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Author

  • Aniati Murni Arymurthy
2020

A New Image Segmentation of Leptomeningeal Metastasis in Leukemia Patients

Ilmadina, H. Z., Arymurthy, A. M. & Rosalina, 15 Jul 2020, In : Journal of Physics: Conference Series. 1577, 1, 012014.

Research output: Contribution to journalConference article

Open Access

Minimax approach for semivariogram fitting in ordinary kriging

Setiyoko, A., Basaruddin, T. & Arymurthy, A. M., 1 Jan 2020, In : IEEE Access. 8, p. 82054-82065 12 p., 9082672.

Research output: Contribution to journalArticle

Open Access

Object based convolutional neural network for cloud classification in very high-resolution hyperspectral imagery

Rizkiyanto, R., Rabbani, B., Perwira, D. Y. & Arymurthy, A. M., 3 Jul 2020, In : IOP Conference Series: Earth and Environmental Science. 500, 1, 012059.

Research output: Contribution to journalConference article

Open Access
2019

3D Edge Convolution in Deep Neural Network Implementation for Land Cover Semantic Segmentation of Airborne LiDAR Data

Hamid, N., Wibisono, A., Anwar Ma'Sum, M., Gamal, A., Ardhianto, R., Arymurthy, A. M. & Jatmiko, W., Jul 2019, 2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019. Institute of Electrical and Electronics Engineers Inc., p. 216-220 5 p. 8935980. (2019 4th Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2019).

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

Algorithm Comparisons among Space Time Volume Velocimetry, Horn-Schunk, and Lucas-Kanade for the Analysis of Water Surface Velocity Image Sequences

Sirenden, B. H., Arymurthy, A. M., Mursanto, P. & Wijonarko, S., Oct 2019, 2019 International Conference on Computer, Control, Informatics and its Applications: Emerging Trends in Big Data and Artificial Intelligence, IC3INA 2019. Institute of Electrical and Electronics Engineers Inc., p. 47-52 6 p. 8949591. (2019 International Conference on Computer, Control, Informatics and its Applications: Emerging Trends in Big Data and Artificial Intelligence, IC3INA 2019).

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

An ensemble learning approach on Indonesian wind speed regression

Al-Ash, H. S., Putri, M. F., Arymurthy, A. M. & Bustamam, A., 1 Jul 2019, Proceedings of 2019 International Conference on Information and Communication Technology and Systems, ICTS 2019. Institute of Electrical and Electronics Engineers Inc., p. 76-80 5 p. 8850994. (Proceedings of 2019 International Conference on Information and Communication Technology and Systems, ICTS 2019).

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

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

Automatic counting based on scanned election form using feature match and convolutional neural network

Waladi, A., Arymurthy, A. M., Wibisono, A. & Mursanto, P., Oct 2019, 2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 193-198 6 p. 8979691. (2019 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2019).

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

Blind color image watermarking based on 2-level discrete wavelet transform, M-ary modulation, and logistic map

Pugar, F. H. & Arymurthy, A. M., 1 Jul 2019, Proceedings of 2019 International Conference on Information and Communication Technology and Systems, ICTS 2019. Institute of Electrical and Electronics Engineers Inc., p. 235-240 6 p. 8850972. (Proceedings of 2019 International Conference on Information and Communication Technology and Systems, ICTS 2019).

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

Classification of limestone mining site using multi-sensor remote sensing data and OBIA approach: A case study: Biak Island, Papua

Bona, D. S., Arymurthy, A. M. & Mursanto, P., 17 Jan 2019, 2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 417-422 6 p. 8618198. (2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018).

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

Open Access

Copy-Move Forgery Detection Using SWT-DCT and Four Square Mean Features

Pugar, F. H., Muzahidin, S. & Arymurthy, A. M., Jul 2019, Proceeding of 2019 International Conference on Electrical Engineering and Informatics, ICEEI 2019. Institute of Electrical and Electronics Engineers Inc., p. 63-68 6 p. 8988905. (Proceedings of the International Conference on Electrical Engineering and Informatics; vol. 2019-July).

