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2024
Multi-Temporal Cloud Removal of Satellite Image for Surface Water Segmentation
Suhardiman, Roni Salambue, Andre Sihombing, Ira Maryati, Lia Sadita, Aruni Yasmin Azizah, Zul Indra, Gita Sastria
2024 International Conference on Computer, Control, Informatics and its Applications (IC3INA)
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09 Oct 2024
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doi:10.1109/ic3ina64086.2024.10732147
Comparative Performance of Water Index for Water Segmentation Model Using U-Net Architecture
M. Athallah Dzikri Alhady, Ira Maryati, Roni Salambue, Lia Sadita, Andre Sihombing, Aruni Yasmin Azizah, Zul Indra, Gita Sastria
2024 International Conference on Computer, Control, Informatics and its Applications (IC3INA)
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09 Oct 2024
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doi:10.1109/ic3ina64086.2024.10732848
Demonstration of Ver: View Discovery in the Wild
Kevin Dharmawan, Chirag A. Kawediya, Yue Gong, Zaki Indra Yudhistira, Zhiru Zhu, Sainyam Galhotra, Adila Alfa Krisnadhi, Raul Castro Fernandez
Companion of the 2024 International Conference on Management of Data
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09 Jun 2024
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doi:10.1145/3626246.3654748
Deep Image Deblurring for Non-Uniform Blur: a Comparative Study of Restormer and BANet
Made Prastha Nugraha, Laksmita Rahadianti
Jurnal Ilmu Komputer dan Informasi
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03 Jun 2024
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doi:10.21609/jiki.v17i2.1274
A new family of instance-level loss functions for improving instance-level segmentation and detection of white matter hyperintensities in routine clinical brain MRI
Muhammad Febrian Rachmadi, Michal Byra, Henrik Skibbe
Computers in Biology and Medicine
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01 May 2024
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doi:10.1016/j.compbiomed.2024.108414
Automated Detection of Craniomaxillofacial Fractures From 3D CT Images Using Ensemble Deep Learning-Based Segmentation Models
Muhammad Febrian Rachmadi, Prasetyanugraheni Kreshanti, Margareth Ingrid Anggraeni, Vika Tania, Reyhan Eddy Yunus, Henrik Skibbe
Institute of Electrical and Electronics Engineers (IEEE)
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16 Apr 2024
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doi:10.36227/techrxiv.171328773.30330280/v1
AC-IQuAD: Automatically Constructed Indonesian Question Answering Dataset by Leveraging Wikidata
Kerenza Doxolodeo, Adila Alfa Krisnadhi
Language Resources and Evaluation
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03 Jan 2024
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doi:10.1007/s10579-023-09702-y
Automatic Detection of Students’ Engagement During Online Learning: A Bagging Ensemble Deep Learning Approach
Mayanda Mega Santoni, T. Basaruddin, Kasiyah Junus, Oenardi Lawanto
IEEE Access
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01 Jan 2024
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doi:10.1109/ACCESS.2024.3425820
Zero-Shot Voice Cloning Text-to-Speech for Dysphonia Disorder Speakers
Kurniawati Azizah
IEEE Access
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01 Jan 2024
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doi:10.1109/ACCESS.2024.3396377
MAG-BERT-ARL for Fair Automated Video Interview Assessment
Bimasena Putra, Kurniawati Azizah, Candy Olivia Mawalim, Ikhlasul Akmal Hanif, Sakriani Sakti, Chee Wee Leong, Shogo Okada
IEEE Access
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01 Jan 2024
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doi:10.1109/ACCESS.2024.3473314
Attach-SwiNet: Multimodal Attachment Style Classification Model Based on Non-Verbal Signals
Tusty Nadia Maghfira, T. Basaruddin, Adila Alfa Krisnadhi, Sri Redatin Retno Pudjiati
IEEE Access
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01 Jan 2024
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doi:10.1109/ACCESS.2024.3397608
Time-Distributed Vision Transformer Stacked With Transformer for Heart Failure Detection Based on Echocardiography Video
Mgs M. Luthfi Ramadhan, Adyatma W. A. Nugraha Yudha, Muhammad Febrian Rachmadi, Kevin Moses Hanky Jr Tandayu, Lies Dina Liastuti, Wisnu Jatmiko
IEEE Access
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01 Jan 2024
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doi:10.1109/ACCESS.2024.3510774
2023
The Indonesian Young-Adult Attachment (IYAA): An audio-video dataset for behavioral young-adult attachment assessment
Tusty Nadia Maghfira, Adila Alfa Krisnadhi, T. Basaruddin, Sri Redatin Retno Pudjiati
Data in Brief
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01 Oct 2023
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doi:10.1016/j.dib.2023.109599
MATH: A Deep Learning Approach in QSAR for Estrogen Receptor Alpha Inhibitors
Rizki Triyani Pusparini, Adila Alfa Krisnadhi, Firdayani
Molecules
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03 Aug 2023
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doi:10.3390/molecules28155843
Multimodal SuperCon: classifier for drivers of deforestation in Indonesia
Bella Septina Ika Hartanti, Valentino Vito, Aniati Murni Arymurthy, Adila Alfa Krisnadhi, Andie Setiyoko
Journal of Applied Remote Sensing
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31 Jul 2023
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doi:10.1117/1.JRS.17.036502
Local and long-distance organization of prefrontal cortex circuits in the marmoset brain
Akiya Watakabe, Henrik Skibbe, Ken Nakae, Hiroshi Abe, Noritaka Ichinohe, …, Junichi Hata, David C. Van Essen, Hideyuki Okano, Shin Ishii, Tetsuo Yamamori
Neuron
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01 Jul 2023
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doi:10.1016/j.neuron.2023.04.028
Differences in syntactic and semantic analysis based on machine learning algorithms in prodromal psychosis and normal adolescents
Khamelia Malik, I Gusti Agung Ayu Widyarini, Fransiska Kaligis, AAAA Kusumawardhani, Prasandhya Astagiri Yusuf, Adila Alfa Krisnadhi, Oskar Riandi, Arierta Pujitresnani
Asian Journal of Psychiatry
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01 Jul 2023
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doi:10.1016/j.ajp.2023.103633
A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging
Charissa Poon, Petteri Teikari, Muhammad Febrian Rachmadi, Henrik Skibbe, Kullervo Hynynen
Scientific Data
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17 Mar 2023
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doi:10.1038/s41597-023-02048-8
Convolutional Neural Network Model based Students’ Engagement Detection in Imbalanced DAiSEE Dataset
Mayanda Mega Santoni, T. Basaruddin, Kasiyah Junus
International Journal of Advanced Computer Science and Applications
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01 Jan 2023
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doi:10.14569/IJACSA.2023.0140371
Replicable Benchmarking of Neural Machine Translation (NMT) on Low-Resource Local Languages in Indonesia
Lucky Susanto, Ryandito Diandaru, Adila Krisnadhi, Ayu Purwarianti, Derry Wijaya
arXiv
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01 Jan 2023
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doi:10.48550/arXiv.2311.00998
