Profil Calon Promotor

# Tahun Penelitian
1 2019 Aplikasi Event Manager Berbasis Jejaring Sosial
Peran: Ketua Sumber Dana: Kementrian Riset, Teknologi & Pendidikan Tinggi
2 2019 Pengembangan Fitur Chatting pada Aplikasi Event Manager
Peran: Ketua Sumber Dana: BPPTN BH Universitas Gadjah Mada
3 2019 Pengembangan Automatic Item Generation untuk Replikasi Soal
Peran: Ketua Sumber Dana: Kementrian Pendidikan dan Kebudayaan
4 2019 Pengembangan Automatic Essay Scoring
Peran: Anggota Sumber Dana: Kementrian Pendidikan dan Kebudayaan
5 2018 Aplikasi Event Manager Berbasis Jejaring Sosial
Peran: Ketua Sumber Dana: Kementrian Riset, Teknologi & Pendidikan Tinggi
6 2018 Pengembangan Aplikasi Event Manager Berbasis Jejaring Sosial
Peran: Anggota Sumber Dana: BPPTN BH Universitas Gadjah Mada
7 2018 Pengembangan Automatic Item Generation untuk Replikasi Soal
Peran: Anggota Sumber Dana: Kementrian Pendidikan dan Kebudayaan
8 2018 Pengembangan Automatic Essay Scoring
Peran: Anggota Sumber Dana: Kementrian Pendidikan dan Kebudayaan
# Tahun Publikasi
1 2021 Logistic Regression based Feature Selection and Two-Stage Detection for EEG based Motor Imagery Classification
Jurnal: International Journal of Intelligent Engineering and Systems, vol. 14
2 2020 Enhanced Graph Transforming V2 Algorithm for Non-Simple Graph in Big Data Pre-Processing
Jurnal: IEEE Transactions on Knowledge and Data Engineering, vol. 32
3 2020 Comparing method equivalence class partitioning and boundary value analysis with study case add medi
Jurnal: IOP Conference Series: Materials Science and Engineering, vol. 732
4 2020 The use of decision table for reducing complex rules in software testing
Jurnal: IOP Conference Series: Materials Science and Engineering, vol. 732
5 2020 Automatic Question Generator System Conceptual Model for Mathematic and Geometry Parallel Question Replication
Jurnal: Journal of Physics: Conference Series, vol. 1577
6 2020 Improving normalization method of higher-order neural network in the forecasting of oil production
Jurnal: E3S Web of Conferences, vol. 200
7 2020 A Survey of Learning Style Detection Method using Eye-Tracking and Machine Learning in Multimedia Learning
Jurnal: 2020 International Symposium on Community-Centric Systems, CcS 2020, vol.
8 2020 Automated Item Generation: Model and Development Technique
Jurnal: 7th International Conference on Information Technology, Computer, and Electrical Engineering, ICITAC, vol.
9 2020 Classification of Learning Styles in Multimedia Learning Using Eye-Tracking and Machine Learning
Jurnal: Proceeding - 1st FORTEI-International Conference on Electrical Engineering, FORTEI-ICEE 2020, vol.
10 2020 Improving multi-class EEG-motor imagery classification using two-stage detection on one-versus-one approach
Jurnal: Communications in Science and Technology, vol. 5
11 2019 Performance Improvement of C4.5 Algorithm using Difference Values Nodes in Decision Tree
Jurnal: 2018 6th International Conference on Cyber and IT Service Management, CITSM 2018, vol.
12 2019 Big data analytics: Estimation of destination for users of bus rapid transit (brt) public transporta
Jurnal: Proceeding - 2019 International Conference of Artificial Intelligence and Information Technology, IC, vol.
13 2019 Unsupervised software defect prediction using median absolute deviation threshold based spectral cla
Jurnal: Journal of Big Data, vol. 6
14 2019 Enhancement strict avalanche criterion value in robust S-boxes construction using selected irreducib
Jurnal: Journal of Physics: Conference Series, vol. 1321
15 2019 Comparison of feature weighting in svm performance for sentiment analysis of Jakarta BRT
Jurnal: Journal of Physics: Conference Series, vol. 1196
16 2019 Development and evaluation of adaptive metacognitive scaffolding for algorithm-learning system
Jurnal: IET Software, vol. 13
17 2019 Improved ranking based collaborative filtering using SVD and borda algorithm
Jurnal: Proceeding - 2019 International Conference of Artificial Intelligence and Information Technology, IC, vol.
