ontologies | Ahmad Ashari |
| An Extended Rule of the SysML Requirement Diagram Transformation into OWL Ontologies | Ahmad Ashari |
| 66 | Improving Classifiaction Performance of Fetal Umbilical Cord using Combination of SMOTE Method and Multiclassifier Voting in Imbalanced Data and Small Dataset | Retantyo Wardoyo |
| Radius-SMOTE: A New Oversampling Technique of Minority Samples Based on Radius Distance for Learning from Imbalanced Data | Retantyo Wardoyo |
| 67 | Case Based Reasoning for Diagnosing Types of Mental Disorders and Their Treatments | Sri Hartati |
| A Processing Model Using Natural Language Processing (NLP) for Narrative Text of Medical Record for Producing Symptoms of Mental Disorders | Sri Hartati |
| Utilizing Natural Language Processing in Case-based Reasoning for diagnosing and managing Schizophrenia Disorder | Retantyo Wardoyo |
| 68 | A Model of Computation-based Naming System for Musical Elements of Java Traditional Song | Azhari |
| Human and Computation-based Musical Representation for Gamelan Music | Suprapto |
| 69 | Modified Particle Swarm Optimization with Chaos-Based Particle Initialization and Logarithmic Decreasing Inertia Weight | Agus Harjoko |
| 70 | High Secure Initial Authentication Protocol based on EPNR Cryptosystem for Supporting Radiation Monitoring System | Edi Winarko |
| Eight Prime Numbers of Modified RSA Algorithm Method for More Secure Single Board Computer Implementation | Edi Winarko |
| Algoritma Eight Prime Numbers of Modified RSA (EPNR) untuk Otentikasi dan Distribusi Kunci Rahasia pada Perangkat dengan Kemampuan Komputasi Terbatas | Edi Winarko |
| 71 | A Robust Image Retrieval Method Using Multi-Hierarchical Agglomerative Clustering and Davis-Bouldin Index | Agus Harjoko |
| 72 | CombineTF for Requirements Data Similarity Detection on AREM | Retantyo Wardoyo |
| Goal-Oriented Requirements Engineering: State of The Art and Research Trend | Retantyo Wardoyo |
| Automatic Requirements Engineering Model using Goal-Oriented Modelling with Text Pre-Processing Technique | Retantyo Wardoyo |
| 73 | The Performance of Personality-based Recommender System for Fashion with Demographic Data-based Personality Prediction | Ahmad Ashari |
| Modelling Relationship between Demographic Data and Personality Traits | Ahmad Ashari |
| Creating Personality and Preference Models based on Demographic Data for Personality-based Recommender System for Fashion using Decision Tree and Association Rule | Ahmad Ashari |
| 74 | Payload Formats and Universal Data for Near Field Communication | Ahmad Ashari |
| Secure Initialization Model Improvement for NFC-Hce Security in Mobile Payment System | Ahmad Ashari |
| 75 | Amniotic Fluid Segmentation Based on Pixel Classification Using Local Window Information and Distance Angle Pixel | Sri Hartati |
| Pixel Classification Based on Local Gray Level Rectangle Window Sampling for Amniotic Fluid Segmentation | Sri Hartati |
| Amniotic Fluid Classification Based on Volume and Echogenicity Using Single Deep Pocket and Texture Feature | Sri Hartati |
| Amniotic Fluids Classification Using Combination of Rules-Based and Random Forest Algorithm | Sri Hartati |
| 76 | Indonesian Traffic Sign Detection based on Haar-PHOG Features and SVM Classification | Agus Harjoko |
| 77 | Risk Assessment Methods for Cybersecurity in Nuclear Facilities: Compliance to Regulatory Requirements | Reza Pulungan |
| 78 | The Specific Factors Influencing the Intention of Electronic Government Services for Libyans | Tri Kuntoro Priyambodo |
| Factors Affecting the Adoption and Usage of eGovernment Services in Libya | Tri Kuntoro Priyambodo |
| 79 | Methodology for Analyzing the Traditional Algorithms Performance of User Reviews Using Machine Learning Techniques | Azhari |
| LDSVM: Leukemia Cancer Classification Using Machine Learning | Azhari |
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