Towards Robust Underwater Image Enhancement
Jahroo Nabila Marvi, Laksmita Rahadianti
Communications in Computer and Information Science
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01 Jan 2023
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doi:10.1007/978-981-99-0405-1_15
2022
Translating SIBI (Sign System for Indonesian Gesture) Gesture-to-Text in Real-Time using a Mobile Device
Misael Jonathan, Erdefi Rakun
Journal of ICT Research and Applications
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31 Dec 2022
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doi:10.5614/itbj.ict.res.appl.2022.16.3.5
Prediction of white matter hyperintensities evolution one-year post-stroke from a single-point brain MRI and stroke lesions information
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna Wardlaw, Henrik Skibbe
Cold Spring Harbor Laboratory
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16 Dec 2022
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doi:10.1101/2022.12.14.520239
Solving Complex Background Problem Using RetinaNet for Sign System for Indonesian Language (SIBI) Gesture-to-Text Translator
Median Hardiv Nugraha, Erdefi Rakun
2022 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
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01 Oct 2022
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doi:10.1109/icacsis56558.2022.9923450
IndoKEPLER, IndoWiki, and IndoLAMA: A Knowledge-enhanced Language Model, Dataset, and Benchmark for the Indonesian Language
Inigo Ramli, Adila Alfa Krisnadhi, Radityo Eko Prasojo
2022 7th International Workshop on Big Data and Information Security (IWBIS)
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01 Oct 2022
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doi:10.1109/IWBIS56557.2022.9924844
Controllable Abstractive Summarization Using Multilingual Pretrained Language Model
Sugiri, Radityo Eko Prasojo, Adila Alfa Krisnadhi
2022 10th International Conference on Information and Communication Technology (ICoICT)
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02 Aug 2022
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doi:10.1109/ICoICT55009.2022.9914846
MiniVess: A dataset of rodent cerebrovasculature from in vivo multiphoton fluorescence microscopy imaging
Charissa Poon, Petteri Teikari, Muhammad Febrian Rachmadi, Henrik Skibbe, Kullervo Hynynen
Cold Spring Harbor Laboratory
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20 Jul 2022
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doi:10.1101/2022.07.19.500542
Improving Recognition of SIBI Gesture by Combining Skeleton and Hand Shape Features
Erdefi Rakun, Noer FP Setyono
Jurnal Ilmu Komputer dan Informasi
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02 Jul 2022
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doi:10.21609/JIKI.V15I2.1014
A better entity detection of question for knowledge graph question answering through extracting position-based patterns
Mohammad Yani, Adila Alfa Krisnadhi, Indra Budi
Journal of Big Data
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17 Jun 2022
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doi:10.1186/s40537-022-00631-1
Word recognition and automated epenthesis removal for Indonesian sign system sentence gestures
Erdefi Rakun, I Gusti Bagus Hadi Widhinugraha, Noer Fitria Putra Setyono
Indonesian Journal of Electrical Engineering and Computer Science
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01 Jun 2022
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doi:10.11591/ijeecs.v26.i3.pp1402-1414
End-to-End Multi-Resolution 3D Capsule Network for People Action Detection
Mohamad Ivan Fanany, Ahmad Arinaldi
International Journal of Pattern Recognition and Artificial Intelligence
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13 May 2022
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doi:10.1142/S0218001422550151
A Non-Uniform Continuous Cellular Automata for Analyzing and Predicting the Spreading Patterns of COVID-19
Puspa Eosina, Aniati Murni Arymurthy, Adila Alfa Krisnadhi
Big Data and Cognitive Computing
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24 Apr 2022
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doi:10.3390/bdcc6020046
SIBI (Sign System Indonesian Language) Text-to-3D Animation Translation Mobile Application
Erdefi Rakun, Sultan Muzahidin, IGM Surya A. Darmana, Wikan Setiaji
International Journal of Advanced Computer Science and Applications
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01 Jan 2022
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doi:10.14569/ijacsa.2022.0130950
Transfer Learning, Style Control, and Speaker Reconstruction Loss for Zero-Shot Multilingual Multi-Speaker Text-to-Speech on Low-Resource Languages
Kurniawati Azizah, Wisnu Jatmiko
IEEE Access
·
01 Jan 2022
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doi:10.1109/ACCESS.2022.3141200
Transformation-Equivariant Representation Learning with Barber-Agakov and InfoNCE Mutual Information Estimation
Marshal Sinaga, T. Basarrudin, Adila Krisnadhi
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods
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01 Jan 2022
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doi:10.5220/0010880400003122
2021
Extreme Multilabel Text Classification on Indonesian Tax Court Ruling using Single Channel CNN and IndoBERT Embedding
Isnaini Nurul Khasanah, Adila Alfa Krisnadhi
2021 6th International Workshop on Big Data and Information Security (IWBIS)
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23 Oct 2021
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doi:10.1109/IWBIS53353.2021.9631855
Evaluation of the quality indicators in dehazed images: Color, contrast, naturalness, and visual pleasingness
Laksmita Rahadianti, Aruni Yasmin Azizah, Hilda Deborah
Heliyon
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01 Sep 2021
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doi:10.1016/j.heliyon.2021.e08038
Facial Emotion Generation using StarGAN with Differentiable Augmentation
Wava Carissa Putri, Tjan Basaruddin
2021 4th International Conference on Signal Processing and Machine Learning
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18 Aug 2021
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doi:10.1145/3483207.3483218
Determining subject headings of documents using information retrieval models
Evi Yulianti, Laksmita Rahadianti
Indonesian Journal of Electrical Engineering and Computer Science
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01 Aug 2021
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doi:10.11591/ijeecs.v23.i2.pp1049-1058
Challenges, Techniques, and Trends of Simple Knowledge Graph Question Answering: A Survey
Mohammad Yani, Adila Alfa Krisnadhi
Information
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30 Jun 2021
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doi:10.3390/info12070271
Chapter 13. A Pattern-Based Enrichment of Wikidata from Open Data Using OD2WD
Muhammad Faiz, Gibran M.F. Wisesa, Adila A. Krisnadhi, Fariz Darari
Studies on the Semantic Web
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07 May 2021
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doi:10.3233/SSW210016
Single Image Dehazing Using Deep Learning
Cahyo Adhi Hartanto, Laksmita Rahadianti
JOIV : International Journal on Informatics Visualization
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22 Mar 2021
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doi:10.30630/joiv.5.1.431