18 2019 Class Activation Mapping-Based Car Saliency Region and Detection for In-Vehicle Surveillance
Jurnal: IES 2019 - International Electronics Symposium: The Role of Techno-Intelligence in Creating an Open , vol.
19 2019 Quotation extraction from Indonesian online news
Jurnal: 2019 International Conference on Information and Communications Technology, ICOIACT 2019, vol.
20 2019 Handling Imbalance Issue in Hate Speech Classification using Sampling-based Methods
Jurnal: Proceeding - 2019 5th International Conference on Science in Information Technology: Embracing Indus, vol.
21 2019 Classification of Radicalism Content from Twitter Written in Indonesian Language using Long Short Te
Jurnal: ICICOS 2019 - 3rd International Conference on Informatics and Computational Sciences: Accelerating I, vol.
22 2019 Analytical incremental learning for power transformer incipient fault diagnosis based on dissolved gas analysis
Jurnal: Proceedings - 2019 5th International Conference on Science and Technology, ICST 2019, vol.
23 2019 Question classification on question-answer system using bidirectional-LSTM
Jurnal: Proceedings - 2019 5th International Conference on Science and Technology, ICST 2019, vol.
24 2019 Unsupervised software defect prediction using signed Laplacian-based spectral classifier
Jurnal: Soft Computing, vol. 23
25 2018 Geolocation prediction in social media data using text analysis: A review
Jurnal: 2018 International Conference on Information and Communications Technology, ICOIACT 2018, vol. 2018-January
26 2018 Applying rough set theory for filtering large number of coronary artery disease (CAD) rules
Jurnal: Proceedings - 2017 2nd International Conferences on Information Technology, Information Systems and , vol. 2018-January
27 2018 Performance Comparison of Rank Aggregation Using Borda and Copeland in Recommender System
Jurnal: 2018 International Workshop on Big Data and Information Security, IWBIS 2018, vol.
28 2018 Improvement of fusion algorithm using cascade method and implementation on proxy server for replacin
Jurnal: Web Intelligence, vol. 16
29 2018 User-centered design on metacognitive training system: A case in algorithm and data structure course
Jurnal: Proceedings of 2018 10th International Conference on Information Technology and Electrical Engineeri, vol.
30 2018 Narrow window feature extraction for EEG-motor imagery classification using k-NN and voting scheme
Jurnal: International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), vol. 2018-October
31 2018 S-box construction of highly strict avalanche criterion using algebraic technique
Jurnal: Proceedings of the 3rd International Conference on Informatics and Computing, ICIC 2018, vol.
32 2018 Correction to: The replacement of irreducible polynomial and affine mapping for the construction of
Jurnal: Nonlinear Dynamics, vol. 93
33 2018 A classification of Golek Menak Dancer poses based on Learning Vector Quantization (LVQ) and genetic
Jurnal: Journal of Engineering and Applied Sciences, vol. 13
34 2018 Short answer scoring using W-Bleu for regular assessment in vocational high school
Jurnal: International Journal of Innovation and Learning, vol. 24
35 2018 A Framework for Improving Recommendation in Adaptive Metacognitive Scaffolding
Jurnal: Proceedings - 2018 4th International Conference on Science and Technology, ICST 2018, vol.
36 2018 WP-Rank: Rank aggregation based collaborative filtering method in recommender system
Jurnal: International Journal of Engineering and Technology(UAE), vol. 7
37 2018 Developing Multiple Nested Schema to Reduce Data Redundancy in CONoSQLDB Schema
Jurnal: Proceedings of ICAITI 2018 - 1st International Conference on Applied Information Technology and Inno, vol.
38 2018 NRF: Normalized Rating Frequency for Collaborative Filtering Paper
Jurnal: Proceedings of ICAITI 2018 - 1st International Conference on Applied Information Technology and Inno, vol.
