Search results for "causality"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Mathias Lechner, Ramin M. Hasani, Alexander Amini, Tsun-Hsuan Wang, Thomas A. Henzinger, Daniela Rus	Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jun Hyun Nam, Sangwoo Mo, Jaeho Lee 0001, Jinwoo Shin	Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling.	CoRR	2022	DBLP DOI BibTeX RDF
12	Hien Huynh, Tomas O. Lentz, Emiel van Miltenburg	Implicit causality in GPT-2: a case study.	CoRR	2022	DBLP DOI BibTeX RDF
12	Md. Ahsanul Kabir, Aljohara Almulhim, Xiao Luo 0002, Mohammad Al Hasan	Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns.	CoRR	2022	DBLP DOI BibTeX RDF
12	David Bruns-Smith	Model-Free and Model-Based Policy Evaluation when Causality is Uncertain.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tapas Nayak, Soumya Sharma, Yash Butala, Koustuv Dasgupta, Pawan Goyal 0002, Niloy Ganguly	A Generative Approach for Financial Causality Extraction.	CoRR	2022	DBLP DOI BibTeX RDF
12	Georgiana Caltais, Can Olmezoglu	Counterfactual Causality in Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tjark Koopmann, Christian Neurohr, Lina Putze, Lukas Westhofen 0001, Roman Gansch, Ahmad Adee	Grasping Causality for the Explanation of Criticality for Automated Driving.	CoRR	2022	DBLP DOI BibTeX RDF
12	Quynh Anh Nguyen, Arka Mitra	Causality Detection using Multiple Annotation Decision.	CoRR	2022	DBLP DOI BibTeX RDF
12	Aditi Kathpalia, Nithin Nagaraj	Granger Causality for Compressively Sensed Sparse Signals.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jiangmeng Li, Wenyi Mo, Wenwen Qiang, Bing Su 0001, Changwen Zheng	Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt.	CoRR	2022	DBLP DOI BibTeX RDF
12	Wanyu Lin, Hao Lan, Hao Wang 0022, Baochun Li	OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Haotian Chen, Lingwei Zhang, Fanchao Chen, Yang Yu	Knowledge is Power: Understanding Causality Makes Legal judgment Prediction Models More Generalizable and Robust.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yi-Lin Tuan, Alon Albalak, Wenda Xu, Michael Saxon, Connor Pryor, Lise Getoor, William Yang Wang	CausalDialogue: Modeling Utterance-level Causality in Conversations.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yang Tian, Hedong Hou, Guangzheng Xu, Yaoyuan Wang, Ziyang Zhang, Pei Sun	Analytic relations between networks: encoding, decoding, and causality.	CoRR	2022	DBLP DOI BibTeX RDF
12	Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant	Interpretable Gait Recognition by Granger Causality.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yusuke Kawamoto 0001, Tetsuya Sato 0001, Kohei Suenaga	Formalizing Statistical Causality via Modal Logic.	CoRR	2022	DBLP DOI BibTeX RDF
12	Wenzhuo Yang, Kun Zhang 0001, Steven C. H. Hoi	Causality-Based Multivariate Time Series Anomaly Detection.	CoRR	2022	DBLP DOI BibTeX RDF
12	Clemens Dubslaff, Kallistos Weis, Christel Baier, Sven Apel	Causality in Configurable Software Systems.	CoRR	2022	DBLP BibTeX RDF
12	Jiashuo Wang, Yi Cheng, Wenjie Li	CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Aida Rahmattalabi, Alice Xiang	Promises and Challenges of Causality for Ethical Machine Learning.	CoRR	2022	DBLP BibTeX RDF
12	Sifan Wang, Shyam Sankaran, Paris Perdikaris	Respecting causality is all you need for training physics-informed neural networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Christel Baier, Florian Funke 0002, Jakob Piribauer, Robin Ziemek	On probability-raising causality in Markov decision processes.	CoRR	2022	DBLP BibTeX RDF
