Search results for "Causality"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Dezhi Yang, Xintong He, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Jinglin Zhang	Federated Causality Learning with Explainable Adaptive Optimization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Zhenlan Ji, Pingchuan Ma 0004, Shuai Wang 0011, Yanhui Li	Causality-Aided Trade-off Analysis for Machine Learning Fairness.	CoRR	2023	DBLP DOI BibTeX RDF
12	Panyu Zhai, Yanwu Yang, Chunjie Zhang	Causality-based CTR Prediction using Graph Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
12	Shengyi Li, Qifan Xue, Yezhuo Zhang, Xuanpeng Li	CILF: Causality Inspired Learning Framework for Out-of-Distribution Vehicle Trajectory Prediction.	CoRR	2023	DBLP DOI BibTeX RDF
12	Chenguang Wang, Yepeng Liu, Xiaojian Zhang, Xuechun Li, Vladimir Paramygin, Arthriya Subgranon, Y. Peter Sheng, Xilei Zhao, Susu Xu	Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery.	CoRR	2023	DBLP DOI BibTeX RDF
12	Guoxin Chen, Yongqing Wang, Fangda Guo, Qinglang Guo, Jiangli Shao, Huawei Shen, Xueqi Cheng	Causality and Independence Enhancement for Biased Node Classification.	CoRR	2023	DBLP DOI BibTeX RDF
12	Haoyang Liu, Maheep Chaudhary, Haohan Wang	Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives.	CoRR	2023	DBLP DOI BibTeX RDF
12	Junhyung Park, Simon Buchholz, Bernhard Schölkopf, Krikamol Muandet	A Measure-Theoretic Axiomatisation of Causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Xiaosong Yuan, Ke Chen, Wanli Zuo, Yijia Zhang 0003	TC-GAT: Graph Attention Network for Temporal Causality Discovery.	CoRR	2023	DBLP DOI BibTeX RDF
12	Stefano Gogioso, Nicola Pinzani	The Geometry of Causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Ignacio Rodríguez-Rodríguez, Andrés Ortiz 0001, Nicolás Gallego-Molina, Marco A. Formoso, Wai Lok Woo	Neural source/sink phase connectivity in developmental dyslexia by means of interchannel causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Xinwei Shen, Peter Bühlmann, Armeen Taeb	Causality-oriented robustness: exploiting general additive interventions.	CoRR	2023	DBLP DOI BibTeX RDF
12	Peter Hase, Mohit Bansal, Been Kim, Asma Ghandeharioun	Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models.	CoRR	2023	DBLP DOI BibTeX RDF
12	Zhihao Cao, Hongchun Qu	Review on Causality Detection Based on Empirical Dynamic Modeling.	CoRR	2023	DBLP DOI BibTeX RDF
12	Jarry Chen, Haytham M. Fayek	The Structurally Complex with Additive Parent Causality (SCARY) Dataset.	CoRR	2023	DBLP DOI BibTeX RDF
12	Vasiliy A. Es'kin, Danil V. Davydov, Ekaterina D. Egorova, Alexey O. Malkhanov, Mikhail A. Akhukov, Mikhail E. Smorkalov	About optimal loss function for training physics-informed neural networks under respecting causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Tianyi Miao	Reducing Causality to Functions with Structural Models.	CoRR	2023	DBLP DOI BibTeX RDF
12	Jarek Duda 0001	Extracting individual variable information for their decoupling, direct mutual information and multi-feature Granger causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Shengyang Wu, Jingyu Wang, Dongyuan Shi	Extracting Physical Causality from Measurements to Detect and Localize False Data Injection Attacks.	CoRR	2023	DBLP DOI BibTeX RDF
12	Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu 0001	Causality Guided Disentanglement for Cross-Platform Hate Speech Detection.	CoRR	2023	DBLP DOI BibTeX RDF