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

DEM fusion concept based on the LS-SVM cokriging method

Setiyoko, A., Arymurthy, A. M. & Basaruddin, T., 2 Oct 2019, In : International Journal of Image and Data Fusion. 10, 4, p. 244-262 19 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Image Cryptography using Complex Quadratic Map

Gunawan, T. S., Al-Ash, H. S., Arymurthy, A. M. & Bustamam, A., Oct 2019, 2019 International Workshop on Big Data and Information Security, IWBIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 97-102 6 p. 8935855. (2019 International Workshop on Big Data and Information Security, IWBIS 2019).

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

Melanoma classification using texture and wavelet analysis

Waladi, A., Firdaus, N. M. & Arymurthy, A. M., 1 Mar 2019, Proceeding - 2019 International Conference of Artificial Intelligence and Information Technology, ICAIIT 2019. Institute of Electrical and Electronics Engineers Inc., p. 336-343 8 p. 8834545. (Proceeding - 2019 International Conference of Artificial Intelligence and Information Technology, ICAIIT 2019).

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

Optimization of school location-allocation using Firefly Algorithm

Prima, P. & Murni Arymurthy, A., 19 Jul 2019, In : Journal of Physics: Conference Series. 1235, 1, 012002.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)

Quality Assessment of DEM Generated from SAR Radargrammetry Based on Cross-Correlation and Spatial Resolution Setting

Arief, R., Setiyoko, A., Maulana, R., Ali, S., Sudiana, D. & Arymurthy, A. M., 30 May 2019, In : Journal of Physics: Conference Series. 1201, 1, 012027.

Research output: Contribution to journalConference article

Open Access
4 Citations (Scopus)

Semivariogram fitting based on SVM and GPR for DEM interpolation

Setiyoko, A., Arymurthy, A. M., Basaruddin, T. & Arief, R., 15 Aug 2019, In : IOP Conference Series: Earth and Environmental Science. 311, 1, 012076.

Research output: Contribution to journalConference article

Open Access
2 Citations (Scopus)

Solar Filament Detection using Mask R-CNN

Salasa, R. P. & Arymurthy, A. M., Oct 2019, 2019 International Workshop on Big Data and Information Security, IWBIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 67-71 5 p. 8935810. (2019 International Workshop on Big Data and Information Security, IWBIS 2019).

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

2018

Automatic land cover classification of geotagged images using ID3, Naïve Bayes and Random Forest

Pratama, M. O. & 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. 245-249 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

Batik Classification Using Deep Convolutional Network Transfer Learning

Gultom, Y., Masikome, R. J. & Arymurthy, A. M., 1 Jun 2018, In : Jurnal Ilmu Komputer dan Informasi (Journal of Computer Science and Information). 2, 11, p. 59-66

Research output: Contribution to journalArticle

Open Access

Change Detection In Multi-Temporal Images Using Multistage Clustering For Disaster Recovery Planning

Soleh, M., Arymurthy, A. M. & Wiguna, S., 1 Jun 2018, In : Jurnal Ilmu Komputer dan Informasi. 2, 11, p. 110-109

Research output: Contribution to journalArticle

Open Access

Effects of different sampling densities and pixel size on kriging interpolation for predicting elevation

Setiyoko, A., Arymurthy, A. M. & Arief, R., 4 Jun 2018, 2018 International Conference on Signals and Systems, ICSigSys 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 73-78 6 p. (2018 International Conference on Signals and Systems, ICSigSys 2018 - Proceedings).

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)

Fundus image texture features analysis in diabetic retinopathy diagnosis

Sarwinda, D., B., A. & Arymurthy, A. M., 27 Feb 2018, 2017 11th International Conference on Sensing Technology, ICST 2017. IEEE Computer Society, p. 1-5 5 p. 8304447. (Proceedings of the International Conference on Sensing Technology, ICST; vol. 2017-December).

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

3 Citations (Scopus)

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

8 Citations (Scopus)

Handwritten javanese character recognition using descriminative deep learning technique

Wibowo, M. A., Soleh, M., Pradani, W., Hidayanto, A. N. & Arymurthy, A. M., 7 Feb 2018, Proceedings - 2017 2nd International Conferences on Information Technology, Information Systems and Electrical Engineering, ICITISEE 2017. Institute of Electrical and Electronics Engineers Inc., p. 325-330 6 p. (Proceedings - 2017 2nd International Conferences on Information Technology, Information Systems and Electrical Engineering, ICITISEE 2017; vol. 2018-January).