12	Camilo Sarmiento, Gauvain Bourgne, Daniele Cavalli, Katsumi Inoue, Jean-Gabriel Ganascia	Action Languages Based Actual Causality in Ethical Decision Making Contexts.	CoRR	2022	DBLP DOI BibTeX RDF
12	M. Z. Naser	Causality, Causal Discovery, and Causal Inference in Structural Engineering.	CoRR	2022	DBLP DOI BibTeX RDF
12	Pingchuan Ma 0004, Rui Ding 0001, Shuai Wang 0011, Shi Han, Dongmei Zhang 0001	XInsight: eXplainable Data Analysis Through The Lens of Causality.	CoRR	2022	DBLP DOI BibTeX RDF
12	Clément Aubert, Ross Horne, Christian Johansen	Bisimulations Respecting Duration and Causality for the Non-interleaving Applied π-Calculus.	EXPRESS/SOS	2022	DBLP DOI BibTeX RDF
12	Jiayao Zhang 0001, Hongming Zhang 0009, Dan Roth, Weijie J. Su	Causal Inference Principles for Reasoning about Commonsense Causality.	CoRR	2022	DBLP BibTeX RDF
12	Cong Geng, Huizi Wu, Hui Fang 0002	Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation.	CoRR	2022	DBLP BibTeX RDF
12	Lisi Qarkaxhija, Vincenzo Perri, Ingo Scholtes	De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs.	CoRR	2022	DBLP DOI BibTeX RDF
12	Matthew J. Vowels	Trying to Outrun Causality with Machine Learning: Limitations of Model Explainability Techniques for Identifying Predictive Variables.	CoRR	2022	DBLP BibTeX RDF
12	Zexuan Yin, Paolo Barucca	Deep Recurrent Modelling of Granger Causality with Latent Confounding.	CoRR	2022	DBLP BibTeX RDF
12	Xiong Ying, Si-Yang Leng, Huanfei Ma 0001, Qing Nie, Ying-Cheng Lai, Wei Lin	Continuity scaling: A rigorous framework for detecting and quantifying causality accurately.	CoRR	2022	DBLP DOI BibTeX RDF
12	Maria Krantz, Alexander Windmann, René Heesch, Lukas Moddemann, Oliver Niggemann	On a Uniform Causality Model for Industrial Automation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Bing Sun, Jun Sun 0001, Hong Long Pham, Jie Shi	Causality-based Neural Network Repair.	CoRR	2022	DBLP DOI BibTeX RDF
12	Iván Reyes-Amezcua, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Andres Mendez-Vazquez, Eduardo Rodriguez-Tello	MACFE: A Meta-learning and Causality Based Feature Engineering Framework.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jiaxin Ye, Xin-Cheng Wen, Xuan-Ze Wang, Yong Xu, Yan Luo, Chang-Li Wu, Li-Yan Chen, Kun-Hong Liu 0001	GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition.	CoRR	2022	DBLP DOI BibTeX RDF
12	Meiqi Chen 0001, Yixin Cao 0002, Kunquan Deng, Mukai Li, Kun Wang, Jing Shao, Yan Zhang	ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification.	CoRR	2022	DBLP DOI BibTeX RDF
12	Hristo Petkov, Colin Hanley, Feng Dong	Causality Learning With Wasserstein Generative Adversarial Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Christel Baier, Jakob Piribauer, Robin Ziemek	Foundations of probability-raising causality in Markov decision processes.	CoRR	2022	DBLP DOI BibTeX RDF
12	Schyler C. Sun, Bailu Jin, Zhuangkun Wei, Weisi Guo	Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process.	CoRR	2022	DBLP DOI BibTeX RDF
12	Rambod Mojgani, Maciej Balajewicz, Pedram Hassanzadeh	Lagrangian PINNs: A causality-conforming solution to failure modes of physics-informed neural networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mengdi Zhang, Jun Sun 0001	Adaptive Fairness Improvement Based on Causality Analysis.	CoRR	2022	DBLP DOI BibTeX RDF