3D Information from Scattering Media Images
Laksmita Rahadianti
Jurnal Ilmu Komputer dan Informasi
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28 Feb 2021
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doi:10.21609/jiki.v14i1.963
Learning GANs in Simultaneous Game Using Sinkhorn With Positive Features
Risman Adnan, Muchlisin Adi Saputra, Junaidillah Fadlil, Martianus Frederic Ezerman, Muhamad Iqbal, Tjan Basaruddin
IEEE Access
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01 Jan 2021
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doi:10.1109/ACCESS.2021.3120128
Convergence of Non-Convex Non-Concave GANs Using Sinkhorn Divergence
Risman Adnan, Muchlisin Adi Saputra, Junaidillah Fadlil, Martianus Frederic Ezerman, Muhamad Iqbal, Tjan Basaruddin
IEEE Access
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01 Jan 2021
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doi:10.1109/ACCESS.2021.3074943
Probabilistic Deep Learning with Adversarial Training and Volume Interval Estimation - Better Ways to Perform and Evaluate Predictive Models for White Matter Hyperintensities Evolution
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Rizal Maulana, Joanna Wardlaw, Stephen Makin, Henrik Skibbe
Lecture Notes in Computer Science
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01 Jan 2021
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doi:10.1007/978-3-030-87602-9_16
2020
Simultaneous Gradient Descent-Ascent for GANs Minimax Optimization using Sinkhorn Divergence
Risman Adnan, Muchlisin Adi Saputra, Junaidillah Fadlil, Muhamad Iqbal, Tjan Basaruddin
2020 2nd International Conference on Artificial Intelligence, Robotics and Control
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12 Dec 2020
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doi:10.1145/3448326.3448328
Adjusting Indonesian Multiword Expression Annotation to the Penn Treebank Format
Jessica Naraiswari Arwidarasti, Ika Alfina, Adila Alfa Krisnadhi
2020 International Conference on Asian Language Processing (IALP)
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04 Dec 2020
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doi:10.1109/IALP51396.2020.9310479
Audio Feature Extraction on SIBI Dataset for Speech Recognition
Ruhush Shoalihin, Erdefi Rakun
2020 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS)
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19 Nov 2020
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doi:10.1109/ICIMCIS51567.2020.9354290
Label Selection of Inflectional Word Gestures for Indonesian Sign System known as SIBI (Sistem Isyarat Bahasa Indonesia)
Keumala Anggraini, Erdefi Rakun
2020 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
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17 Oct 2020
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doi:10.1109/ICACSIS51025.2020.9263206
Fast Ellipse Fitting Implementation on USG Mobile Telehealth Application
Made Wira Dhanar Santika, Muhammad Anwar Ma’sum, Aria Kekalih, Alhadi Bustamam, Adila Alfa Krisnadhi, Noor Akhmad Setiawan, I Made Agus Dwi Suarjaya, Adi Nurhadiyatna, Wisnu Jatmiko
2020 International Workshop on Big Data and Information Security (IWBIS)
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17 Oct 2020
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doi:10.1109/IWBIS50925.2020.9255617
Proxy-based Losses and Pair-based Losses for Face Image Retrieval
Muhammad Ramadiansyah, Laksmita Rahadianti
2020 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
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17 Oct 2020
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doi:10.1109/icacsis51025.2020.9263132
Depth Estimation from Single Hazy Images with 2-Phase Training
Laksmita Rahadianti, Fumihiko Sakaue, Jun Sato
2020 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
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17 Oct 2020
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doi:10.1109/icacsis51025.2020.9263244
An Introductory Study on Image Quality of Dehazed Images
Aruni Yasmin Azizah, Laksmita Rahadianti, Hilda Deborah
2020 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
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17 Oct 2020
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doi:10.1109/icacsis51025.2020.9263131
Text-Driven Talking Head Using Dynamic Viseme and DFFD for SIBI
Sultan Muzahidin, Erdefi Rakun
2020 7th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE)
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24 Sep 2020
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doi:10.1109/ICITACEE50144.2020.9239201
Generating of SIBI Animated Gestures from Indonesian Text
E. Rakun, I.S.A. Darmana
2020 The 4th International Conference on Education and Multimedia Technology
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19 Jul 2020
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doi:10.1145/3416797.3416822
GeoLink Data Set: A Complex Alignment Benchmark from Real-world Ontology
Lu Zhou, Michelle Cheatham, Adila Krisnadhi, Pascal Hitzler
Data Intelligence
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01 Jul 2020
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doi:10.1162/dint_a_00054
Automatic spatial estimation of white matter hyperintensities evolution in brain MRI using disease evolution predictor deep neural networks
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna Wardlaw, Taku Komura
Medical Image Analysis
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01 Jul 2020
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doi:10.1016/j.media.2020.101712
Infant cry classification using CNN – RNN
Tusty Nadia Maghfira, T. Basaruddin, Adila Krisnadhi
Journal of Physics: Conference Series
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01 Apr 2020
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doi:10.1088/1742-6596/1528/1/012019
Capturing cultural heritage in East Asia and Oceania
Sally Jo Cunningham, Fariz Darari, Adila Krisnadhi, Annika Hinze
Communications of the ACM
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20 Mar 2020
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doi:10.1145/3378548
Minimax Approach for Semivariogram Fitting in Ordinary Kriging
Andie Setiyoko, T. Basaruddin, Aniati Murni Arymurthy
IEEE Access
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01 Jan 2020
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doi:10.1109/ACCESS.2020.2991428
Hierarchical Transfer Learning for Multilingual, Multi-Speaker, and Style Transfer DNN-Based TTS on Low-Resource Languages
Kurniawati Azizah, Mirna Adriani, Wisnu Jatmiko
IEEE Access
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01 Jan 2020
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doi:10.1109/ACCESS.2020.3027619
2019
Recognizing fingerspelling in SIBI (sistem isyarat bahasa Indonesia) using OpenPose and elliptical fourier descriptor
Nanda Maulina Firdaus, Erdefi Rakun
Proceedings of the 1st International Conference on Advanced Information Science and System
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15 Nov 2019
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doi:10.1145/3373477.3373491
The Fuzzy Emotion Recognition Framework Using Semantic-Linguistic Facial Features
Dewi Yanti Liliana, T. Basaruddin
2019 IEEE R10 Humanitarian Technology Conference (R10-HTC)(47129)
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01 Nov 2019
