Yılmazcan Özyurt

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All published works

Action	Title	Year	Authors
+ PDF Chat	Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing	2024	Yılmazcan Özyurt Stefan Feuerriegel Mrinmaya Sachan
+	In-Context Few-Shot Relation Extraction via Pre-Trained Language Models	2023	Yılmazcan Özyurt Stefan Feuerriegel Ce Zhang
+ PDF Chat	Behavioral graph fraud detection in E-commerce	2022	Hang Yin Zitao Zhang Zhurong Wang Yılmazcan Özyurt Weiming Liang Wenyu Dong Yang Zhao Yinan Shan
+	Behavioral graph fraud detection in E-commerce	2022	Hang Yin Zitao Zhang Zhurong Wang Yılmazcan Özyurt Weiming Liang Wenyu Dong Yang Zhao Yinan Shan
+	Contrastive Learning for Unsupervised Domain Adaptation of Time Series	2022	Yılmazcan Özyurt Stefan Feuerriegel Ce Zhang
+ PDF Chat	AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units	2021	Yılmazcan Özyurt Mathias Kraus Tobias Hatt Stefan Feuerriegel
+	Reading Task Classification Using EEG and Eye-Tracking Data	2021	Nora Hollenstein Marius Tröndle Martyna Beata Płomecka Samuel Kiegeland Yılmazcan Özyurt Lena A. Jäger Nicolas Langer
+	AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units	2021	Yılmazcan Özyurt Mathias Kraus Tobias Hatt Stefan Feuerriegel

Common Coauthors

Coauthor	Papers Together
Stefan Feuerriegel	5
Yinan Shan	2
Zitao Zhang	2
Mathias Kraus	2
Zhurong Wang	2
Tobias Hatt	2
Wenyu Dong	2
Hang Yin	2
Weiming Liang	2
Yang Zhao	1
Ce Zhang	1
Samuel Kiegeland	1
Ce Zhang	1
Mrinmaya Sachan	1
Lena A. Jäger	1
Nora Hollenstein	1
Yang Zhao	1
Nicolas Langer	1
Marius Tröndle	1
Martyna Beata Płomecka	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Hidden Markov models for zero‐inflated Poisson counts with an application to substance use	2011	Stacia M. DeSantis Dipankar Bandyopadhyay	1
+	Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction	2016	Edward Choi Andy Schuetz Walter F. Stewart Jimeng Sun	1
+	Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach	1988	Elizabeth R. DeLong David M. DeLong Daniel L. Clarke‐Pearson	1
+	Hybrid Recommender System Based on Personal Behavior Mining	2016	Zhiyuan Fang Lingqi Zhang Kun Chen	1
+	Structured Inference Networks for Nonlinear State Space Models	2016	Rahul G. Krishnan Uri Shalit David Sontag	1
+ PDF Chat	Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes	2017	Ahmed M. Alaa Jinsung Yoon Scott Hu Mihaela van der Schaar	1
+	Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets	2017	Sanjay Purushotham Chuizheng Meng Zhengping Che Yan Liu	1
+	UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction	2018	Leland McInnes John J. Healy	1
+	Sequential Behavioral Data Processing Using Deep Learning and the Markov Transition Field in Online Fraud Detection	2018	Ruinan Zhang Fanglan Zheng Wei Min	1
+ PDF Chat	Heterogeneous Graph Neural Networks for Malicious Account Detection	2018	Ziqi Liu Chaochao Chen Xinxing Yang Jun Zhou Xiaolong Li Le Song	1
+	Deep Ensemble Tensor Factorization for Longitudinal Patient Trajectories Classification	2018	Edward De Brouwer Jaak Simm Ádám Arany Yves Moreau	1
+	Modeling Irregularly Sampled Clinical Time Series	2018	Satya Narayan Shukla Benjamin M. Marlin	1
+	Watch Your Step: Learning Node Embeddings via Graph Attention	2017	Sami Abu-El-Haija Bryan Perozzi Rami Al‐Rfou Alex Alemi	1
+	Black Box Variational Inference	2014	Rajesh Ranganath Sean Gerrish David M. Blei	1
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	1
+ PDF Chat	Structured Inference Networks for Nonlinear State Space Models	2017	Rahul Krishnan Uri Shalit David Sontag	1
+	Hierarchical Hidden Markov Jump Processes for Cancer Screening Modeling	2019	Rui Meng Soper Braden Jan F. Nygård Mari Nygrad Herbert Lee	1
+ PDF Chat	Behavior sequence transformer for e-commerce recommendation in Alibaba	2019	Qiwei Chen Huan Zhao Wei Li Pipei Huang Wenwu Ou	1
+	A Time Attention based Fraud Transaction Detection Framework	2019	Longfei Li Liu Zi-qi Chaochao Chen Yalin Zhang Jun Zhou Xiaolong Li	1
+	Patient Similarity Analysis with Longitudinal Health Data	2020	Ahmed Allam Matthias Dittberner Anna Sintsova Dominique Brodbeck Michael Krauthammer	1
+ PDF Chat	Multivariate Hidden Markov Models for disease progression	2020	Andrea Martino Giuseppina Guatteri Anna Maria Paganoni	1
+ PDF Chat	Dipole	2017	Fenglong Ma Radha Chitta Jing Zhou Quanzeng You Tong Sun Jing Gao	1
+ PDF Chat	Multitask learning and benchmarking with clinical time series data	2019	Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan	1
+ PDF Chat	Hidden Markov models for alcoholism treatment trial data	2010	Kenneth E. Shirley Dylan S. Small Kevin G. Lynch Stephen A. Maisto David W. Oslin	1
+	Explainable Deep Behavioral Sequence Clustering for Transaction Fraud Detection	2021	Wei Min Weiming Liang Hang Yin Zhurong Wang Mei Li Alok Lal	1
+ PDF Chat	Estimating Risk-Adjusted Hospital Performance	2020	Eva van Weenen Stefan Feuerriegel	1
+	Graph neural networks: A review of methods and applications	2020	Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun	1
+ PDF Chat	Sequential Tests of Statistical Hypotheses	1945	A. Wald	1
+	Inductive Representation Learning on Large Graphs	2017	William L. Hamilton Rex Ying Jure Leskovec	1