Cristian Lumezanu

3 papers · 2018–2020 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (2) ICLR (1)

Top co-authors

Wei Cheng (3) Bo Zong (3) Haifeng Chen (3) Jingchao Ni (2) Yuncong Chen (2) Dongjin Song (2) Xinyang Feng (1) Tianbao Yang (1) Qi Song (1) Nitesh V. Chawla (1)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (3) Learning Types · Machine Learning (3) Data Science & Analytics (2) Learning Types · Deep Learning (2) Methods (2) Architectures (1) Models (1)

Keywords

unsupervised anomaly detection (2) multivariate time series (2) unsupervised learning (2) anomaly detection (1) density estimation (1) reconstruction error (1) gaussian mixture model (1) latent representation (1) convolutional neural network (1) long short-term memory (1) generative adversarial network (1) binary coding (1) convolutional long short-term memory (1) representation learning (1) metric learning (1)

Papers

Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval AAAI 2020 A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data AAAI 2019 Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection ICLR 2018