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doi:10.1109/R10-HTC47129.2019.9042442
Converting an Indonesian Constituency Treebank to the Penn Treebank Format
Jessica Naraiswari Arwidarasti, Ika Alfina, Adila Alfa Krisnadhi
2019 International Conference on Asian Language Processing (IALP)
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01 Nov 2019
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doi:10.1109/IALP48816.2019.9037723
Indonesian Language Sign System (SIBI) Recognition Using Threshold Conditional Random Fields
I. Gusti Bagus Hadi Widhinugraha, Erdefi Rakun
Proceedings of the 2019 8th International Conference on Computing and Pattern Recognition
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23 Oct 2019
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doi:10.1145/3373509.3373591
Recognizing Word Gesture in Sign System for Indonesian Language (SIBI) Sentences Using DeepCNN and BiLSTM
Noer Fitria Putra Setyono, Erdefi Rakun
2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)
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01 Oct 2019
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doi:10.1109/ICACSIS47736.2019.8979772
Open Tridharma: A Framework for Digital Openness in Higher Education
Fariz Darari, Garry Gumelar Pratama, Adila Krisnadhi
2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)
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01 Oct 2019
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doi:10.1109/ICACSIS47736.2019.8979901
Improving Deep Learning Classifier for Fetus Hypoxia Detection in Cardiotocography Signal
M. Anwar Ma’sum, P Riskyana Dewi Intan, Wisnu Jatmiko, Adila Alfa Krisnadhi, Noor Akhmad Setiawan, I Made Agus Dwi Suarjaya
2019 International Workshop on Big Data and Information Security (IWBIS)
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01 Oct 2019
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doi:10.1109/IWBIS.2019.8935835
Wikidata Completeness Profiling Using ProWD
Avicenna Wisesa, Fariz Darari, Adila Krisnadhi, Werner Nutt, Simon Razniewski
Proceedings of the 10th International Conference on Knowledge Capture
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23 Sep 2019
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doi:10.1145/3360901.3364425
DEM fusion concept based on the LS-SVM cokriging method
Andie Setiyoko, Aniati Murni Arymurthy, T Basaruddin
International Journal of Image and Data Fusion
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13 Sep 2019
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doi:10.1080/19479832.2019.1664647
Automatic Spatial Estimation of White Matter Hyperintensities Evolution in Brain MRI using Disease Evolution Predictor Deep Neural Networks
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna Wardlaw, Taku Komura
Cold Spring Harbor Laboratory
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19 Aug 2019
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doi:10.1101/738641
Semivariogram fitting based on SVM and GPR for DEM interpolation
A Setiyoko, A M Arymurthy, T Basaruddin, R Arief
IOP Conference Series: Earth and Environmental Science
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01 Aug 2019
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doi:10.1088/1755-1315/311/1/012076
Recognizing The Components of Inflectional Word Gestures in Indonesian Sign System known as SIBI (Sistem Isyarat Bahasa Indonesia) by using Lip Motion
Keumala Anggraini, Erdefi Rakun, Lim Yohanes Stefanus
2019 International Conference on Electrical Engineering and Informatics (ICEEI)
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01 Jul 2019
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doi:10.1109/ICEEI47359.2019.8988806
Fuzzy emotion: a natural approach to automatic facial expression recognition from psychological perspective using fuzzy system
Dewi Yanti Liliana, T. Basaruddin, M. Rahmat Widyanto, Imelda Ika Dian Oriza
Cognitive Processing
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17 Jun 2019
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doi:10.1007/s10339-019-00923-0
Predicting the Evolution of White Matter Hyperintensities in Brain MRI using Generative Adversarial Networks and Irregularity Map
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna M. Wardlaw, Taku Komura
Cold Spring Harbor Laboratory
·
06 Jun 2019
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doi:10.1101/662692
Human Skeleton Feature Extraction from 2-Dimensional Video of Indonesian Language Sign System (SIBI [Sistem Isyarat Bahasa Indonesia]) Gestures
Aulia Astrico Pratama, Erdefi Rakun, Dadan Hardianto
Proceedings of the 2019 5th International Conference on Computing and Artificial Intelligence
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19 Apr 2019
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doi:10.1145/3330482.3330484
Generating of Sign System for Bahasa Indonesia (SIBI) Root Word Gestures Using Deep Temporal Sigmoid Belief Network
Igm Surya A. Darmana, Erdefi Rakun
Proceedings of the 2019 5th International Conference on Computing and Artificial Intelligence
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19 Apr 2019
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doi:10.1145/3330482.3330494
Dilated Saliency U-Net for White Matter Hyperintensities Segmentation using Irregularity Age Map
Yunhee Jeong, Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Cold Spring Harbor Laboratory
·
14 Feb 2019
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doi:10.1101/550517
Evaluation of Enhanced Learning Techniques for Segmenting Ischaemic Stroke Lesions in Brain Magnetic Resonance Perfusion Images using a Convolutional Neural Network Scheme
Carlos Uziel Perez Malla, Maria del C. Valdes Hernandez, Muhammad Febrian Rachmadi, Taku Komura
Cold Spring Harbor Laboratory
·
08 Feb 2019
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doi:10.1101/544858
Recognizing Indonesian Sign Language Gestures Using Features Generated by Elliptical Model Tracking and Angular Projection
Drianka Mahdy Adimas, Erdefi Rakun, Dadan Hardianto
2019 2nd International Conference on Intelligent Autonomous Systems (ICoIAS)
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01 Feb 2019
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doi:10.1109/ICoIAS.2019.00011
Feature Extraction from Smartphone Images by Using Elliptical Fourier Descriptor, Centroid and Area for Recognizing Indonesian Sign Language SIBI (Sistem Isyarat Bahasa Indonesia)
Mohamad Harits Nur Fauzan, Erdefi Rakun, Dadan Hardianto
2019 2nd International Conference on Intelligent Autonomous Systems (ICoIAS)
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01 Feb 2019
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doi:10.1109/ICoIAS.2019.00008
Face Reconstruction with Generative Adversarial Network
Dino Hariatma Putra, T. Basaruddin
Proceedings of the 3rd International Conference on Machine Learning and Soft Computing
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25 Jan 2019
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doi:10.1145/3310986.3311008
Evaluation Study of Unsupervised Face-to-Face Translation using Generative Adversarial Networks
Muhamad Iqbal, Risman Adnan, M. Rahmat Widyanto, T. Basaruddin
Proceedings of the 3rd International Conference on Machine Learning and Soft Computing
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25 Jan 2019
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doi:10.1145/3310986.3311007
Enhancing Facial Component Analysis
