Program Doktor Ilmu Komputer: Daftar Topik Disertasi Mahasiswa

  • 9 Januari 2023, 01.08
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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