12	Stefano Gogioso, Nicola Pinzani	The Topology of Causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Hyun Joong Kim, Yong Hyun Song, Jip Kim	Causality-based Cost Allocation for Peer-to-Peer Energy Trading in Distribution System.	CoRR	2023	DBLP DOI BibTeX RDF
12	Arun Jambulapati, Hilaf Hasson, Youngsuk Park, Yuyang Wang 0001	Testing Causality for High Dimensional Data.	CoRR	2023	DBLP DOI BibTeX RDF
12	Zhongzhou Liu, Yuan Fang 0001, Min Wu 0008	Estimating Propensity for Causality-based Recommendation without Exposure Data.	CoRR	2023	DBLP DOI BibTeX RDF
12	Xin Li 0082, Bingchen Li, Xin Jin 0014, Cuiling Lan, Zhibo Chen 0001	Learning Distortion Invariant Representation for Image Restoration from A Causality Perspective.	CoRR	2023	DBLP DOI BibTeX RDF
12	Julie Parreaux, Jakob Piribauer, Christel Baier	Counterfactual Causality for Reachability and Safety based on Distance Functions.	CoRR	2023	DBLP DOI BibTeX RDF
12	Ning Xu 0003, Yifei Gao, Hongshuo Tian, Yongdong Zhang 0001, Anan Liu	Causality is all you need.	CoRR	2023	DBLP DOI BibTeX RDF
12	Ishaan Lagwankar, Kanishka P. Wijewardena	Causality Diagrams using Hybrid Vector Clocks.	CoRR	2023	DBLP DOI BibTeX RDF
12	Rahul Jain 0018, Jingyu Shi, Andrew Benton, Moiz Rasheed, Hyungjun Doh, Subramanian Chidambaram, Karthik Ramani	Visualizing Causality in Mixed Reality for Manual Task Learning: An Exploratory Study.	CoRR	2023	DBLP DOI BibTeX RDF
12	Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting	Causal Parrots: Large Language Models May Talk Causality But Are Not Causal.	CoRR	2023	DBLP DOI BibTeX RDF
12	Gaël Gendron, Michael Witbrock, Gillian Dobbie	A Survey of Methods, Challenges and Perspectives in Causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Zhilei Hu, Zixuan Li, Xiaolong Jin, Long Bai 0002, Saiping Guan, Jiafeng Guo, Xueqi Cheng	Semantic Structure Enhanced Event Causality Identification.	CoRR	2023	DBLP DOI BibTeX RDF
12	Gianluca Carloni, Andrea Berti, Sara Colantonio	The role of causality in explainable artificial intelligence.	CoRR	2023	DBLP DOI BibTeX RDF
12	Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu 0001	PEACE: Cross-Platform Hate Speech Detection- A Causality-guided Framework.	CoRR	2023	DBLP DOI BibTeX RDF
12	Yuzhang Shang, Bingxin Xu, Gaowen Liu, Ramana Kompella, Yan Yan 0002	Causal-DFQ: Causality Guided Data-free Network Quantization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Hyunju Kim, Heesuk Son, Dongman Lee	A Causality-Aware Pattern Mining Scheme for Group Activity Recognition in a Pervasive Sensor Space.	CoRR	2023	DBLP DOI BibTeX RDF
12		Causality-based Dual-Contrastive Learning Framework for Domain Generalization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Benito van der Zander, Markus Bläser, Maciej Liskiewicz	The Hardness of Reasoning about Probabilities and Causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Shiyao Cui, Jiawei Sheng, Xin Cong, Quangang Li, Tingwen Liu, Jinqiao Shi	Event Causality Extraction with Event Argument Correlations.	CoRR	2023	DBLP DOI BibTeX RDF
12	Shuxian Du, Yaxiu Sun, Changyi Du	Causality-Based Feature Importance Quantifying Methods: PN-FI, PS-FI and PNS-FI.	CoRR	2023	DBLP DOI BibTeX RDF
12	Ruichu Cai, Yuxuan Zhu, Jie Qiao, Zefeng Liang, Furui Liu, Zhifeng Hao	Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples.	CoRR	2023	DBLP DOI BibTeX RDF
12	Wojciech Victor Fulmyk	Nonlinear Granger Causality using Kernel Ridge Regression.	CoRR	2023	DBLP DOI BibTeX RDF
12	Gianluca Carloni, Sara Colantonio	Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results.	CoRR	2023	DBLP DOI BibTeX RDF