Siska Pebiana, M. Rahmat Widyanto, T. Basaruddin, Dewi Yanti Liliana
Proceedings of the 2nd International Conference on Software Engineering and Information Management
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10 Jan 2019
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doi:10.1145/3305160.3305174
An Overview of Learning Algorithms and Inference Techniques on Restricted Boltzmann Machines (RBMs)
Esti Merindasari, M. Rahmat Widyanto, T. Basaruddin
Proceedings of the 2nd International Conference on Software Engineering and Information Management
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10 Jan 2019
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doi:10.1145/3305160.3305194
A Method for Automatically Generating Schema Diagrams for OWL Ontologies
Cogan Shimizu, Aaron Eberhart, Nazifa Karima, Quinn Hirt, Adila Krisnadhi, Pascal Hitzler
Communications in Computer and Information Science
·
01 Jan 2019
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doi:10.1007/978-3-030-21395-4_11
Predicting the Evolution of White Matter Hyperintensities in Brain MRI Using Generative Adversarial Networks and Irregularity Map
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Stephen Makin, Joanna M. Wardlaw, Taku Komura
Lecture Notes in Computer Science
·
01 Jan 2019
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doi:10.1007/978-3-030-32248-9_17
2018
The Indonesian Mixed Emotion Dataset (IMED)
Dewi Yanti Liliana, T. Basaruddin, Imelda Ika Dian Oriza
Proceedings of the 2018 International Conference on Artificial Intelligence and Virtual Reality
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23 Nov 2018
·
doi:10.1145/3293663.3293671
Sign Language System for Bahasa Indonesia (Known as SIBI) Recognizer using TensorFlow and Long Short-Term Memory
Kustiawanto Halim, Erdefi Rakun
2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Oct 2018
·
doi:10.1109/ICACSIS.2018.8618134
Geometric Facial Components Feature Extraction for Facial Expression Recognition
Dewi Yanti Liliana, M. Rahmat Widyanto, T. Basaruddin
2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Oct 2018
·
doi:10.1109/ICACSIS.2018.8618248
Review of Automatic Emotion Recognition Through Facial Expression Analysis
Dewi Yanti Liliana, T. Basaruddin
2018 International Conference on Electrical Engineering and Computer Science (ICECOS)
·
01 Oct 2018
·
doi:10.1109/ICECOS.2018.8605222
Face Recognition Using Complex Valued Backpropagation
Zumrotun Nafisah, Febrian Rachmadi, Elly Matul Imah
Jurnal Ilmu Komputer dan Informasi
·
29 Jun 2018
·
doi:10.21609/jiki.v11i2.617
Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression using Irregularity Age Map in Brain MRI
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Cold Spring Harbor Laboratory
·
12 Jun 2018
·
doi:10.1101/345033
Segmentation of white matter hyperintensities using convolutional neural networks with global spatial information in routine clinical brain MRI with none or mild vascular pathology
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Maria Leonora Fatimah Agan, Carol Di Perri, Taku Komura
Computerized Medical Imaging and Graphics
·
01 Jun 2018
·
doi:10.1016/j.compmedimag.2018.02.002
Limited One-time Sampling Irregularity Map (LOTS-IM): Automatic Unsupervised Quantitative Assessment of White Matter Hyperintensities in Structural Brain Magnetic Resonance Images
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Hongwei Li, Ricardo Guerrero, Rozanna Meijboom, Stewart Wiseman, Adam Waldman, Jianguo Zhang, Daniel Rueckert, Taku Komura
Cold Spring Harbor Laboratory
·
31 May 2018
·
doi:10.1101/334292
Time Performance Analysis of Multi-CPU and Multi-GPU in Big Data Clustering Computation
Widiarto Adiyoso, Adila Krisnadhi, Ari Wibisono, Sumarsih Condroayu Purbarani, Anindhita Dwi Saraswati, Annissa Fildzah Rafi Putri, Ibad Rahadian Saladdin, S. Reyneta Carissa Anwar
2018 International Workshop on Big Data and Information Security (IWBIS)
·
01 May 2018
·
doi:10.1109/IWBIS.2018.8471715
Improving Principal Component Analysis Performance for Reducing Spectral Dimension in Hyperspectral Image Classification
Dewa Made Sri Arsa, H. R. Sanabila, M. Febrian Rachmadi, Ahmad Gamal, Wisnu Jatmiko
2018 International Workshop on Big Data and Information Security (IWBIS)
·
01 May 2018
·
doi:10.1109/IWBIS.2018.8471705
The GeoLink knowledge graph
Michelle Cheatham, Adila Krisnadhi, Reihaneh Amini, Pascal Hitzler, Krzysztof Janowicz, Adam Shepherd, Tom Narock, Matt Jones, Peng Ji
Big Earth Data
·
03 Apr 2018
·
doi:10.1080/20964471.2018.1469291
Recognition of Sign Language System for Indonesian Language Using Long Short-Term Memory Neural Networks
Erdefi Rakun, Aniati M Arymurthy, Lim Y Stefanus, Alfan F Wicaksono, I. Wayan W Wisesa
Advanced Science Letters
·
01 Feb 2018
·
doi:10.1166/ASL.2018.10675
Multimedia Content Development as a Facial Expression Datasets for Recognition of Human Emotions
N E Mamonto, H Maulana, D Y Liliana, T Basaruddin
IOP Conference Series: Materials Science and Engineering
·
01 Feb 2018
·
doi:10.1088/1757-899X/306/1/012050
Rule-based OWL Modeling with ROWLTab Protege Plugin
Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler
arXiv
·
01 Jan 2018
·
doi:10.48550/arxiv.1808.10108
OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming
Md. Kamruzzaman Sarker, Adila A. Krisnadhi, Pascal Hitzler
arXiv
·
01 Jan 2018
·
doi:10.48550/arxiv.1808.10105
Modeling OWL with Rules: The ROWL Protege Plugin
Md. Kamruzzaman Sarker, David Carral, Adila A. Krisnadhi, Pascal Hitzler
arXiv
·
01 Jan 2018
·
doi:10.48550/arxiv.1808.10104
A Complex Alignment Benchmark: GeoLink Dataset
Lu Zhou, Michelle Cheatham, Adila Krisnadhi, Pascal Hitzler
Lecture Notes in Computer Science
·
01 Jan 2018
·
doi:10.1007/978-3-030-00668-6_17
A Tutorial on Modular Ontology Modeling with Ontology Design Patterns: The Cooking Recipes Ontology
Pascal Hitzler, Adila Krisnadhi
arXiv
·
01 Jan 2018
·
doi:10.48550/arxiv.1808.08433
Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression Using Irregularity Age Map in Brain MRI
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Lecture Notes in Computer Science
·
01 Jan 2018
·
doi:10.1007/978-3-030-00320-3_11
Automatic Irregular Texture Detection in Brain MRI Without Human Supervision
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Lecture Notes in Computer Science
·
01 Jan 2018
·
doi:10.1007/978-3-030-00931-1_58
2017
A Systematic Literature Review on Combining Ontology with Bayesian Network to Support Logical and Probabilistic Reasoning
Foni Agus Setiawan, Eko K. Budiardjo, T. Basaruddin, Siti Aminah
Proceedings of the 2017 International Conference on Software and e-Business
·
28 Dec 2017
·
doi:10.1145/3178212.3178223
Nonlinear Fuzzy Robust PCA on Shape Modelling of Active Appearance Model for Facial Expression Recognition
Nunik Pratiwi, M. Rahmat Widyanto, T. Basaruddin, Dewi Yanti Liliana
Proceedings of the International Conference on Video and Image Processing
·
27 Dec 2017
·
doi:10.1145/3177404.3177444
Deep Learning vs. Conventional Machine Learning: Pilot Study of WMH Segmentation in Brain MRI with Absence or Mild Vascular Pathology
Muhammad Rachmadi, Maria Valdés-Hernández, Maria Agan, Taku Komura
Journal of Imaging
·
14 Dec 2017
·
doi:10.3390/jimaging3040066
Depth Estimation for Hazy Images Using Deep Learning
Laksmita Rahadianti, Fumihiko Sakaue, Jun Sato
2017 4th IAPR Asian Conference on Pattern Recognition (ACPR)
·
01 Nov 2017
·
doi:10.1109/ACPR.2017.100
Differentially private optimization algorithms for deep neural networks
