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  • Mohamad Ivan Fanany
2019

A gold standard dependency treebank for Indonesian

Alfina, I., Dinakaramani, A., Fanany, M. I. & Suhartanto, H., 1 Jan 2019, p. 1-9. 9 p.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

Attention-based argumentation mining

Suhartono, D., Gema, A. P., Winton, S., David, T., Fanany, M. I. & Arymurthy, A. M., 1 Jan 2019, In : International Journal of Computational Vision and Robotics. 9, 5, p. 414-437 24 p.

Research output: Contribution to journalArticle

Betawi traditional food image detection using ResNet and DenseNet

Setyono, N. F. P., Chahyati, D. & Fanany, M. I., 17 Jan 2019, 2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 441-445 5 p. 8618175. (2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
Open Access

Tourist attractions classification using ResNet

Firdaus, N. M., Chahyati, D. & Fanany, M. I., 17 Jan 2019, 2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 429-433 5 p. 8618235. (2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An initial exploration of the suitability of long-short-Term-memory networks for multiple site fatigue damage prediction on aircraft lap joints

Mas, M. I., Fanany, M. I., Devin, T. & Sutawika, L. A., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 415-421 7 p. 8355067. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Constant-amplitude fatigue crack growth sequence regression on an aircraft lap joint using a 1-D convolutional network

Mas, M. I., Fanany, M. I., Devin, T. & Sutawika, L. A., 30 Jan 2018, Proceedings - 2017 1st International Conference on Informatics and Computational Sciences, ICICoS 2017. Institute of Electrical and Electronics Engineers Inc., p. 35-40 6 p. (Proceedings - 2017 1st International Conference on Informatics and Computational Sciences, ICICoS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast convolutional method for automatic sleep stage classification

Yulita, I. N., Fanany, M. I. & Arymurthy, A. M., 1 Jul 2018, In : Healthcare Informatics Research. 24, 3, p. 170-178 9 p.

Research output: Contribution to journalArticle

Open Access
12 Citations (Scopus)

Faster R-CNN with structured sparsity learning and Ristretto for mobile environment

Nasution, M. A., Chahyati, D. & Fanany, M. I., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 309-314 6 p. 8355051. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy clustering and bidirectional long short-term memory for sleep stages classification

Yulita, I. N., Fanany, M. I. & Arymurthy, A. M., 16 Jan 2018, Proceedings - 2017 International Conference on Soft Computing, Intelligent System and Information Technology: Building Intelligence Through IOT and Big Data, ICSIIT 2017. Palit, H. N. & Santoso, L. W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 11-16 6 p. (Proceedings - 2017 International Conference on Soft Computing, Intelligent System and Information Technology: Building Intelligence Through IOT and Big Data, ICSIIT 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hate speech detection in the Indonesian language: A dataset and preliminary study

Alfina, I., Mulia, R., Fanany, M. I. & Ekanata, Y., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 233-237 5 p. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

24 Citations (Scopus)

Indonesian audio-visual speech corpus for multimodal automatic speech recognition

Maulana, M. R. A. R. & Fanany, M. I., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 381-385 5 p. 8355062. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Learning explicit and implicit knowledge with differentiate neural computer

Ardhian, A. & Fanany, M. I., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. 8355049. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modified DBpedia entities expansion for tagging automatically NER dataset

Alfina, I., Savitri, S. & Fanany, M. I., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 216-221 6 p. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

On the usage of hybrid 1-D convolutional network and long-short-term-memory network for constant-amplitude multiple-site fatigue damage prediction on aircraft lap joints

Mas, M. I., Fanany, M. I., Devin, T. & Sutawika, L. A., 27 Feb 2018, Proceedings - 2017 International Conference on Sustainable Information Engineering and Technology, SIET 2017. Institute of Electrical and Electronics Engineers Inc., p. 184-189 6 p. (Proceedings - 2017 International Conference on Sustainable Information Engineering and Technology, SIET 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Residual convolutional neural network for diabetic retinopathy

Rufaida, S. & Fanany, M. I., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 367-373 7 p. 8355060. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sentence-level Indonesian lip reading with spatiotemporal CNN and gated RNN

Maulana, M. R. A. R. & Fanany, M. I., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 375-380 6 p. 8355061. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Sleep stage classification using convolutional neural networks and bidirectional long short-Term memory

Yulita, I. N., Fanany, M. I. & Arymurthy, A. M., 4 May 2018, 2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017. Institute of Electrical and Electronics Engineers Inc., p. 303-307 5 p. 8355050. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2017

