Andri Ashfahani

According to our database, Andri Ashfahani authored at least 22 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Unsupervised Continual Learning in Streaming Environments.

Andri Ashfahani, Mahardhika Pratama

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Autonomous Cross Domain Adaptation Under Extreme Label Scarcity.

Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp

IEEE Trans. Neural Networks Learn. Syst., October, 2023

2022

Autonomous CNN (AutoCNN): A data-driven approach to network architecture determination.

Abhay M. S. Aradhya, Andri Ashfahani, Fienny Angelina, Mahardhika Pratama, Rodrigo Fernandes de Mello, Suresh Sundaram

Inf. Sci., 2022

How to train your draGAN: A task oriented solution to imbalanced classification.

Leon O. Guertler, Andri Ashfahani, Anh Tuan Luu

CoRR, 2022

2021

Autonomous deep learning for continual learning in complex data stream environment

Andri Ashfahani

PhD thesis, 2021

Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process.

Weiwei Weng, Mahardhika Pratama, Andri Ashfahani, Edward Kien Yee Yapp

Complex., 2021

Unsupervised Continual Learning via Self-adaptive Deep Clustering Approach.

Mahardhika Pratama, Andri Ashfahani, Edwin Lughofer

Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021

Autonomous Deep Quality Monitoring in Streaming Environments.

Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

DEVDAN: Deep evolving denoising autoencoder.

Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Yew-Soon Ong

Neurocomputing, 2020

Scalable Teacher-Forcing Networks under Spark Environments for Large-Scale Streaming Problems.

Choiru Za'in, Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Eric Pardede

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

2019

Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments.

Andri Ashfahani, Mahardhika Pratama

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

FERNN: A Fast and Evolving Recurrent Neural Network Model for Streaming Data Classification.

Monidipa Das, Mahardhika Pratama, Andri Ashfahani, Subhrajit Samanta

Proceedings of the International Joint Conference on Neural Networks, 2019

Wireless Indoor Positioning Using Online Machine Learning.

Sheng Huang, Andri Ashfahani, Mahardhika Pratama

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Autonomous Deep Learning: Incremental Learning of Deep Neural Networks for Evolving Data Streams.

Andri Ashfahani

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Deep Network Optimization for rs-fMRI Classification.

Abhay M. S. Aradhya, Andri Ashfahani

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Automatic Construction of Multi-layer Perceptron Network from Streaming Examples.

Mahardhika Pratama, Choiru Za'in, Andri Ashfahani, Yew-Soon Ong, Weiping Ding

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Weakly Supervised Deep Learning Approach in Streaming Environments.

Mahardhika Pratama, Andri Ashfahani, Mohamad Abdul Hady

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams.

Mahardhika Pratama, Andri Ashfahani, Yew-Soon Ong, Savitha Ramasamy, Edwin Lughofer

CoRR, 2018

An Online RFID Localization in the Manufacturing Shopfloor.

Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Qing Cai, Sheng Huang

CoRR, 2018

Big Data Analytic Based on Scalable PANFIS for RFID Localization.

Choiru Za'in, Mahardhika Pratama, Andri Ashfahani, Eric Pardede, Sheng Huang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Similarity Measures in Development of an Indoor Localization System.

Sheng Huang, Syed Shoaib, Andri Ashfahani, Mahardhika Pratama

Proceedings of the 15th International Conference on Control, 2018

The Study on Indoor Localization for Manufacturing Execution System.

Sheng Huang, Sudeep Mohanty, Andri Ashfahani, Mahardhika Pratama

Proceedings of the 15th International Conference on Control, 2018