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

1 Citation (Scopus)

Optimization of school location-allocation using genetic algorithm

Prima, P. & Arymurthy, A. M., 1 Jan 2018, Proceedings of 2018 the 8th International Workshop on Computer Science and Engineering, WCSE 2018. International Workshop on Computer Science and Engineering (WCSE), p. 750-755 6 p. (Proceedings of 2018 the 8th International Workshop on Computer Science and Engineering, WCSE 2018).

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

Random subspace method for sleep stage classification of autism patients

Yulita, I. N., Arymurthy, A. M. & Ivan Fanany, M., Nov 2018, 2018 International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2018. Institute of Electrical and Electronics Engineers Inc., p. 305-309 5 p. 8864231. (2018 International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2018).

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

Shoreline change detection based on multispectral images using 2D-principal component analysis of band images and histogram of oriented gradient features

Dharma, I. G. W. S. & 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. 315-320 6 p. 8355052. (2017 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2017; vol. 2018-January).

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

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)

Telebiometric system for infant and toddler fingerprint recognition

Ma'sum, M. A., Dharma, I. G. W. S., Arsa, D. M. S., Jatmiko, W., Yazid, S. & Arymurthy, A. M., 28 Feb 2018, MHS 2017 - 28th 2017 International Symposium on Micro-NanoMechatronics and Human Science. Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (MHS 2017 - 28th 2017 International Symposium on Micro-NanoMechatronics and Human Science; vol. 2018-January).

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

Visualization of Fast Food Restaurant Location using Geographical Information System

Widaningrum, D. L., Prajitno, I. S. & Arymurthy, A. M., 4 May 2018, In : IOP Conference Series: Earth and Environmental Science. 145, 1, 012102.

Research output: Contribution to journalConference article

Open Access
2017

Accuracy Analysis of DEM Generated from Cokriging Interpolators

Setiyoko, A. & Arymurthy, A. M., 30 Oct 2017, In : IOP Conference Series: Earth and Environmental Science. 88, 1, 012021.

Research output: Contribution to journalConference article

Open Access
3 Citations (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)

Fast and Optimal Visual Tracking based on Spectral Method

Gunawan, A. A. S., Jatmiko, W. & Arymurthy, 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. 571-578 8 p. (Procedia Computer Science; vol. 116).

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

Open Access

Fetal head segmentation based on Gaussian elliptical path optimize by flower pollination algorithm and cuckoo search

Kusuma, I., Ma'Sum, M. A., Sanabila, H. S., Wisesa, H. A., Jatmiko, W., Arymurthy, A. M. & Wiweko, B., 6 Mar 2017, 2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 564-571 8 p. 7872804. (2016 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2016).

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

3 Citations (Scopus)

Fuzzy association rule frequent itemset selection to predict ovarian cancer

Kuswardani, D. & Arymurthy, A. M., 1 Jan 2017, In : Information (Japan). 20, 1, p. 453-458 6 p.

Research output: Contribution to journalArticle

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

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

14 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

4 Citations (Scopus)

NUSANTARA: A New Model of Knowledge Management in Government Human Capital Management

Cahyaningsih, E., Sensuse, D. I., Arymurthy, A. M. & Wibowo, W. C., 1 Jan 2017, In : Procedia Computer Science. 124, p. 61-68 8 p.

Research output: Contribution to journalConference article

Open Access
3 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)

Predicting the status of water pumps using data mining approach

Darmatasia & Arymurthy, A. M., 6 Mar 2017, 2016 International Workshop on Big Data and Information Security, IWBIS 2016. Institute of Electrical and Electronics Engineers Inc., p. 57-63 7 p. 7872890. (2016 International Workshop on Big Data and Information Security, IWBIS 2016).

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

3 Citations (Scopus)

Spatial data utilization for location pattern analysis

Widaningrum, D. L., Prajitno, I. S. & Arymurthy, A. M., 1 Jan 2017, In : Procedia Computer Science. 124, p. 69-76 8 p.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)