Search results for "causality"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Archishman Biswas, Hernando C. Ombao	Frequency-Specific Non-Linear Granger Causality in a Network of Brain Signals.	ICASSP	2022	DBLP DOI BibTeX RDF
12	Christel Baier, Clemens Dubslaff, Florian Funke 0002, Simon Jantsch, Jakob Piribauer, Robin Ziemek	Operational Causality - Necessarily Sufficient and Sufficiently Necessary.	A Journey from Process Algebra via Timed Automata to Model Learning	2022	DBLP DOI BibTeX RDF
12	Norine Coenen, Bernd Finkbeiner, Hadar Frenkel, Christopher Hahn, Niklas Metzger 0001, Julian Siber	Temporal Causality in Reactive Systems.	ATVA	2022	DBLP DOI BibTeX RDF
12	Christel Baier, Florian Funke 0002, Jakob Piribauer, Robin Ziemek	On probability-raising causality in Markov decision processes.	FoSSaCS	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.	MICAI (1)	2022	DBLP DOI BibTeX RDF
12	Ming Du, Haodong Jing, Yongqiang Ma, Nanning Zheng 0001	Hierarchical Causality Network: Find the Effective Connectivity in Visual Cortex.	AIAI (1)	2022	DBLP DOI BibTeX RDF
12	Maciej Rosól, Jakub S. Gasior, Iwona Walecka, Bozena Werner, Gerard Cybulski, Marcel Mlynczak	Causality in cardiorespiratory signals in pediatric cardiac patients.	EMBC	2022	DBLP DOI BibTeX RDF
12	Michal Balazia, Katerina Hlavácková-Schindler, Petr Sojka, Claudia Plant	Interpretable Gait Recognition by Granger Causality.	ICPR	2022	DBLP DOI BibTeX RDF
12	Sandeep S. Kulkarni, Gabe Appleton, Duong N. Nguyen	Achieving Causality with Physical Clocks.	ICDCN	2022	DBLP DOI BibTeX RDF
12	Quynh Anh Nguyen, Arka Mitra	NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions.	CASE@EMNLP	2022	DBLP DOI BibTeX RDF
12	Theresa Krumbiegel, Sophie Decher	NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification.	CASE@EMNLP	2022	DBLP DOI BibTeX RDF
12	Fiona Anting Tan, Hansi Hettiarachchi, Ali Hürriyetoglu, Tommaso Caselli, Onur Uca, Farhana Ferdousi Liza, Nelleke Oostdijk	Event Causality Identification with Causal News Corpus - Shared Task 3, CASE 2022.	CASE@EMNLP	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.	CASE@EMNLP	2022	DBLP DOI BibTeX RDF
12	Guneet Singh Kohli, Prabsimran Kaur, Jatin Bedi	ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification.	CASE@EMNLP	2022	DBLP DOI BibTeX RDF
12	Meriem Amel Guessoum, Rahma Djiroun, Kamel Boukhalfa	Causality Analysis Method and Model Related to Why-Question Answering in Business Intelligence Context.	CSA	2022	DBLP DOI BibTeX RDF
12	Jun Wang 0031	Research on Attentional EEG Based on Granger Causality of Polynomial Kernel.	CSAE	2022	DBLP DOI BibTeX RDF
12	Kilian Rückschloß, Felix Weitkämper	Exploiting the Full Power of Pearl's Causality in Probabilistic Logic Programming.	ICLP Workshops	2022	DBLP BibTeX RDF
12	Iknoor Singh, Kalina Bontcheva, Xingyi Song, Carolina Scarton	Comparative Analysis of Engagement, Themes, and Causality of Ukraine-Related Debunks and Disinformation.	SocInfo	2022	DBLP DOI BibTeX RDF
12	Andre Thevapalan, Konstantin Haupt, Gabriele Kern-Isberner	Towards Causality-Based Conflict Resolution in Answer Set Programs.	LPNMR	2022	DBLP DOI BibTeX RDF
12	Xiao Wang, Zheng Wang 0007, Wu Liu, Xin Xu 0007, Qijun Zhao, Shin'ichi Satoh 0001	Towards Causality Inference for Very Important Person Localization.	ACM Multimedia	2022	DBLP DOI BibTeX RDF