Roan Gylberth, Risman Adnan, Setiadi Yazid, T. Basaruddin
2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Oct 2017
·
doi:10.1109/ICACSIS.2017.8355063
Voxel-based irregularity age map (IAM) for brain's white matter hyperintensities in MRI
Muhammad Febrian Rachmadi, Maria del C. Valdes-Hernandez, Taku Komura
2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Oct 2017
·
doi:10.1109/ICACSIS.2017.8355053
Optimization of Stacked Unsupervised Extreme Learning Machine to improve classifier performance
Dewa Made Sri Arsa, M. Anwar Ma’sum, Muhammad Febrian Rachmadi, Wisnu Jatmiko
2017 International Workshop on Big Data and Information Security (IWBIS)
·
01 Sep 2017
·
doi:10.1109/IWBIS.2017.8275104
Mix Emotion Recognition from Facial Expression using SVM-CRF Sequence Classifier
Dewi Yanti Liliana, Chan Basaruddin, M. Rahmat Widyanto
Proceedings of the 1st International Conference on Algorithms, Computing and Systems
·
10 Aug 2017
·
doi:10.1145/3127942.3127958
Shape analysis using generalized procrustes analysis on Active Appearance Model for facial expression recognition
Desy Komalasari, M. Rahmat Widyanto, T. Basaruddin, Dewi Yanti Liliana
2017 International Conference on Electrical Engineering and Computer Science (ICECOS)
·
01 Aug 2017
·
doi:10.1109/ICECOS.2017.8167123
A review on conditional random fields as a sequential classifier in machine learning
Dewi Yanti Liliana, Chan Basaruddin
2017 International Conference on Electrical Engineering and Computer Science (ICECOS)
·
01 Aug 2017
·
doi:10.1109/ICECOS.2017.8167121
An Ontology Design Pattern and its use case for modeling material transformation
Charles F. Vardeman, Adila A. Krisnadhi, Michelle Cheatham, Krzysztof Janowicz, Holly Ferguson, Pascal Hitzler, Aimee P.C. Buccellato
Semantic Web
·
06 Apr 2017
·
doi:10.3233/SW-160231
Ontology-Based Approach for Academic Evaluation System
Siti Aminah, Iis Afriyanti, Adila Krisnadhi
2017 IEEE 33rd International Conference on Data Engineering (ICDE)
·
01 Apr 2017
·
doi:10.1109/ICDE.2017.229
Enhancing CNN with Preprocessing Stage in Automatic Emotion Recognition
Diah Anggraeni Pitaloka, Ajeng Wulandari, T. Basaruddin, Dewi Yanti Liliana
Procedia Computer Science
·
01 Jan 2017
·
doi:10.1016/j.procs.2017.10.038
Rule-Based OWL Modeling with ROWLTab Protégé Plugin
Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler
Lecture Notes in Computer Science
·
01 Jan 2017
·
doi:10.1007/978-3-319-58068-5_26
Time-to-Contact in Scattering Media
Laksmita RAHADIANTI, Wooseong JEONG, Fumihiko SAKAUE, Jun SATO
IEICE Transactions on Information and Systems
·
01 Jan 2017
·
doi:10.1587/transinf.2016EDP7230
[Paper] Time-to-Contact in Scattering Media Environments based on Statistical Priors
Laksmita Rahadianti, Fumihiko Sakaue, Jun Sato
ITE Transactions on Media Technology and Applications
·
01 Jan 2017
·
doi:10.3169/mta.5.147
Evaluation of Four Supervised Learning Schemes in White Matter Hyperintensities Segmentation in Absence or Mild Presence of Vascular Pathology
Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Maria Leonora Fatimah Agan, Taku Komura
Communications in Computer and Information Science
·
01 Jan 2017
·
doi:10.1007/978-3-319-60964-5_42
2016
Human emotion recognition based on active appearance model and semi-supervised fuzzy C-means
Dewi Yanti Liliana, M. Rahmat Widyanto, T. Basaruddin
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Oct 2016
·
doi:10.1109/ICACSIS.2016.7872744
Vehicle traffic monitoring using single camera and embedded systems
Rindra Wiska, Machmud R Alhamidi, Novian Habibie, Ari Wibisono, Petrus Mursanto, Doni H Ramdhan, M. Febrian Rachmadi, Wisnu Jatmiko
2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Oct 2016
·
doi:10.1109/ICACSIS.2016.7872806
Generalized learning vector quantization particle swarm optimization (GLVQ-PSO) FPGA implementation for real-time electrocardiogram
Yulistiyan Wardhana, Wisnu Jatmiko, M. Febrian Rachmadi
2016 International Workshop on Big Data and Information Security (IWBIS)
·
01 Oct 2016
·
doi:10.1109/IWBIS.2016.7872897
Metaheuristic Algorithms for Convolution Neural Network
L. M. Rasdi Rere, Mohamad Ivan Fanany, Aniati Murni Arymurthy
Computational Intelligence and Neuroscience
·
01 Jan 2016
·
doi:10.1155/2016/1537325
Adaptive Online Sequential ELM for Concept Drift Tackling
Arif Budiman, Mohamad Ivan Fanany, Chan Basaruddin
Computational Intelligence and Neuroscience
·
01 Jan 2016
·
doi:10.1155/2016/8091267
A New Data Representation Based on Training Data Characteristics to Extract Drug Name Entity in Medical Text
Mujiono Sadikin, Mohamad Ivan Fanany, T. Basaruddin
Computational Intelligence and Neuroscience
·
01 Jan 2016
·
doi:10.1155/2016/3483528
On the Capabilities and Limitations of OWL Regarding Typecasting and Ontology Design Pattern Views
Adila A. Krisnadhi, Pascal Hitzler, Krzysztof Janowicz
Lecture Notes in Computer Science
·
01 Jan 2016
·
doi:10.1007/978-3-319-33245-1_11
Time-to-Contact from Underwater Images
Laksmita Rahadianti, Fumihiko Sakaue, Jun Sato
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
·
01 Jan 2016
·
doi:10.5220/0005766106710678
2015
Remote sensing big data utilization for paddy growth stages detection
S. Mulyono, M. Ivan Fanany
2015 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology (ICARES)
·
01 Dec 2015
·
doi:10.1109/ICARES.2015.7429821
Considerations regarding Ontology Design Patterns
Eva Blomqvist, Pascal Hitzler, Krzysztof Janowicz, Adila Krisnadhi, Tom Narock, Monika Solanki
Semantic Web
·
10 Nov 2015
·
doi:10.3233/SW-150202
Sleep stages classification using shallow classifiers
Endang Purnama Giri, Aniati Murni Arymurthy, Mohammad Ivan Fanany, Sastra Kusuma Wijaya
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Oct 2015
·
doi:10.1109/ICACSIS.2015.7415162
Online marginalized linear stacked denoising autoencoders for learning from big data stream
Arif Budiman, Mohamad Ivan Fanany, Chan Basaruddin
2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Oct 2015
·
doi:10.1109/ICACSIS.2015.7415181
A heuristic Hidden Markov Model to recognize inflectional words in sign system for Indonesian language known as SIBI (Sistem Isyarat Bahasa Indonesia)
Erdefi Rakun, Mohammad Ivan Fanany, I Wayan Wiprayoga Wisesa, Andros Tjandra
2015 International Conference on Technology, Informatics, Management, Engineering & Environment (TIME-E)
·
01 Sep 2015
·
doi:10.1109/TIME-E.2015.7389747
Text Preprocessing using Annotated Suffix Tree with Matching Keyphrase
Ionia Veritawati, Ito Wasito, T Basaruddin
International Journal of Electrical and Computer Engineering (IJECE)
·
01 Jun 2015
·
doi:10.11591/ijece.v5i3.pp409-420
A Sparse Encoding Symmetric Machines Pre-Training For Temporal Deep Belief Networks For Motion Analysis And Synthesis
Milyun Ni’ma Shoumi, Mohamad Ivan Fanany
Zenodo
·
10 Feb 2015
·
doi:10.5281/zenodo.34149
Twitter Sentiment to Analyze Net Brand Reputation of Mobile Phone Providers
Nur Azizah Vidya, Mohamad Ivan Fanany, Indra Budi
Procedia Computer Science
·
01 Jan 2015
·
doi:10.1016/j.procs.2015.12.159
Sleep Stages Classification using Shallow Classifiers
Mohammad Ivan Fanany
Unpublished
·
01 Jan 2015
·
doi:10.13140/RG.2.1.1893.0006
Simulated Annealing Algorithm for Deep Learning
L.M. Rasdi Rere, Mohamad Ivan Fanany, Aniati Murni Arymurthy
Procedia Computer Science
·
01 Jan 2015
·
doi:10.1016/j.procs.2015.12.114
Online Marginalized Linear Stacked Denoising Autoencoders for Learning from Big Data Stream
Arif Budiman, Mohamad Ivan Fanany
Unpublished
·
01 Jan 2015
·
doi:10.13140/RG.2.1.1702.5363
