Andri Ashfahani

31 papers A 2B 3C 3Journal 17Unranked 5

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