12	Sosa Akimoto, Pierre R. Lebreton, Shoko Takahashi, Kazuhisa Yamagishi	Quantitative causality analysis of viewing abandonment reasons using Shapley value.	MMSP	2022	DBLP DOI BibTeX RDF
12	Jinhua Hu, Yan-Ning Sun, Hongwei Xu, Zhanluo Zhang, Wei Qin, Xinyu Li 0001	Causality-based Prediction Method for the Diesel Engine Assembly Line System.	CASE	2022	DBLP DOI BibTeX RDF
12	Mengdi Zhang, Jun Sun 0001	Adaptive fairness improvement based on causality analysis.	ESEC/SIGSOFT FSE	2022	DBLP DOI BibTeX RDF
12	Xianglin Yang, Yun Lin 0001, Ruofan Liu, Zhenfeng He, Chao Wang, Jin Song Dong, Hong Mei 0001	DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training.	AAAI	2022	DBLP DOI BibTeX RDF
12	Andreas Rene Fender, Christian Holz 0001	Causality-preserving Asynchronous Reality.	CHI	2022	DBLP DOI BibTeX RDF
12	Hui Chen, Jian Hu, Zuyuan Huang, Yibin Zhang, Jie Li	Correlation and Causality Analysis of Multi-Source Data in Yunnan Province.	ICITEE	2022	DBLP DOI BibTeX RDF
12	Sina Zarrieß, Hannes Groener, Torgrim Solstad, Oliver Bott	This isn't the bias you're looking for: Implicit causality, names and gender in German language models.	KONVENS	2022	DBLP BibTeX RDF
12	Benjamin Binder 0001, Mihail Asavoae, Florian Brandner, Belgacem Ben Hedia, Mathieu Jan	The Role of Causality in a Formal Definition of Timing Anomalies.	RTCSA	2022	DBLP DOI BibTeX RDF
12	Matteo Martinelli, Stefano Mariani 0001, Marco Lippi 0001, Franco Zambonelli	Self-Development and Causality in Intelligent Environments.	Intelligent Environments (Workshops)	2022	DBLP DOI BibTeX RDF
12	Dorota Zebrowska-Suchodolska, Andrzej Karpio, Rafik Nafkha	The application of Granger's causality to the study of the impact of stock exchange indexes on the food sector listed on the Warsaw Stock Exchange.	KES	2022	DBLP DOI BibTeX RDF
12	Bole Ma, Chao Tong 0001	Joint Visual Perception and Linguistic Commonsense for Daily Events Causality Reasoning.	ICME	2022	DBLP DOI BibTeX RDF
12	Camilo Sarmiento, Gauvain Bourgne, Katsumi Inoue, Jean-Gabriel Ganascia	Action Languages Based Actual Causality in Decision Making Contexts.	PRIMA	2022	DBLP DOI BibTeX RDF
12	David L. John, Bela Stantic	Forecasting Cryptocurrency Price Fluctuations with Granger Causality Analysis.	ACIIDS (Companion)	2022	DBLP DOI BibTeX RDF
12	Hieu Man, Minh Nguyen, Thien Nguyen	Event Causality Identification via Generation of Important Context Words.	*SEM@NAACL-HLT	2022	DBLP DOI BibTeX RDF
12	Olivier Jeunen, Thorsten Joachims, Harrie Oosterhuis, Yuta Saito, Flavian Vasile	CONSEQUENCES - Causality, Counterfactuals and Sequential Decision-Making for Recommender Systems.	RecSys	2022	DBLP DOI BibTeX RDF
12	Wanyu Lin, Hao Lan, Hao Wang 0014, Baochun Li	OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks.	CVPR	2022	DBLP DOI BibTeX RDF
12	Fangrui Lv, Jian Liang, Shuang Li 0008, Bin Zang, Chi Harold Liu, Ziteng Wang, Di Liu	Causality Inspired Representation Learning for Domain Generalization.	CVPR	2022	DBLP DOI BibTeX RDF
12	Pranav Gujarathi, Jack VanSchaik, Venkata Mani Babu Karri, Anushri Singh Rajapuri, Biju Cheriyan, Thankam P. Thyvalikakath, Sunandan Chakraborty	Mining Latent Disease Factors from Medical Literature using Causality.	IEEE Big Data	2022	DBLP DOI BibTeX RDF
12	Rei Taguchi, Hiroki Sakaji, Kiyoshi Izumi	SSAAM: Sentiment Signal-based Asset Allocation Method with Causality Information.	IEEE Big Data	2022	DBLP DOI BibTeX RDF
12	Yifan Jin, Jiangmeng Li, Zheng Lian, Chengbo Jiao, Xiaohui Hu	Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest.	COLING	2022	DBLP BibTeX RDF