Bi-directional Long Short-Term Memory using Quantized data of Deep Belief Networks for Sleep Stage Classification

Yulita, I. N., Fanany, M. I. & Arymuthy, A. M., 1 Jan 2017, 2nd International Conference on Computer Science and Computational Intelligence, ICCSCI 2017. Budiharto, W., Suryani, D., Wulandhari, L. A., Chowanda, A., Gunawan, A. A. S., Hanafiah, N., Ham, H. & Meiliana (eds.). Elsevier B.V., p. 530-538 9 p. (Procedia Computer Science; vol. 116).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
14 Citations (Scopus)

Cheating video description based on sequences of gestures

Arinaldi, A. & Fanany, M. I., 18 Oct 2017, 2017 5th International Conference on Information and Communication Technology, ICoIC7 2017. Institute of Electrical and Electronics Engineers Inc., 8074679. (2017 5th International Conference on Information and Communication Technology, ICoIC7 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
1 Citation (Scopus)

Combining deep belief networks and bidirectional long short-term memory case study: Sleep stage classification

Yulita, I. N., Fanany, M. I. & Arymurthy, A. M., 22 Dec 2017, Proceedings - 2017 4th International Conference on Electrical Engineering, Computer Science and Informatics, EECSI 2017. Rahmawan, H., Facta, M., Riyadi, M. A. & Stiawan, D. (eds.). Institute of Advanced Engineering and Science, (International Conference on Electrical Engineering, Computer Science and Informatics (EECSI); vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Combining normal sparse into discriminative deep belief networks

Khalid, F. & Fanany, M. I., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 373-378 6 p. 7872722. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

DBpedia entities expansion in automatically building dataset for Indonesian NER

Alfina, I., Manurung, R. & Fanany, M. I., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 335-340 6 p. 7872784. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

EEG channels reduction using PCA to increase XGBoost's accuracy for stroke detection

Fitriah, N., Wijaya, S. K., Fanany, M. I., Badri, C. & Rezal, M., 10 Jul 2017, International Symposium on Current Progress in Mathematics and Sciences 2016, ISCPMS 2016: Proceedings of the 2nd International Symposium on Current Progress in Mathematics and Sciences 2016. Sugeng, K. A., Triyono, D. & Mart, T. (eds.). American Institute of Physics Inc., 030128. (AIP Conference Proceedings; vol. 1862).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Generating single subject activity videos as a sequence of actions using 3D convolutional generative adversarial networks

Arinaldi, A. & Fanany, M. I., 1 Jan 2017, Artificial General Intelligence - 10th International Conference, AGI 2017, Proceedings. Everitt, T., Goertzel, B. & Potapov, A. (eds.). Springer Verlag, p. 133-142 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10414 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gesture Recognition using Latent-Dynamic based Conditional Random Fields and Scalar Features

Yulita, I. N., Fanany, M. I. & Arymurthy, A. M., 29 Mar 2017, In : Journal of Physics: Conference Series. 812, 1, 012113.

Research output: Contribution to journalConference article

Open Access

Handwriting recognition on form document using convolutional neural network and support vector machines (CNN-SVM)

Darmatasia & Fanany, M. I., 18 Oct 2017, 2017 5th International Conference on Information and Communication Technology, ICoIC7 2017. Institute of Electrical and Electronics Engineers Inc., 8074699. (2017 5th International Conference on Information and Communication Technology, ICoIC7 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

16 Citations (Scopus)

Hierarchical attention network with XGBoost for recognizing insufficiently supported argument

Suhartono, D., Gema, A. P., Winton, S., David, T., Fanany, M. I. & Arymurthy, A. M., 1 Jan 2017, Multi-disciplinary Trends in Artificial Intelligence - 11th International Workshop, MIWAI 2017, Proceedings. Phon-Amnuaisuk, S., Ang, S-P. & Lee, S-Y. (eds.). Springer Verlag, p. 174-188 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10607 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ischemic stroke identification based on EEG and EOG using ID convolutional neural network and batch normalization

Giri, E. P., Fanany, M. I., Arymurthy, A. M. & Wijaya, S. K., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 484-491 8 p. 7872780. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

Man woman detection in surveillance images

Chahyati, D., Fanany, M. I. & Arymurthy, A. M., 18 Oct 2017, 2017 5th International Conference on Information and Communication Technology, ICoIC7 2017. Institute of Electrical and Electronics Engineers Inc., 8074682. (2017 5th International Conference on Information and Communication Technology, ICoIC7 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Multimodal decomposable models by superpixel segmentation and point-in-time cheating detection