12	Yang Liu 0246, Zhaoyang Xia, Mengyang Zhao, Donglai Wei 0002, Yuzheng Wang, Siao Liu, Bobo Ju, Gaoyun Fang, Jing Liu 0050, Liang Song	Learning Causality-inspired Representation Consistency for Video Anomaly Detection.	CoRR	2023	DBLP DOI BibTeX RDF
12	Niloy Ganguly, Dren Fazlija, Maryam Badar, Marco Fisichella, Sandipan Sikdar, Johanna Schrader, Jonas Wallat, Koustav Rudra, Manolis Koubarakis, Gourab K. Patro, Wadhah Zai El Amri, Wolfgang Nejdl	A Review of the Role of Causality in Developing Trustworthy AI Systems.	CoRR	2023	DBLP DOI BibTeX RDF
12	Rafael Pina, Varuna De Silva, Corentin Artaud	Discovering Causality for Efficient Cooperation in Multi-Agent Environments.	CoRR	2023	DBLP DOI BibTeX RDF
12	Mugariya Farooq, Shahad Hardan, Aigerim Zhumbhayeva, Yujia Zheng, Preslav Nakov, Kun Zhang 0001	Understanding Breast Cancer Survival: Using Causality and Language Models on Multi-omics Data.	CoRR	2023	DBLP DOI BibTeX RDF
12	Siyu Yuan, Deqing Yang, Jinxi Liu, Shuyu Tian, Jiaqing Liang, Yanghua Xiao, Rui Xie	Causality-aware Concept Extraction based on Knowledge-guided Prompting.	CoRR	2023	DBLP DOI BibTeX RDF
12	Weijie Li, Wei Yang, Li Liu, Wenpeng Zhang 0002, Yongxiang Liu	Discovering and Explaining the Non-Causality of Deep Learning in SAR ATR.	CoRR	2023	DBLP DOI BibTeX RDF
12	Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He 0007, Yaohui Jin	Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Leopoldo E. Bertossi	From Database Repairs to Causality in Databases and Beyond.	CoRR	2023	DBLP DOI BibTeX RDF
12	Kaizhong Zheng, Shujian Yu, Badong Chen	CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis.	CoRR	2023	DBLP DOI BibTeX RDF
12	Ilias Tsoumas, Vasileios Sitokonstantinou, Georgios Giannarakis, Evagelia Lampiri, Christos Athanassiou, Gustau Camps-Valls, Charalampos Kontoes, Ioannis Athanasiadis	Causality and Explainability for Trustworthy Integrated Pest Management.	CoRR	2023	DBLP DOI BibTeX RDF
12	Wei Zhao, Zhe Li, Jun Sun	Causality Analysis for Evaluating the Security of Large Language Models.	CoRR	2023	DBLP DOI BibTeX RDF
12	Lewis Hammond, James Fox, Tom Everitt, Ryan Carey, Alessandro Abate, Michael J. Wooldridge	Reasoning about Causality in Games.	CoRR	2023	DBLP DOI BibTeX RDF
12	Rafael Pina, Varuna De Silva, Corentin Artaud	Learning Independently from Causality in Multi-Agent Environments.	CoRR	2023	DBLP DOI BibTeX RDF
12	Yang Liu 0267, Guanbin Li, Liang Lin	Causality-aware Visual Scene Discovery for Cross-Modal Question Reasoning.	CoRR	2023	DBLP DOI BibTeX RDF
12	Haozhe Wang, Chao Du, Panyan Fang, Li He, Liang Wang, Bo Zheng 0007	Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning.	CoRR	2023	DBLP DOI BibTeX RDF
12	Gianluca Carloni, Eva Pachetti, Sara Colantonio	Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI.	CoRR	2023	DBLP DOI BibTeX RDF
12	Yann Munro, Camilo Sarmiento, Isabelle Bloch, Gauvain Bourgne, Marie-Jeanne Lesot	Temporality and Causality in Abstract Argumentation.	CoRR	2023	DBLP DOI BibTeX RDF
12	Xiaojia Chen, Xuanhan Wang, Lianli Gao, Beitao Chen, Jingkuan Song, Heng Tao Shen	CIParsing: Unifying Causality Properties into Multiple Human Parsing.	CoRR	2023	DBLP DOI BibTeX RDF
12	Sein Minn, Shunkai Fu	Fast & Efficient Learning of Bayesian Networks from Data: Knowledge Discovery and Causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Wei Xiang 0005, Chuanhong Zhan, Bang Wang	DAPrompt: Deterministic Assumption Prompt Learning for Event Causality Identification.	CoRR	2023	DBLP DOI BibTeX RDF
12	Michael Gelfond, Jorge Fandinno, Evgenii Balai	Embracing Background Knowledge in the Analysis of Actual Causality: An Answer Set Programming Approach.	CoRR	2023	DBLP DOI BibTeX RDF