12	Shirong Shen, Heng Zhou, Tongtong Wu, Guilin Qi	Event Causality Identification via Derivative Prompt Joint Learning.	COLING	2022	DBLP BibTeX RDF
12	Shiyao Cui, Jiawei Sheng, Xin Cong, Quangang Li, Tingwen Liu, Jinqiao Shi	Event Causality Extraction with Event Argument Correlations.	COLING	2022	DBLP 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.	COLING	2022	DBLP BibTeX RDF
12	Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen	MECI: A Multilingual Dataset for Event Causality Identification.	COLING	2022	DBLP BibTeX RDF
12	Margaret Meehan, Dane Malenfant, Andrew Piper	Causality Mining in Fiction.	Text2Story@ECIR	2022	DBLP BibTeX RDF
12	Jiaoyun Yang, Hao Xiong, Hongjin Zhang, Min Hu, Ning An	Causal Pattern Representation Learning for Extracting Causality from Literature.	MLNLP	2022	DBLP DOI 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.	LoG	2022	DBLP BibTeX RDF
12	Fukuyama Hiromi, Satoshi Fujita	Causality-Aware Metadata Propagation Scheme for Federated Social Network Servers.	CANDARW	2022	DBLP DOI BibTeX RDF
12	Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, Lydia Bazzano, Owen T. Carmichael	Nonlinear Conditional Time-Varying Granger Causality of Task fMRI via Deep Stacking Networks and Adaptive Convolutional Kernels.	MICCAI (1)	2022	DBLP DOI BibTeX RDF
12	Hao Ding, Jintan Zhang, Peter Kazanzides, Jie Ying Wu, Mathias Unberath	CaRTS: Causality-Driven Robot Tool Segmentation from Vision and Kinematics Data.	MICCAI (8)	2022	DBLP DOI BibTeX RDF
12	Youssra Rebboud, Pasquale Lisena, Raphaël Troncy	Beyond Causality: Representing Event Relations in Knowledge Graphs.	EKAW	2022	DBLP DOI BibTeX RDF
12	Jiashuo Wang, Yi Cheng, Wenjie Li	CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation.	EMNLP (Findings)	2022	DBLP DOI BibTeX RDF
12	Shaohui Peng, Xing Hu 0001, Rui Zhang 0040, Ke Tang 0001, Jiaming Guo, Qi Yi, Ruizhi Chen, Xishan Zhang, Zidong Du, Ling Li 0001, Qi Guo 0001, Yunji Chen	Causality-driven Hierarchical Structure Discovery for Reinforcement Learning.	NeurIPS	2022	DBLP BibTeX RDF
12	Harikrishnan N. B., Aditi Kathpalia, Nithin Nagaraj	Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning.	NeurIPS	2022	DBLP BibTeX RDF
12	Awa Dieng, Miriam Rateike, Golnoosh Farnadi, Ferdinando Fioretto, Matt J. Kusner, Jessica Schrouff (eds.)	Algorithmic Fairness through the Lens of Causality and Privacy Workshop, AFCP 2022, New Orleans, LA, USA (hybrid), 03 December 2022	AFCP	2022	DBLP BibTeX RDF
12	Tri Minh Nguyen 0005, Azhar Mohammed, Bao Duong, Thin Nguyen	Causality-aided Recommendation Systems.	IJCNN	2022	DBLP DOI BibTeX RDF
12	Haowei Wang, Yicheng Pan 0002, Meng Ma, Ping Wang 0003	When Dynamic Causality Comes to Graph-Temporal Neural Network.	IJCNN	2022	DBLP DOI BibTeX RDF
12	Zefeng Xie, Shengwu Xiong	Event causality extraction based on Transformer sequence annotation model.	ICIAI	2022	DBLP DOI BibTeX RDF
12	Ben Aidlin, Armin Shmilovici, Mark Last	Inferring Event Causality in Films via Common Knowledge Corpora.	ICCCI	2022	DBLP DOI BibTeX RDF
12	Clemens Dubslaff, Kallistos Weis, Christel Baier, Sven Apel	Causality in Configurable Software Systems.	ICSE	2022	DBLP DOI BibTeX RDF
12	Bing Sun, Jun Sun 0001, Long H. Pham, Tie Shi	Causality-Based Neural Network Repair.	ICSE	2022	DBLP DOI BibTeX RDF