12	Samuel Horváth, Malik Shahid Sultan, Hernando Ombao	Granger Causality using Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Adam Nik, Ge Zhang, Xingran Chen, Mingyu Li, Jie Fu	1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data.	CoRR	2022	DBLP DOI BibTeX RDF
12	Nan Chen, Yinling Zhang	A Causality-Based Learning Approach for Discovering the Underlying Dynamics of Complex Systems from Partial Observations with Stochastic Parameterization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi	Unicorn: Reasoning about Configurable System Performance through the lens of Causality.	CoRR	2022	DBLP BibTeX RDF
12	Sridhar Mahadevan	A Layered Architecture for Universal Causality.	CoRR	2022	DBLP DOI BibTeX RDF
12	Iknoor Singh, Kalina Bontcheva, Xingyi Song, Carolina Scarton	Comparative Analysis of Engagement, Themes, and Causality of Ukraine-Related Debunks and Disinformation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Takumu Okada, Shogo Okamoto, Yoji Yamada	Affective Dynamics: Causality Modeling of Temporally Evolving Perceptual and Affective Responses.	IEEE Trans. Affect. Comput.	2022	DBLP DOI BibTeX RDF
12	Guangli Zhu, Zhengyan Sun, Shunxiang Zhang, Subo Wei, Kuan-Ching Li	Causality extraction model based on two-stage GCN.	Soft Comput.	2022	DBLP DOI BibTeX RDF
12	Sudeepa Roy	Toward Interpretable and Actionable Data Analysis with Explanations and Causality. (PDF / PS)	Proc. VLDB Endow.	2022	DBLP DOI BibTeX RDF
12	Chunjuan Luan, Siming Deng, John R. Allison	Mutual Granger "causality" between scientific instruments and scientific publications.	Scientometrics	2022	DBLP DOI BibTeX RDF
12	Marco Túlio Quintino, Daniel Ebler	Deterministic transformations between unitary operations: Exponential advantage with adaptive quantum circuits and the power of indefinite causality.	Quantum	2022	DBLP DOI BibTeX RDF
12	Mariami Gachechiladze, Bartlomiej Bak, Marcin Pawlowski 0004, Nikolai Miklin	Quantum Bell inequalities from Information Causality - tight for Macroscopic Locality.	Quantum	2022	DBLP DOI BibTeX RDF
12	Alex Tank, Ian Covert, Nicholas J. Foti, Ali Shojaie, Emily B. Fox	Neural Granger Causality.	IEEE Trans. Pattern Anal. Mach. Intell.	2022	DBLP DOI BibTeX RDF
12	Md. Ahsanul Kabir, Aljohara Almulhim, Xiao Luo 0002, Mohammad Al Hasan	Informative Causality Extraction from Medical Literature via Dependency-Tree-Based Patterns.	J. Heal. Informatics Res.	2022	DBLP DOI BibTeX RDF
12	Gamaliel Palomo, Mario Siller, Arnaud Grignard	An agent-based model of the dual causality between individual and collective behaviors in an epidemic.	Comput. Biol. Medicine	2022	DBLP DOI BibTeX RDF
12	Yuan Sui, Shanshan Feng, Huaxiang Zhang 0001, Jian Cao 0001, Liang Hu 0004, Nengjun Zhu	Causality-aware Enhanced Model for Multi-hop Question Answering over Knowledge Graphs.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
12	Jianqi Gao, Hang Yu 0006, Shuang Zhang	Joint event causality extraction using dual-channel enhanced neural network.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
12	Limin Wang 0007, Jiaping Zhou, Junyang Wei, Meng Pang, Minghui Sun	Learning causal Bayesian networks based on causality analysis for classification.	Eng. Appl. Artif. Intell.	2022	DBLP DOI BibTeX RDF
12	Shahab Hosseini, Rashed Poormirzaee, Mohsen Hajihassani	Application of reliability-based back-propagation causality-weighted neural networks to estimate air-overpressure due to mine blasting.	Eng. Appl. Artif. Intell.	2022	DBLP DOI BibTeX RDF