12	Franziska Heeg, Ingo Scholtes	Using Causality-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs.	CoRR	2023	DBLP DOI BibTeX RDF
12	Qiankun Zuo, Ling Chen, Shuqiang Wang	Brain Diffuser with Hierarchical Transformer for MCI Causality Analysis.	CoRR	2023	DBLP DOI BibTeX RDF
12	Víctor Elvira, Émilie Chouzenoux, Jordi Cerdà, Gustau Camps-Valls	Graphs in State-Space Models for Granger Causality in Climate Science.	CoRR	2023	DBLP DOI BibTeX RDF
12	Zhenlan Ji, Pingchuan Ma 0004, Zongjie Li, Shuai Wang	Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach.	CoRR	2023	DBLP DOI BibTeX RDF
12	Emre Kiciman, Robert Ness, Amit Sharma 0007, Chenhao Tan	Causal Reasoning and Large Language Models: Opening a New Frontier for Causality.	CoRR	2023	DBLP DOI BibTeX RDF
12	Xiaozhen Lian, Liang Hou, Wenbo Zhang, Husehng Yan, Ying Liu	Identifying risky components of display products for redesign considering user attention and failure causality.	Soft Comput.	2023	DBLP DOI BibTeX RDF
12	Hao Ding, Jie Ying Wu, Zhaoshuo Li, Mathias Unberath	Rethinking causality-driven robot tool segmentation with temporal constraints.	Int. J. Comput. Assist. Radiol. Surg.	2023	DBLP DOI BibTeX RDF
12	Myeongji Oh, Hyejin Jang, Sunhye Kim, Byungun Yoon	Main path analysis for technological development using SAO structure and DEMATEL based on keyword causality.	Scientometrics	2023	DBLP DOI BibTeX RDF
12	Junfan Lin, Keze Wang, Ziliang Chen, Xiaodan Liang, Liang Lin	Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical Diagnosis.	IEEE Trans. Pattern Anal. Mach. Intell.	2023	DBLP DOI BibTeX RDF
12	Alberto Porta, Francesca Gelpi, Vlasta Bari, Beatrice Cairo, Beatrice De Maria, Davide Tonon, Gianluca Rossato, Luca Faes	Concomitant evaluation of cardiovascular and cerebrovascular controls via Geweke spectral causality to assess the propensity to postural syncope.	Medical Biol. Eng. Comput.	2023	DBLP DOI BibTeX RDF
12	Carlos Cruz-Montecinos, Xavier García-Massó, Huub Maas, Mauricio Cerda, Javier Ruiz-del-Solar, Claudio Tapia	Detection of intermuscular coordination based on the causality of empirical mode decomposition.	Medical Biol. Eng. Comput.	2023	DBLP DOI BibTeX RDF
12	Bocheng Wang, Alzheimer's Disease Neuroimaging Initiative	Enhanced brain efficiency network by integrating the new causality with fMRI and its application for Alzheimer's Disease study.	Biomed. Signal Process. Control.	2023	DBLP DOI BibTeX RDF
12	Xiaohui Gao, Weijie Huang, Yize Liu, Yinuo Zhang, Jiamin Zhang, Cunbo Li, Joyce Chelangat Bore, Zhenyu Wang, Yajing Si, Yin Tian, Peiyang Li	A novel robust Student's t-based Granger causality for EEG based brain network analysis.	Biomed. Signal Process. Control.	2023	DBLP DOI BibTeX RDF
12	Weibing Wan, Yang Chen, Yongbin Gao, Chen Shao, Yuming Zhao	A fine-grained causality extraction model incorporating relative location coding.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
12	Caoyun Fan, Wenqing Chen, Jidong Tian, Yitian Li, Hao He 0007, Yaohui Jin	Accurate use of label dependency in multi-label text classification through the lens of causality.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
12	Hoda Nemat, Heydar Khadem, Jackie Elliott, Mohammed Benaissa	Causality analysis in type 1 diabetes mellitus with application to blood glucose level prediction.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
12	Jintao Liu, Zequn Zhang, Zhi Guo, Li Jin, Xiaoyu Li, Kaiwen Wei, Xian Sun	KEPT: Knowledge Enhanced Prompt Tuning for event causality identification.	Knowl. Based Syst.	2023	DBLP DOI BibTeX RDF