12	Mónika Józsa, Mihály Petreczky, M. Kanat Camlibel	Relating the Network Graphs of State-Space Representations to Granger Causality Conditions.	HANDY	2022	DBLP DOI BibTeX RDF
12	Pranav Dhananjay Gujarathi, Sai Krishna Reddy Gopi Reddy, Venkata Mani Babu Karri, Ananth Reddy Bhimireddy, Anushri Singh Rajapuri, Manohar Reddy, Mounika Sabbani, Biju Cheriyan, Jack VanSchaik, Thankam Thyvalikakath, Sunandan Chakraborty	Note: Using Causality to Mine Sjögren's Syndrome related Factors from Medical Literature.	COMPASS	2022	DBLP DOI BibTeX RDF
12	Zhengming Zhao, Hang Yu 0006, Xiangfeng Luo, Jianqi Gao, Xiao Xu 0003, Shengming Guo	IA-ICGCN: Integrating Prior Knowledge via Intra-event Association and Inter-event Causality for Chinese Causal Event Extraction.	ICANN (2)	2022	DBLP DOI BibTeX RDF
12	Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir	Causality for Remote Sensing: An Exploratory Study.	IGARSS	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.	EuroSys	2022	DBLP DOI BibTeX RDF
12	Yonggang Zhang, Mingming Gong, Tongliang Liu, Gang Niu 0001, Xinmei Tian 0001, Bo Han 0003, Bernhard Schölkopf, Kun Zhang 0001	Adversarial Robustness Through the Lens of Causality.	ICLR	2022	DBLP BibTeX RDF
12	Stelios Triantafyllou, Adish Singla, Goran Radanovic	Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision Processes.	AIES	2022	DBLP DOI BibTeX RDF
12	Huiyong Sun, Yuxiang Jia, Xiaojing Du, Shuai Cao, Hongying Zan	Building a Corpus for Chinese Causality Extraction in Futures Domain.	CLSW (2)	2022	DBLP DOI BibTeX RDF
12	Yang Liu, Xiaoxia Jiang, Wenzheng Zhao, Weiyi Ge, Wei Hu	Dual Graph Convolutional Networks for Document-Level Event Causality Identification.	APWeb/WAIM (2)	2022	DBLP DOI BibTeX RDF
12	Jiayao Zhang 0001, Hongming Zhang 0009, Weijie J. Su, Dan Roth	ROCK: Causal Inference Principles for Reasoning about Commonsense Causality.	ICML	2022	DBLP 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.	IJCAI	2022	DBLP DOI BibTeX RDF
12	Yuqing He, Bin Hao, Abdelkader Nasreddine Belkacem, Jiaxin Zhang 0019, Penghai Li, Jun Liang, Changming Wang, Chao Chen	Brain Network Analysis of Hand Motor Execution and Imagery Based on Conditional Granger Causality.	HBAI@IJCAI	2022	DBLP DOI BibTeX RDF
12	Yadi Wang, Yicheng Pan 0002, Meng Ma, Ping Wang 0003	Abnormal Situation Simulation and Dynamic Causality Discovery in Urban Traffic Networks (Short Paper).	COSIT	2022	DBLP DOI BibTeX RDF
12	M. Ali Vosoughi, Axel Wismüller	Large-scale Kernelized Granger Causality (lsKGC) for inferring topology of directed graphs in brain networks.	Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging	2022	DBLP DOI BibTeX RDF
12	Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin	Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC).	Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging	2022	DBLP DOI BibTeX RDF
12	Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin	Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI data.	Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging	2022	DBLP DOI BibTeX RDF
12	Sitthichoke Subpaiboonkit, Xue Li 0001, Xin Zhao 0013, Guido Zuccon	Causality Discovery Based on Combined Causes and Multiple Causes in Drug-Drug Interaction.	ADMA (1)	2022	DBLP DOI BibTeX RDF
12	Lenon Minorics, Ali Caner Türkmen, David Kernert, Patrick Blöbaum, Laurent Callot, Dominik Janzing	Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies.	AISTATS	2022	DBLP BibTeX RDF