39 2018 Impact of matrix factorization and regularization hyperparameter on a recommender system for movies
Jurnal: International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), vol. 2018-October
40 2018 The effect of embedding dimension reduction on increasing LSTM performance for sentiment analysis
Jurnal: 2018 International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 201, vol.
41 2018 The replacement of irreducible polynomial and affine mapping for the construction of a strong S-box
Jurnal: Nonlinear Dynamics, vol. 93
42 2018 Short answer scoring system using automatic reference answer generation and geometric average normal
Jurnal: Education and Information Technologies, vol. 23
43 2018 Random forest weighting based feature selection for C4.5 algorithm on wart treatment selection metho
Jurnal: International Journal on Advanced Science, Engineering and Information Technology, vol. 8
44 2018 Context-based awareness in location recommendation system to enhance recommendation quality: A revie
Jurnal: 2018 International Conference on Information and Communications Technology, ICOIACT 2018, vol. 2018-January
45 2018 Leaves image synthesis using generative adversarial networks with regularization improvement
Jurnal: 2018 International Conference on Information and Communications Technology, ICOIACT 2018, vol. 2018-January
46 2018 Tahani model of fuzzy database for an adaptive metacognitive scaffolding in Hypermedia Learning Envi
Jurnal: Proceedings - 2017 International Conference on Sustainable Information Engineering and Technology, S, vol. 2018-January
47 2018 Enhancing student clustering to generate adaptive metacognitive instructions in learning system for
Jurnal: International Journal of Innovation and Learning, vol. 24
48 2018 On comprehensive analysis of learning algorithms on pedestrian detection using shape features
Jurnal: Journal of Intelligent and Fuzzy Systems, vol. 35
49 2017 Smartway: A predictive model for traffic management decision
Jurnal: Proceedings of 2016 8th International Conference on Information Technology and Electrical Engineerin, vol.
50 2017 Framework transformation for local information on artificial potential field path planning
Jurnal: Proceedings of 2016 8th International Conference on Information Technology and Electrical Engineerin, vol.
51 2017 Data service orchestration for law enforcement and open criminal justice data interoperability (Nati
Jurnal: Proceeding - 2017 3rd International Conference on Science and Technology-Computer, ICST 2017, vol.
52 2017 Tensor data feature extraction: The result of wayang golek Menak dance capture motion by vector quan
Jurnal: Journal of Engineering and Applied Sciences, vol. 12
53 2017 Profiling and clustering methods for transaction profiling in BRT transaction
Jurnal: 2017 9th International Conference on Information Technology and Electrical Engineering, ICITEE 2017, vol. 2018-January
54 2017 A review on driver drowsiness based on image, bio-signal, and driver behavior
Jurnal: Proceeding - 2017 3rd International Conference on Science and Technology-Computer, ICST 2017, vol.
55 2017 Automatic short answer scoring using words overlapping methods
Jurnal: AIP Conference Proceedings, vol. 1818
56 2017 AES S-box construction using different irreducible polynomial and constant 8-bit vector
Jurnal: 2017 IEEE Conference on Dependable and Secure Computing, vol.
57 2017 Semi-supervised learning approach for Indonesian Named Entity Recognition (NER) using co-training al
Jurnal: Proceeding - 2016 International Seminar on Intelligent Technology and Its Application, ISITIA 2016: , vol.
58 2017 Text classification to detect student level of understanding in prior knowledge activation process
Jurnal: Advanced Science Letters, vol. 23
59 2017 Local information using stereo camera in artificial potential field based path planning
Jurnal: IAENG International Journal of Computer Science, vol. 44
60 2017 Comparison of machine learning algorithms for soil type classification
Jurnal: Proceeding - 2017 3rd International Conference on Science and Technology-Computer, ICST 2017, vol.
61 2017 Automated Short Answer Scoring using Weighted Cosine Coefficient
Jurnal: 2016 IEEE Conference on e-Learning, e-Management and e-Services, IC3e 2016, vol.