12	Qiong Wang, Wenpo Yao, Dengxuan Bai, Wanyi Yi, Wei Yan, Jun Wang 0031	Schizophrenia MEG Network Analysis Based on Kernel Granger Causality.	Entropy	2023	DBLP DOI BibTeX RDF
12	Fumikazu Miwakeichi, Andreas Galka	Comparison of Bootstrap Methods for Estimating Causality in Linear Dynamic Systems: A Review.	Entropy	2023	DBLP DOI BibTeX RDF
12	Yijia Ma, Jing Qian, Qizhang Gu, Wanyi Yi, Wei Yan, Jianxuan Yuan, Jun Wang 0031	Network Analysis of Depression Using Magnetoencephalogram Based on Polynomial Kernel Granger Causality.	Entropy	2023	DBLP DOI BibTeX RDF
12	Weng Siew Lam, Weng Hoe Lam, Saiful Hafizah Jaaman, Pei Fun Lee	Bibliometric Analysis of Granger Causality Studies.	Entropy	2023	DBLP DOI BibTeX RDF
12	Heng Jie Choong, Eun-Jin Kim, Fei He 0002	Causality Analysis with Information Geometry: A Comparison.	Entropy	2023	DBLP DOI BibTeX RDF
12	Sridhar Mahadevan	Universal Causality.	Entropy	2023	DBLP DOI BibTeX RDF
12	Pedro Celso-Arellano, Victor Gualajara, Semei Coronado, Jose N. Martinez, Francisco Venegas-Martínez	Impact of the Global Fear Index (COVID-19 Panic) on the S&P Global Indices Associated with Natural Resources, Agribusiness, Energy, Metals, and Mining: Granger Causality and Shannon and Rényi Transfer Entropy.	Entropy	2023	DBLP DOI BibTeX RDF
12	Ute Deichmann	Self-Organization and Genomic Causality in Models of Morphogenesis.	Entropy	2023	DBLP DOI BibTeX RDF
12	Ke Liu 0008, Qin Lai, Peiyang Li, Zhuliang Yu, Bin Xiao 0002, Cuntai Guan, Wei Wu 0022	Robust Bayesian Estimation of EEG-Based Brain Causality Networks.	IEEE Trans. Biomed. Eng.	2023	DBLP DOI BibTeX RDF
12	Shohei Tanaka, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura 0001	Reflective action selection based on positive-unlabeled learning and causality detection model.	Comput. Speech Lang.	2023	DBLP DOI BibTeX RDF
12	Jince Wang, Zibo He, Tianyu Geng, Feihu Huang, Pu Gong, Peiyu Yi, Jian Peng 0002	State Causality and Adaptive Covariance Decomposition Based Time Series Forecasting.	Sensors	2023	DBLP DOI BibTeX RDF
12	Georgios Koutroulis, Belgin Mutlu, Roman Kern	A Causality-Inspired Approach for Anomaly Detection in a Water Treatment Testbed.	Sensors	2023	DBLP DOI BibTeX RDF
12	Alex Thomas, Mahesan Niranjan, Julian Legg	Causal Analysis of Physiological Sleep Data Using Granger Causality and Score-Based Structure Learning.	Sensors	2023	DBLP DOI BibTeX RDF
12	Jingpeng Sun, Kai Yuan, Chen Chen 0036, Heng Xu, Hesong Wang, Yuxing Zhi, Silong Peng, Chung-Kang Peng, Norden E. Huang, Guangrui Huang, Albert Yang	Causality Network of Infectious Disease Revealed With Causal Decomposition.	IEEE J. Biomed. Health Informatics	2023	DBLP DOI BibTeX RDF
12	Liangjie Sun, Yushan Qiu, Wai-Ki Ching, Pu Zhao, Quan Zou 0001	PCB: A pseudotemporal causality-based Bayesian approach to identify EMT-associated regulatory relationships of AS events and RBPs during breast cancer progression.	PLoS Comput. Biol.	2023	DBLP DOI BibTeX RDF
12	Jing Wang 0016, Ruixue Jia, Jinglin Zhou, Meng Zhou	Mining Sequential Alarm Pattern Based on the Incremental Causality PrefixSpan Algorithm.	IEEE Trans. Artif. Intell.	2023	DBLP DOI BibTeX RDF
12	M. R. Rahul, Shital S. Chiddarwar	A causality-inspired data augmentation approach to cross-domain burr detection using randomly weighted shallow networks.	Int. J. Mach. Learn. Cybern.	2023	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.	Proc. ACM Manag. Data	2023	DBLP DOI BibTeX RDF
12	Michael Gelfond, Jorge Fandinno, Evgenii Balai	Embracing Background Knowledge in the Analysis of Actual Causality: An Answer Set Programming Approach.	Theory Pract. Log. Program.	2023	DBLP DOI BibTeX RDF