12	Luise Dürlich, Sebastian Reimann, Gustav Finnveden, Joakim Nivre, Sara Stymne	Cause and Effect in Governmental Reports: Two Data Sets for Causality Detection in Swedish.	PoliticalNLP@LREC	2022	DBLP BibTeX RDF
12	Farhad Moghimifar	On encoding causality for natural language understanding		2022	DOI RDF
12	Matthew R. O'Shaughnessy	Structure and Causality in Understanding Complex Systems.		2022	RDF
12	Andrew Lowy, Devansh Gupta, Meisam Razaviyayn	Stochastic Differentially Private and Fair Learning.	AFCP	2022	DBLP BibTeX RDF
12	Rina Friedberg, Ryan Rogers 0002	Privacy Aware Experimentation over Sensitive Groups: A General Chi Square Approach.	AFCP	2022	DBLP BibTeX RDF
12	Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi	Causal Discovery for Fairness.	AFCP	2022	DBLP BibTeX RDF
12	Marc Juarez, Aleksandra Korolova	“You Can’t Fix What You Can’t Measure”: Privately Measuring Demographic Performance Disparities in Federated Learning.	AFCP	2022	DBLP BibTeX RDF
12	Meng Wang 0009, Ningyu Zhang 0001	Cross-Modal Knowledge Discovery, Inference, and Challenges.	Reasoning Web	2022	DBLP DOI BibTeX RDF
12	Leopoldo E. Bertossi	Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence.	Reasoning Web	2022	DBLP DOI BibTeX RDF
12	Joohyung Lee 0002, Zhun Yang	Statistical Relational Extension of Answer Set Programming.	Reasoning Web	2022	DBLP DOI BibTeX RDF
12	Teodoro Baldazzi, Luigi Bellomarini, Markus Gerschberger, Aditya Jami, Davide Magnanimi, Markus Nissl, Aleksandar Pavlovic 0002, Emanuel Sallinger	Vadalog: Overview, Extensions and Business Applications.	Reasoning Web	2022	DBLP DOI BibTeX RDF
12	Sudeepa Roy, Babak Salimi	Causal Inference in Data Analysis with Applications to Fairness and Explanations.	Reasoning Web	2022	DBLP DOI BibTeX RDF
12	João Marques-Silva 0001	Logic-Based Explainability in Machine Learning.	Reasoning Web	2022	DBLP DOI BibTeX RDF
12	Qiming Chen, Xun Lang, Shan Lu 0009, Naveed ur Rehman, Lei Xie 0007, Hongye Su	Detection and root cause analysis of multiple plant-wide oscillations using multivariate nonlinear chirp mode decomposition and multivariate Granger causality.	Comput. Chem. Eng.	2021	DBLP DOI BibTeX RDF
12	Pei Guo, Yiyi Huang, Jianwu Wang 0001	Scalable and Flexible Two-Phase Ensemble Algorithms for Causality Discovery.	Big Data Res.	2021	DBLP DOI BibTeX RDF
12	Kerelous Waghen, Mohamed-Salah Ouali	Multi-level interpretable logic tree analysis: A data-driven approach for hierarchical causality analysis.	Expert Syst. Appl.	2021	DBLP DOI BibTeX RDF
12	Li Li 0080, Yongfang Xie, Xiaofang Chen	A method for root cause diagnosis with picture fuzzy sets based dynamic uncertain causality graph.	J. Intell. Fuzzy Syst.	2021	DBLP DOI BibTeX RDF
12	Jamel Boukhatem, Zied Ftiti, Jean-Michel Sahut	Bond market and macroeconomic stability in East Asia: a nonlinear causality analysis.	Ann. Oper. Res.	2021	DBLP DOI BibTeX RDF
12	Longzhu Li, Yaojin Lin, Hong Zhao, Jinkun Chen, Shaozi Li	Causality-based online streaming feature selection.	Concurr. Comput. Pract. Exp.	2021	DBLP DOI BibTeX RDF
12	Bo Liu 0024, Xi He, Mingdong Song, Jianqiang Li 0002, Guangzhi Qu, Jianlei Lang, Rentao Gu	A Method for Mining Granger Causality Relationship on Atmospheric Visibility.	ACM Trans. Knowl. Discov. Data	2021	DBLP DOI BibTeX RDF
12	Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf	Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis.	ACM Trans. Knowl. Discov. Data	2021	DBLP DOI BibTeX RDF