Yohannes, Ayumi, V. & Fanany, M. I., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 391-396 6 p. 7872729. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Multiple regularizations deep learning for paddy growth stages classification from LANDSAT-8

Ikasari, I. H., Ayumi, V., Fanany, M. I. & Mulyono, S., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 512-517 6 p. 7872790. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Optimization of convolutional neural network using microcanonical annealing algorithm

Ayumi, V., Rere, L. M. R., Fanany, M. I. & Arymurthy, A. M., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 506-511 6 p. 7872787. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Recommender system improvement cases through implicit feedbacks from social network

Fanany, M. I., Khasbulloh, I. M., Jamil, A. M. & Taqwim, M. K. A., 12 Dec 2017, International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017. Institute of Electrical and Electronics Engineers Inc., p. 340-344 5 p. (International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Sketch plus colorization deep convolutional neural networks for photos generation from sketches

Putri, V. K. & Fanany, M. I., 22 Dec 2017, Proceedings - 2017 4th International Conference on Electrical Engineering, Computer Science and Informatics, EECSI 2017. Rahmawan, H., Facta, M., Riyadi, M. A. & Stiawan, D. (eds.). Institute of Advanced Engineering and Science, (International Conference on Electrical Engineering, Computer Science and Informatics (EECSI); vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
1 Citation (Scopus)

Tracking People by Detection Using CNN Features

Chahyati, D., Fanany, M. I. & Arymurthy, A. M., 1 Jan 2017, In : Procedia Computer Science. 124, p. 167-172 6 p.

Research output: Contribution to journalConference article

Open Access
8 Citations (Scopus)

Visual-only word boundary detection

Maulana, M. R. A. R., Larasati, R. & Fanany, M. I., 1 Jan 2017, Multi-disciplinary Trends in Artificial Intelligence - 11th International Workshop, MIWAI 2017, Proceedings. Phon-Amnuaisuk, S., Ang, S-P. & Lee, S-Y. (eds.). Springer Verlag, p. 150-161 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10607 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

A comparison of SVM and RVM for human action recognition

Ayumi, V. & Fanany, M. I., 1 Jan 2016, In : Internetworking Indonesia Journal. 8, 1, p. 29-33 5 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Adaptive Online Sequential ELM for Concept Drift Tackling

Budiman, A., Fanany, M. I. & Basaruddin, T., 1 Jan 2016, In : Computational Intelligence and Neuroscience. 2016, 8091267.

Research output: Contribution to journalArticle

Open Access
8 Citations (Scopus)

A heuristic Hidden Markov Model to recognize inflectional words in sign system for Indonesian language known as SIBI (Sistem Isyarat Bahasa Indonesia)

Rakun, E., Fanany, M. I., Wisesa, I. W. W. & Tjandra, A., 21 Jan 2016, Proceedings of the 2015 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2015. Institute of Electrical and Electronics Engineers Inc., p. 53-58 6 p. 7389747. (Proceedings of the 2015 International Conference on Technology, Informatics, Management, Engineering and Environment, TIME-E 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
Open Access
3 Citations (Scopus)

Classifying abnormal activities in exam using multi-class Markov chain LDA based on MODEC features

Hendryli, J. & Fanany, M. I., 19 Sep 2016, 2016 4th International Conference on Information and Communication Technology, ICoICT 2016. Institute of Electrical and Electronics Engineers Inc., 7571881. (2016 4th International Conference on Information and Communication Technology, ICoICT 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
Open Access

Kinematic features for human action recognition using Restricted Boltzmann Machines

Arinaldi, A. & Fanany, M. I., 19 Sep 2016, 2016 4th International Conference on Information and Communication Technology, ICoICT 2016. Institute of Electrical and Electronics Engineers Inc., 7571899. (2016 4th International Conference on Information and Communication Technology, ICoICT 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Metaheuristic Algorithms for Convolution Neural Network

Rasdi Rere, L. M., Fanany, M. I. & Arymurthy, A. M., 1 Jan 2016, In : Computational Intelligence and Neuroscience. 2016, 1537325.

Research output: Contribution to journalArticle

Open Access
22 Citations (Scopus)

Online marginalized linear stacked denoising autoencoders for learning from big data stream

Budiman, A., Fanany, M. I. & Basaruddin, T., 19 Feb 2016, ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 227-235 9 p. 7415181. (ICACSIS 2015 - 2015 International Conference on Advanced Computer Science and Information Systems, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)