Kernel-Based Regularized Learning for Time-Invariant Detection of Paddy Growth Stages from MODIS Data
Sidik Mulyono, Harisno, Mahfudz Amri, M. Ivan Fanany, T. Basaruddin
Lecture Notes in Computer Science
·
01 Jan 2015
·
doi:10.1007/978-3-319-15702-3_50
Distribution-Sensitive Learning on Relevance Vector Machine for Pose-Based Human Gesture Recognition
Vina Ayumi, Mohamad Ivan Fanany
Procedia Computer Science
·
01 Jan 2015
·
doi:10.1016/j.procs.2015.12.160
Cattle Race Classification Using Gray Level Co-occurrence Matrix Convolutional Neural Networks
Mayanda Mega Santoni, Dana Indra Sensuse, Aniati Murni Arymurthy, Mohamad Ivan Fanany
Procedia Computer Science
·
01 Jan 2015
·
doi:10.1016/j.procs.2015.07.525
A Comparison of SVM and RVM for Human Action Recognition
Vina Ayumi, Mohamad Ivan Fanany
Unpublished
·
01 Jan 2015
·
doi:10.13140/RG.2.1.3986.0560
The GeoLink Modular Oceanography Ontology
Adila Krisnadhi, Yingjie Hu, Krzysztof Janowicz, Pascal Hitzler, Robert Arko, …, Margaret O’Brien, Lisa Raymond, Adam Shepherd, Mark Schildhauer, Peter Wiebe
Lecture Notes in Computer Science
·
01 Jan 2015
·
doi:10.1007/978-3-319-25010-6_19
Ontology Pattern Modeling for Cross-Repository Data Integration in the Ocean Sciences: The Oceanographic Cruise Example
Adila A. Krisnadhi, Robert Arko, Suzanne Carbotte, Cynthia Chandler, Michelle Cheatham, …, Krzysztof Janowicz, Thomas Narock, Lisa Raymond, Adam Shepherd, Peter Wiebe
The Semantic Web in Earth and Space Science. Current Status and Future Directions
·
01 Jan 2015
·
doi:10.3233/978-1-61499-501-2-185
Time-to-Contact in Scattering Media
Wooseong Jeong, Laksmita Rahadianti, Fumihiko Sakaue, Jun Sato
Proceedings of the 10th International Conference on Computer Vision Theory and Applications
·
01 Jan 2015
·
doi:10.5220/0005362706580663
2014
Objective keyword selection for lecture video annotation
Ali Shariq Imran, Laksmita Rahadianti, Faouzi Alaya Cheikh, Sule Yildirim Yayilgan
2014 5th European Workshop on Visual Information Processing (EUVIP)
·
01 Dec 2014
·
doi:10.1109/EUVIP.2014.7018378
Stacked Denoising Autoencoder for feature representation learning in pose-based action recognition
Arif Budiman, Mohamad Ivan Fanany, Chan Basaruddin
2014 IEEE 3rd Global Conference on Consumer Electronics (GCCE)
·
01 Oct 2014
·
doi:10.1109/GCCE.2014.7031302
A method for dance motion recognition and scoring using two-layer classifier based on conditional random field and stochastic error-correcting context-free grammar
Yaya Heryadi, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2014 IEEE 3rd Global Conference on Consumer Electronics (GCCE)
·
01 Oct 2014
·
doi:10.1109/GCCE.2014.7031294
Application of metaheuristic algorithms for optimal smartphone-photo enhancement
L. M. Rasdi Rere, M. Ivan Fanany, A. Murni
2014 IEEE 3rd Global Conference on Consumer Electronics (GCCE)
·
01 Oct 2014
·
doi:10.1109/gcce.2014.7031307
The OceanLink project
Tom Narock, Robert Arko, Suzanne Carbotte, Adila Krisnadhi, Pascal Hitzler, …, Adam Shepherd, Cynthia Chandler, Lisa Raymond, Peter Wiebe, Timothy Finin
2014 IEEE International Conference on Big Data (Big Data)
·
01 Oct 2014
·
doi:10.1109/BigData.2014.7004347
Research-in-progress: User experience evaluation of Student Centered E-Learning Environment for computer science program
Harry B. Santoso, R. Yugo K. Isal, T. Basaruddin, Lia Sadita, Martin Schrepp
2014 3rd International Conference on User Science and Engineering (i-USEr)
·
01 Sep 2014
·
doi:10.1109/IUSER.2014.7002676
Constructive, robust and adaptive OS-ELM in human action recognition
Arif Budiman, Mohamad Ivan Fanany, Chan Basaruddin
2014 International Conference on Industrial Automation, Information and Communications Technology
·
01 Aug 2014
·
doi:10.1109/IAICT.2014.6922113
Adaptive DE based on chaotic sequences and random adjustment for image Contrast Enhancement
L. M. Rasdi Rere, M. Ivan Fanany, A. Murni
2014 International Conference of Advanced Informatics: Concept, Theory and Application (ICAICTA)
·
01 Aug 2014
·
doi:10.1109/icaicta.2014.7005944
Artificial Intelligence: Methodology, Systems, and Applications
Lecture Notes in Computer Science
·
01 Jan 2014
·
doi:10.1007/978-3-319-10554-3
2013
Semantic Keyword Selection for Automatic Video Annotation
Ali Shariq Imran, Laksmita Rahadianti, Faouzi Alaya Cheikh, Sule Yildirim Yayilgan
2013 International Conference on Signal-Image Technology & Internet-Based Systems
·
01 Dec 2013
·
doi:10.1109/SITIS.2013.49
Pose-based 3D human motion analysis using Extreme Learning Machine
Arif Budiman, Mohamad Ivan Fanany
2013 IEEE 2nd Global Conference on Consumer Electronics (GCCE)
·
01 Oct 2013
·
doi:10.1109/GCCE.2013.6664834
Combining depth image and skeleton data from Kinect for recognizing words in the sign system for Indonesian language (SIBI [Sistem Isyarat Bahasa Indonesia])
Erdefi Rakun, Mirna Andriani, I Wayan Wiprayoga, Ken Danniswara, Andros Tjandra
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Sep 2013
·
doi:10.1109/ICACSIS.2013.6761606
Welcome message from the dean of faculty of computer science, Universitas Indonesia
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Sep 2013
·
doi:10.1109/ICACSIS.2013.6761540
Stochastic regular grammar-based learning for basic dance motion recognition
Yaya Heryadi, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Sep 2013
·
doi:10.1109/ICACSIS.2013.6761612
Particle filter for 3D fingertips tracking from color and depth images with occlusion handling
Derry Alamsyah, M. Ivan Fanany
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Sep 2013
·
doi:10.1109/ICACSIS.2013.6761616
An ensemble incremental approach of Extreme Learning Machine (ELM) For paddy growth stages classification using MODIS remote sensing images
S. Mulyono, T. A. Pianto, M. Ivan Fanany, T. Basaruddin
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Sep 2013
·
doi:10.1109/ICACSIS.2013.6761594
An automatic detection method for high density slums based on regularity pattern of housing using Gabor filter and GINI index
Nursidik Heru Praptono, Pahala Sirait, M. Ivan Fanany, Aniati Murni Arymurthy
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Sep 2013
·
doi:10.1109/ICACSIS.2013.6761600
A multiclass ELM strategy in pose-based 3D human motion analysis
Arif Budiman, Mohamad Ivan Fanany
2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS)
·
01 Sep 2013
·
doi:10.1109/ICACSIS.2013.6761599
Electrocardiogram for Biometrics by using Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ): Integrating Feature Extraction and Classification
Elly Matul Imah, Wisnu Jatmiko, T. Basaruddin
International Journal on Smart Sensing and Intelligent Systems
·
01 Jan 2013
·
doi:10.21307/ijssis-2017-619
An Ontology Design Pattern for Cartographic Map Scaling
David Carral, Simon Scheider, Krzysztof Janowicz, Charles Vardeman, Adila A. Krisnadhi, Pascal Hitzler
Lecture Notes in Computer Science
·
01 Jan 2013
·
doi:10.1007/978-3-642-38288-8_6
2012
Adaptive Multilayer Generalized Learning Vector Quantization (AMGLVQ) as new algorithm with integrating feature extraction and classification for Arrhythmia heartbeats classification
Elly Matul Imah, Wisnu Jatmiko, T. Basaruddin
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
·
01 Oct 2012
·
doi:10.1109/ICSMC.2012.6377692
A Skeleton Descriptor for Kinesthetic Element Recognition of Bali Traditional Dances
Yaya Heryadi, Mohamad Ivan Fanany, Aniati Murni
2012 Fourth International Conference on Computational Intelligence, Modelling and Simulation
·
01 Sep 2012
·
doi:10.1109/CIMSim.2012.78
