Andri Ashfahani

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 30

Top Topics

Recurrent Neural Network Model

Weakly Supervised

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Andri Ashfahani, Mahardhika Pratama
Unsupervised Continual Learning in Streaming Environments. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
Autonomous Cross Domain Adaptation Under Extreme Label Scarcity. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Leon O. Guertler, Andri Ashfahani, Anh Tuan Luu
How to train your draGAN: A task oriented solution to imbalanced classification. CoRR (2022)
Weiwei Weng, Mahardhika Pratama, Choiru Za'in, Marcus de Carvalho, Appan Rakaraddi, Andri Ashfahani, Edward Kien Yee Yapp
Autonomous Cross Domain Adaptation under Extreme Label Scarcity. CoRR (2022)
Abhay M. S. Aradhya, Andri Ashfahani, Fienny Angelina, Mahardhika Pratama, Rodrigo Fernandes de Mello, Suresh Sundaram
Autonomous CNN (AutoCNN): A data-driven approach to network architecture determination. Inf. Sci. 607 (2022)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp
Autonomous Deep Quality Monitoring in Streaming Environments. IJCNN (2021)
Andri Ashfahani, Mahardhika Pratama
Unsupervised Continual Learning in Streaming Environments. CoRR (2021)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Edward Kien Yee Yapp
Autonomous Deep Quality Monitoring in Streaming Environments. CoRR (2021)
Mahardhika Pratama, Andri Ashfahani, Edwin Lughofer
Unsupervised Continual Learning via Self-adaptive Deep Clustering Approach. CSSL (2021)
Mahardhika Pratama, Andri Ashfahani, Edwin Lughofer
Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach. CoRR (2021)
Weiwei Weng, Mahardhika Pratama, Andri Ashfahani, Edward Kien Yee Yapp
Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process. Complex. 2021 (2021)
Choiru Za'in, Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Eric Pardede
Scalable Teacher-Forcing Networks under Spark Environments for Large-Scale Streaming Problems. EAIS (2020)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Yew-Soon Ong
DEVDAN: Deep evolving denoising autoencoder. Neurocomputing 390 (2020)
Mahardhika Pratama, Andri Ashfahani, Mohamad Abdul Hady
Weakly Supervised Deep Learning Approach in Streaming Environments. CoRR (2019)
Mahardhika Pratama, Choiru Za'in, Andri Ashfahani, Yew-Soon Ong, Weiping Ding
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples. CIKM (2019)
Mahardhika Pratama, Choiru Za'in, Andri Ashfahani, Yew-Soon Ong, Weiping Ding
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples. CoRR (2019)
Abhay M. S. Aradhya, Andri Ashfahani
Deep Network Optimization for rs-fMRI Classification. ICDM Workshops (2019)
Andri Ashfahani, Mahardhika Pratama
Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments. SDM (2019)
Sheng Huang, Andri Ashfahani, Mahardhika Pratama
Wireless Indoor Positioning Using Online Machine Learning. ICMLA (2019)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Yew-Soon Ong
DEVDAN: Deep Evolving Denoising Autoencoder. CoRR (2019)
Monidipa Das, Mahardhika Pratama, Andri Ashfahani, Subhrajit Samanta
FERNN: A Fast and Evolving Recurrent Neural Network Model for Streaming Data Classification. IJCNN (2019)
Mahardhika Pratama, Andri Ashfahani, Mohamad Abdul Hady
Weakly Supervised Deep Learning Approach in Streaming Environments. IEEE BigData (2019)
Andri Ashfahani
Autonomous Deep Learning: Incremental Learning of Deep Neural Networks for Evolving Data Streams. ICDM Workshops (2019)
Mahardhika Pratama, Andri Ashfahani, Yew-Soon Ong, Savitha Ramasamy, Edwin Lughofer
Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams. CoRR (2018)
Andri Ashfahani, Mahardhika Pratama, Edwin Lughofer, Qing Cai, Huang Sheng
An Online RFID Localization in the Manufacturing Shopfloor. CoRR (2018)
Andri Ashfahani, Mahardhika Pratama
Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments. CoRR (2018)
Choiru Za'in, Mahardhika Pratama, Andri Ashfahani, Eric Pardede, Huang Sheng
Big Data Analytic based on Scalable PANFIS for RFID Localization. CoRR (2018)
Sheng Huang, Syed Shoaib, Andri Ashfahani, Mahardhika Pratama
Similarity Measures in Development of an Indoor Localization System. ICARCV (2018)
Sheng Huang, Sudeep Mohanty, Andri Ashfahani, Mahardhika Pratama
The Study on Indoor Localization for Manufacturing Execution System. ICARCV (2018)
Choiru Za'in, Mahardhika Pratama, Andri Ashfahani, Eric Pardede, Huang Sheng
Big Data Analytic Based on Scalable PANFIS for RFID Localization. SMC (2018)