62 2017 Enhanced Graph Transforming Algorithm to solve transitive dependency between vertices
Jurnal: Proceedings - International Conference on Signals and Systems, ICSigSys 2017, vol.
63 2017 Deep residual coalesced convolutional network for efficient semantic road segmentation
Jurnal: Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017, vol.
64 2017 Implementation and performance analysis of MPI cluster system in distributed rendering
Jurnal: Proceedings - CYBERNETICSCOM 2016: International Conference on Computational Intelligence and Cybern, vol.
65 2017 Designing gamification framework to support social media application based on game elements and cutt
Jurnal: ICECOS 2017 - Proceeding of 2017 International Conference on Electrical Engineering and Computer Sci, vol.
66 2017 Comparison of distributed K-means and distributed fuzzy C-means algorithms for text clustering
Jurnal: Communications in Science and Technology, vol. 2
67 2017 Machinery equipment early fault detection using Artificial Neural Network based Autoencoder
Jurnal: Proceeding - 2017 3rd International Conference on Science and Technology-Computer, ICST 2017, vol.
68 2016 Modified relevance frequency feature weighting for email spam classification
Jurnal: AIP Conference Proceedings, vol. 1755
69 2016 Cascade neural network for predicting epitope on P24 HIV-1
Jurnal: AIP Conference Proceedings, vol. 1755
70 2016 Recurrent neural network language model for English-Indonesian Machine Translation: Experimental stu
Jurnal: Proceedings - 2015 International Conference on Science in Information Technology: Big Data Spectrum , vol.
71 2016 Stemming influence on similarity detection of abstract written in Indonesia
Jurnal: Telkomnika (Telecommunication Computing Electronics and Control), vol. 14
72 2016 An evaluation of Twitter river and Logstash performances as elasticsearch inputs for social media an
Jurnal: Proceedings of 2015 International Conference on Information and Communication Technology and Systems, vol.
73 2016 An integrated artificial potential field path planning with kinematic control for nonholonomic mobil
Jurnal: International Journal on Advanced Science, Engineering and Information Technology, vol. 6
74 2016 Adult image classifiers based on face detection using Viola-Jones method
Jurnal: Proceeding of 2015 1st International Conference on Wireless and Telematics, ICWT 2015, vol.
75 2016 Comparison analysis of data mining methodology and student performance improvement influence factors
Jurnal: Proceedings - 2015 International Conference on Science in Information Technology: Big Data Spectrum , vol.
76 2016 Analytical incremental learning: Fast constructive learning method for neural network
Jurnal: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and , vol. 9948 LNCS
77 2016 A novel Q-scanning for convex hull algorithm
Jurnal: Proceedings - Joint International Conference on Electric Vehicular Technology and Industrial, Mechan, vol.
78 2016 Work in progress: Application of unsupervised learning method toward student s metacognition assessm
Jurnal: IEEE Global Engineering Education Conference, EDUCON, vol. 10-13-April-2016
79 2016 A novel of repulsive function on artificial potential field for robot path planning
Jurnal: International Journal of Electrical and Computer Engineering, vol. 6
80 2016 A review of chaff point generation methods for fuzzy vault scheme
Jurnal: Proceedings - 2016 1st International Conference on Information Technology, Information Systems and E, vol.
81 2015 UAV obstacle avoidance using potential field under dynamic environment
Jurnal: ICCEREC 2015 - International Conference on Control, Electronics, Renewable Energy and Communications, vol.
82 2015 Decision support system for stock trading using multiple indicators decision tree
Jurnal: 2014 1st International Conference on Information Technology, Computer, and Electrical Engineering: G, vol.
83 2015 The Comparation of distance-based similarity measure to detection of plagiarism in Indonesian text
Jurnal: Communications in Computer and Information Science, vol. 516
84 2014 Turning decision strategy of dynamic path planning based on curve algorithm
Jurnal: WIT Transactions on Information and Communication Technologies, vol. 53
85 2014 Path planning and formation control via potential function for UAV Quadrotor
Jurnal: 2014 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2014, vol.
86 2014 A Conceptual framework: Dynamic path planning system for simultaneous localization and mapping multi
Jurnal: Advanced Science Letters, vol. 20