Semantic Tags for Lecture Videos
Ali Shariq Imran, Laksmita Rahadianti, Faouzi Alaya Cheikh, Sule Yildirim Yayilgan
2012 IEEE Sixth International Conference on Semantic Computing
·
01 Sep 2012
·
doi:10.1109/ICSC.2012.36
Genetic algorithm based new sequence of principal component regression (GA-NSPCR) for feature selection and yield prediction using hyperspectral remote sensing data
Sidik Mulyono, Mohamad Ivan Fanany, T Basaruddin
2012 IEEE International Geoscience and Remote Sensing Symposium
·
01 Jul 2012
·
doi:10.1109/IGARSS.2012.6351743
Modified Particle Swarm for multimodal functions in dynamic environment using iteration proportional change for inertia weight and weight of social components
D. Widiyanto, A. Wibowo, M.F. Rachmadi, W. Jatmiko
2012 International Symposium on Micro-NanoMechatronics and Human Science (MHS)
·
01 Apr 2012
·
doi:10.1109/MHS.2012.6492420
Mobile phones as traffic sensors with map matching and privacy considerations
B. Hardjono, A. Wibowo, M.F. Rachmadi, W. Jatmiko
2012 International Symposium on Micro-NanoMechatronics and Human Science (MHS)
·
01 Apr 2012
·
doi:10.1109/MHS.2012.6492490
A Tableau Algorithm for Description Logics with Nominal Schema
Adila Krisnadhi, Pascal Hitzler
Lecture Notes in Computer Science
·
01 Jan 2012
·
doi:10.1007/978-3-642-33203-6_22
2011
A comparative study on Daubechies Wavelet Transformation, Kernel PCA and PCA as feature extractors for arrhythmia detection using SVM
Elly Matul Imah, Faris Al Afif, M. Ivan Fanany, Wisnu Jatmiko, T. Basaruddin
TENCON 2011 - 2011 IEEE Region 10 Conference
·
01 Nov 2011
·
doi:10.1109/TENCON.2011.6129052
A comparative study on Daubechies Wavelet Transformation, Kernel PCA and PCA as feature extractors for arrhythmia detection using SVM
Elly Matul Imah, Faris Al Afif, M. Ivan Fanany, Wisnu Jatmiko, T. Basaruddin
TENCON 2011 - 2011 IEEE Region 10 Conference
·
01 Nov 2011
·
doi:10.1109/tencon.2011.6129052
Adaptive traffic signal control system using camera sensor and embedded system
M Febrian Rachmadi, Faris Al Afif, Wisnu Jatmiko, Petrus Mursanto, E A Manggala, M Anwar Ma’sum, Adi Wibowo
TENCON 2011 - 2011 IEEE Region 10 Conference
·
01 Nov 2011
·
doi:10.1109/TENCON.2011.6129009
Enhanced adaptive traffic signal control system using camera sensor and embedded system
F. Al Afif, M. Febrian Rachmadi, A. Wibowo, W. Jatmiko, P. Mursanto, M. Anwar Ma’sum
2011 International Symposium on Micro-NanoMechatronics and Human Science
·
01 Nov 2011
·
doi:10.1109/MHS.2011.6102210
Evaluation of image enhancement quality measure in Robust PCA for Image Specularities Removal
Edward Chitrahadi, Chan Basaruddin
2011 5th International Conference on Application of Information and Communication Technologies (AICT)
·
01 Oct 2011
·
doi:10.1109/ICAICT.2011.6111012
Technology forecasting in the field of Apnea from online publications: Time series analysis on Latent Semantic
Agus Widodo, Mohamad Ivan Fanany, Indra Budi
2011 Sixth International Conference on Digital Information Management
·
01 Sep 2011
·
doi:10.1109/ICDIM.2011.6093365
Maintaining imbalance highly dependent medical data using dirichlet process data generation
Tieta Antaresti, Mohamad Ivan Fanany, Aniati Murni Arymurthy
2011 Sixth International Conference on Digital Information Management
·
01 Sep 2011
·
doi:10.1109/ICDIM.2011.6093359
Sleep Apnea Detection from ECG Signal: Analysis on Optimal Features, Principal Components, and Nonlinearity
Sani M. Isa, Mohamad Ivan Fanany, Wisnu Jatmiko, Aniati Murni Arymurthy
2011 5th International Conference on Bioinformatics and Biomedical Engineering
·
01 May 2011
·
doi:10.1109/icbbe.2011.5780285
A better uncle for OWL
Markus Krötzsch, Frederick Maier, Adila Krisnadhi, Pascal Hitzler
Proceedings of the 20th international conference on World wide web
·
28 Mar 2011
·
doi:10.1145/1963405.1963496
OWL and Rules
Adila Krisnadhi, Frederick Maier, Pascal Hitzler
Lecture Notes in Computer Science
·
01 Jan 2011
·
doi:10.1007/978-3-642-23032-5_7
Local Closed World Semantics: Grounded Circumscription for Description Logics
Adila Alfa Krisnadhi, Kunal Sengupta, Pascal Hitzler
Lecture Notes in Computer Science
·
01 Jan 2011
·
doi:10.1007/978-3-642-23580-1_22
2009
Distributed traffic control with swarm-self organizing map in Jakarta: Simulation and measurement
W. Jatmiko, F. Heriyadi, A.A. Krisnadhi, I. Takagawa, K. Sekiyama, T. Fukuda
2009 International Symposium on Micro-NanoMechatronics and Human Science
·
01 Nov 2009
·
doi:10.1109/MHS.2009.5351758
2007
Pattern Recognition and Image Analysis
Lecture Notes in Computer Science
·
01 Jan 2007
·
doi:10.1007/978-3-540-72849-8
2005
A neural network scheme for transparent surface modelling
Mohamad Ivan Fanany, Itsuo Kumazawa, Kiichi Kobayashi
Proceedings of the 3rd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
·
29 Nov 2005
·
doi:10.1145/1101389.1101475
2004
Multiple-view shape extraction from shading as local regression by analytic NN scheme
M.I. Fanany, I. Kumazawa
Mathematical and Computer Modelling
·
01 Nov 2004
·
doi:10.1016/j.mcm.2004.04.003
A neural network for recovering 3D shape from erroneous and few depth maps of shaded images
Mohamad Ivan Fanany, Itsuo Kumazawa
Pattern Recognition Letters
·
01 Mar 2004
·
doi:10.1016/j.patrec.2003.11.001
A Combinatorial Transparent Surface Modeling from Polarization Images
Mohamad Ivan Fanany, Kiichi Kobayashi, Itsuo Kumazawa
Lecture Notes in Computer Science
·
01 Jan 2004
·
doi:10.1007/978-3-540-30503-3_5
2003
SA-Optimized Multiple View Smooth Polyhedron Representation NN
Mohamad Ivan Fanany, Itsuo Kumazawa
Lecture Notes in Computer Science
·
01 Jan 2003
·
doi:10.1007/978-3-540-39644-4_27
2002
A Simulation Environment for Job Scheduling on Distributed Systems
J. Santoso, G. D. van Albada, T. Basaruddin, P. M. A. Sloot
Lecture Notes in Computer Science
·
01 Jan 2002
·
doi:10.1007/3-540-46043-8_66
2000
<title>Bispectrum analysis for speaker identification in a noisy environment with Karhunen-Loeve transformation technique</title>
Benyamin Kusumoputro, Muhammad I. Fanany, Dian Indrawati
SPIE Proceedings
·
17 Jul 2000
·
doi:10.1117/12.391925
Discounting-free policy gradient reinforcement learning from transient states
Vektor Dewanto
University of Queensland Library
·
[no date info]
·
doi:10.14264/9d6f9aa
Improvement of artificial odor discrimination system using fuzzy-LVQ neural network
B. Kusumoputro, M.R. Widyanto, M.I. Fanany, H. Budiarto
Proceedings Third International Conference on Computational Intelligence and Multimedia Applications. ICCIMA'99 (Cat. No.PR00300)
·
[no date info]
·
doi:10.1109/iccima.1999.798577
Speaker identification in noisy environment using bispectrum analysis and probabilistic neural network
B. Kusumoputro, A. Triyanto, M.I. Fanany, W. Jatmiko
Proceedings Fourth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2001
·
[no date info]
·
doi:10.1109/iccima.2001.970480
Analysis of shape from shading algorithms for fast and realistic 3D face reconstruction APCCAS2002
M.I. Fanany, I. Kumazawa
Asia-Pacific Conference on Circuits and Systems
·
[no date info]
·
doi:10.1109/apccas.2002.1115149
A scheme for reconstructing face from shading using smooth projected polygon representation NN
M.I. Fanany, M. Ohno, I. Kumazawa
Proceedings. International Conference on Image Processing
·
[no date info]
·
doi:10.1109/icip.2002.1039948
Analytic Reconstruction of Transparent and Opaque Surfaces from Texture Images
Mohamad Ivan Fanany, Itsuo Kumazawa
Lecture Notes in Computer Science
·
[no date info]
·
doi:10.1007/978-3-540-72849-8_48