12	Ivan P. Christov	Correction: Christov, I.P. Effects of Spatial Nonlocality versus Nonlocal Causality for Bound Electrons in External Fields. Entropy 2022, 24, 840.	Entropy	2022	DBLP DOI BibTeX RDF
12	Florio M. Ciaglia, Fabio Di Cosmo, Alberto Ibort, Giuseppe Marmo, Luca Schiavone, Alessandro Zampini	Causality in Schwinger's Picture of Quantum Mechanics.	Entropy	2022	DBLP DOI BibTeX RDF
12	Baki Unal	Causality Analysis for COVID-19 among Countries Using Effective Transfer Entropy.	Entropy	2022	DBLP DOI BibTeX RDF
12	Daeng Ahmad Zuhri Zuhud, Muhammad Hasannudin Musa, Munira Ismail, Hafizah Bahaludin, Fatimah Abdul Razak	The Causality and Uncertainty of the COVID-19 Pandemic to Bursa Malaysia Financial Services Index's Constituents.	Entropy	2022	DBLP DOI BibTeX RDF
12	Xuanru Zhou, Shuxian Zheng, Hua Zhang, Qunyi Liu, Wanli Xing, Xiaotong Li, Yawen Han, Pei Zhao	Risk Transmission of Trade Price Fluctuations from a Nickel Chain Perspective: Based on Systematic Risk Entropy and Granger Causality Networks.	Entropy	2022	DBLP DOI BibTeX RDF
12	Semei Coronado, Jose N. Martinez, Victor Gualajara, Omar Rojas	Transfer Entropy Granger Causality between News Indices and Stock Markets in U.S. and Latin America during the COVID-19 Pandemic.	Entropy	2022	DBLP DOI BibTeX RDF
12	Ivan P. Christov	Effects of Spatial Nonlocality versus Nonlocal Causality for Bound Electrons in External Fields.	Entropy	2022	DBLP DOI BibTeX RDF
12	Alessandro Capurso	The Potential of a Thick Present through Undefined Causality and Non-Locality.	Entropy	2022	DBLP DOI BibTeX RDF
12	Håkon Otneim, Geir Drage Berentsen, Dag Tjøstheim	Local Lead-Lag Relationships and Nonlinear Granger Causality: An Empirical Analysis.	Entropy	2022	DBLP DOI BibTeX RDF
12	Abiodun Brimmo Yusuf, Ah-Lian Kor, Hissam Tawfik	Integrating the HFACS Framework and Fuzzy Cognitive Mapping for In-Flight Startle Causality Analysis.	Sensors	2022	DBLP DOI BibTeX RDF
12	Xusong Bu, Hao Nie, Zhan Zhang, Qin Zhang 0007	An Industrial Fault Diagnostic System Based on a Cubic Dynamic Uncertain Causality Graph.	Sensors	2022	DBLP DOI BibTeX RDF
12	Fatemeh Hasanzadeh, Maryam Mohebbi, Reza Rostami	A Nonlinear Effective Connectivity Measure Based on Granger Causality and Volterra Series.	IEEE J. Biomed. Health Informatics	2022	DBLP DOI BibTeX RDF
12	Kerelous Waghen, Mohamed-Salah Ouali	A Data-Driven Fault Tree for a Time Causality Analysis in an Aging System.	Algorithms	2022	DBLP DOI BibTeX RDF
12	Maciej Rosól, Marcel Mlynczak, Gerard Cybulski	Granger causality test with nonlinear neural-network-based methods: Python package and simulation study.	Comput. Methods Programs Biomed.	2022	DBLP DOI BibTeX RDF
12	Hongming Li, Ran Dou, Andreas Keil, José C. Príncipe	A self-learning cognitive architecture exploiting causality from rewards.	Neural Networks	2022	DBLP DOI BibTeX RDF
12	Anna Korzeniewska, Takumi Mitsuhashi, Yujing Wang, Eishi Asano, Piotr J. Franaszczuk, Nathan E. Crone	Significance of event related causality (ERC) in eloquent neural networks.	Neural Networks	2022	DBLP DOI BibTeX RDF
12	Zynobia Barson, Peterson Owusu Junior, Anokye Mohammed Adam, Emmanuel Asafo-Adjei	Connectedness between Gold and Cryptocurrencies in COVID-19 Pandemic: A Frequency-Dependent Asymmetric and Causality Analysis.	Complex.	2022	DBLP DOI BibTeX RDF
12	Yi Zhang 0042, Guan Wang, Ziwen Li, Mingjun Xie, Branko G. Celler, Steven W. Su, Peng Xu 0001, Dezhong Yao 0001	Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series.	Frontiers Neuroinformatics	2022	DBLP DOI BibTeX RDF
12	Parinthorn Manomaisaowapak, Anawat Nartkulpat, Jitkomut Songsiri	Granger Causality Inference in EEG Source Connectivity Analysis: A State-Space Approach.	IEEE Trans. Neural Networks Learn. Syst.	2022	DBLP DOI BibTeX RDF
12	Judea Pearl	Causality 2002-2020 - Introduction.	Probabilistic and Causal Inference	2022	DBLP DOI BibTeX RDF
12	Bernhard Schölkopf	Causality for Machine Learning.	Probabilistic and Causal Inference	2022	DBLP DOI BibTeX RDF
12	Judea Pearl	Causality 1988-2001 - Introduction.	Probabilistic and Causal Inference	2022	DBLP DOI BibTeX RDF
12	Ignacio Rodríguez-Rodríguez, Andrés Ortiz 0001, Marco A. Formoso, Nicolás Gallego-Molina, Juan Luis Luque	Inter-channel Granger Causality for Estimating EEG Phase Connectivity Patterns in Dyslexia.	IWINAC (1)	2022	DBLP DOI BibTeX RDF
12	Anshuman Misra, Ajay D. Kshemkalyani	Detecting Causality in the Presence of Byzantine Processes: There is No Holy Grail.	NCA	2022	DBLP DOI BibTeX RDF
12	Yujie Zhang, Rujiang Bai, Ling Kong, Xiaoyue Wang 0003	2SCE-4SL: A 2-Stage Causality Extraction Framework for Scientific Literature.	EEKE@JCDL	2022	DBLP BibTeX RDF
12	Dehao Dai, Desheng Wu	An Innovative Decision Support Approach to Measure the Propagation of Systemic Risk Using Granger Causality Networks.	CIPAE	2022	DBLP DOI BibTeX RDF
12	Songgaojun Deng, Huzefa Rangwala, Yue Ning 0001	Causality Enhanced Societal Event Forecasting With Heterogeneous Graph Learning.	ICDM	2022	DBLP DOI BibTeX RDF
12	Emily Sheetz, Xiaotong Chen, Zhen Zeng, Kaizhi Zheng, Qiuyu Shi, Odest Chadwicke Jenkins	Composable Causality in Semantic Robot Programming.	ICRA	2022	DBLP DOI BibTeX RDF
12	Qian Cao, Charles Jnr. Asiedu, Xiulan Hao	Research on the Detection of Causality for Textual Emotion-Cause Pair Based on BERT.	ICAIS (1)	2022	DBLP DOI BibTeX RDF
12	Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin	Exploring directed network connectivity in complex systems using large-scale augmented Granger causality (lsAGC).	Medical Imaging: Computer-Aided Diagnosis	2022	DBLP DOI BibTeX RDF
12	Marina Sardà Gou, Gabriella Lakatos, Patrick Holthaus, Luke Jai Wood, Mohammad Reza Mousavi 0001, Ben Robins, Farshid Amirabdollahian	Towards understanding causality - a retrospective study of using explanations in interactions between a humanoid robot and autistic children.	RO-MAN	2022	DBLP DOI BibTeX RDF
12	Yi Jing, Zhenyu Liu, Jing Gao 0006, Tao Li	A Causality Network Construction Method for High Dimensional Time Series Big Data.	DSIT	2022	DBLP DOI BibTeX RDF
12	Chen Xu, Shanshan Li	A Causality-based Event Evolution Graph of Fraud in Charitable Crowdfunding.	PACIS	2022	DBLP BibTeX RDF
12	Robert Maier, Jürgen Mottok	BayesianSafety - An Open-Source Package for Causality-Guided, Multi-model Safety Analysis.	SAFECOMP	2022	DBLP DOI BibTeX RDF
12	Serene Banerjee, Raul R. Martin, Abel Pardo	Frequency-aware Time Series Forecasting, Anomaly Detection, Classification and Granger Causality.	COMSNETS	2022	DBLP DOI BibTeX RDF
12	Sebastian Reimann, Sara Stymne	Exploring Cross-Lingual Transfer to Counteract Data Scarcity for Causality Detection.	WWW (Companion Volume)	2022	DBLP DOI BibTeX RDF
12	Tapas Nayak, Soumya Sharma, Yash Butala, Koustuv Dasgupta, Pawan Goyal 0002, Niloy Ganguly	A Generative Approach for Financial Causality Extraction.	WWW (Companion Volume)	2022	DBLP DOI BibTeX RDF
12	Anwesha Das, Daniel Ratner, Alex Aiken	Performance Variability and Causality in Complex Systems.	ACSOS-C	2022	DBLP DOI BibTeX RDF