Filling-in and suppression of visual perception from context: a Bayesian account of perceptual biases by contextual influences. by Li Zhaoping, Li Jingling

“…Meanwhile, high-contrast contextual bars, regardless of whether they group well with the target, bias the observers to perceive no target. A Bayesian model of visual inference is shown to account for the data well, illustrating that the context influences the perception in two ways: (1) biasing observers' prior belief that a target should be present according to visual grouping principles, and (2) biasing observers' internal model of the likely input contrasts caused by a target bar. …”
Get full text

How Flavorsome Was That Movie? Using a Bayesian Network Approach to Understand How Audiovisual Stimuli Influence Emotions and Flavor Perception by Yi Hsuan Tiffany Lin, Daniel Shepherd, Kevin Kantono, Yifan Dai, Nazimah Hamid

Get full text

Exaggerated perception of change with greater sensory imprecision by George T. Herbert, Choi Tim Ho, Julia Goddard, Harry J. Garthwaite, Jessica Komes, Christopher I. Petkov, William Sedley

“…Abstract Bayesian models describe precision (inverse variance) as a key determinant of perception. …”
Get full text

Modeling the Effect of Greenways’ Multilevel Visual Characteristics on Thermal Perception in Summer Based on Bayesian Network and Computer Vision by Yongrong Zheng, Siren Lan, Jiayi Zhao, Yuhan Liu, Songjun He, Chang Liu

“…The results showed that: (1) SE, WI, and SV significantly positively influence TS, while L significantly negatively influences TS (R² = 0.6805, <i>p</i>-value < 0.05); (2) WI, TS, and SV significantly positively influence TP (R² = 0.759, <i>p</i>-value < 0.05).…”
Get full text

Assessment of self-reported perception and aspirations of online undergraduate students regarding STEM fields by Jordan Norwood, Felix M. Pabon-Rodriguez, Angel L. Figueroa-Rosado

“…Descriptive statistics and a Bayesian logistic regression model were used to analyze the data. …”
Get full text

Mind the perception gap: Identifying differences in views among stakeholder groups of shared mobility services through bayesian best-worst method by Ehsan Amirnazmiafshar, Marco Diana

“…Based on 628 surveys collected between November 2021 and February 2022 and analyzed using the Bayesian Best-Worst Method (BWM) multicriteria technique, it highlights key differences in prioritizing factors influencing shared mobility demand.Key Findings: For car-sharing, policy-makers overestimate the importance of trip purpose compared to both users and non-users, while undervaluing service availability. …”
Get full text

Predictive Processing in Autism Spectrum Disorder: The Atypical Iterative Prior Updating Account by Zhuanghua Shi, Fredrik Allenmark, Laura A. Theisinger, Rasmus L. Pistorius, Stefan Glasauer, Hermann J. Müller, Christine M. Falter-Wagner

Get full text

Impression formation: A time-based panel study with students at a Brazilian public university by Marcos Emanoel Pereira, Elza Maria Techio

Get full text

Beyond Needling: Integrating a Bayesian Brain Model into Acupuncture Treatment by Beomku Kang, Da-Eun Yoon, Yeonhee Ryu, In-Seon Lee, Younbyoung Chae

“…In this article, we adopt a Bayesian perspective to explore the cognitive and affective aspects of acupuncture beyond needling, specifically, how the body integrates bottom-up sensory signals with top-down predictions of acupuncture perception. …”
Get full text

Adaptive capacity to climate change in the wine industry: A Bayesian Network approach by Eva Merloni, Luca Camanzi, Luca Mulazzani, Giulio Malorgio

“…To do so, we adopted a Bayesian Network combining climatic, technical, and economic factors, as well as farmer perception and environmental actions. …”
Get full text

Bayesian network analysis of individual-level factors associated with bullying among high school students by Yanmei Feng, Xinyu Luo, Xinrui Li, Yilin Liu, Yong Zeng

“…The data were analyzed using chi-square tests, multifactor logistic regression, and Bayesian network models. Results Gender, stress perception, core self-evaluation, the dual mode of self-control, and depressive disorders were statistically significant factors associated with variations in bullying detection rates. …”
Get full text

Expectation generation and its effect on subsequent pain and visual perception. by Rotem Botvinik-Nezer, Stephan Geuter, Martin A Lindquist, Tor D Wager

“…Bayesian accounts of perception, such as predictive processing, suggest that perceptions integrate expectations and sensory experience, and thus assimilate to expected values. …”
Get full text

Interoceptive signals and emotional states shape temporal perception through heart rate modulation by Maria Volodina, Maria Volodina, Anna Rusinova, Kristina Terenteva, Vladimir Kosonogov, Vladimir Kosonogov

“…Emotional video stimuli were used to elicit specific emotional responses, while participants’ attentional focus was manipulated (internal vs. external) to examine its influence on temporal judgments.MethodsWe tested several hypotheses using a combination of linear mixed models and Bayesian mediation analysis. …”
Get full text

Tasting through the lens of the mind: The impact of personality and mental health on wine sensory and psychoactive effects by Marco Tommasi, Simone Arnò, Chiara di Marcantonio, Laura Picconi, Maria Rita Sergi, Aristide Saggino

Get full text

Rural communities are more physically active in Indonesia: the results on Indonesian national survey data by Wildan Haru Pradani, Anindra Guspa, Amin Akbar, Izzanil Hidayati, Wirza Feny Rahayu, Putri Sukma Deri, Fidia Oktarisa

“…The best model in the Bayesian analysis included both residence and wealth (posterior probability: 96.7%), confirming the importance of geographic and economic context. …”
Get full text

Rural communities are more physically active in Indonesia: the results on Indonesian national survey data by Wildan Haru Pradani, Anindra Guspa, Amin Akbar, Izzanil Hidayati, Wirza Feny Rahayu, Putri Sukma Deri, Fidia Oktarisa

“…The best model in the Bayesian analysis included both residence and wealth (posterior probability: 96.7%), confirming the importance of geographic and economic context. …”
Get full text

Brain spatial reconciliation through multisensory integration in the impact of pandemic fatigue on workplace by Rizka Tri Arinta, Rizka Tri Arinta, Prasasto Satwiko, Robert Rianto Widjaja, Sri Kusrohmaniah

“…The intersection of neuroscience and architecture underscores how intricate spatial perceptions are shaped by multisensory stimuli, profoundly influencing workers’ wellbeing. …”
Get full text

Distinct late-stage osteoarthritis profiles identified through NF-κB, TNF-α, and TGF-β–driven synovial inflammation and pain by Sofija Semenistaja, Liba Sokolovska, Simons Svirskis, Peteris Studers, Valerija Groma, Sandra Skuja

“…Increased expression of NF-κB and TNF-α in the synovial membrane confirmed their association with stronger inflammation and pain perception. Bayesian networks revealed relationships among NF-κB, TNF-α, and pain scores, suggesting that NFκB is a primary driver of pain in low-grade synovitis, while TNF-α becomes more influential in high-grade synovitis. …”
Get full text

Precision-dependent modulation of social attention by Wenhui Gao, Changbo Zhu, Bailu Si, Liqin Zhou, Ke Zhou

“…Neuroimaging results revealed that the interaction between allocation of social attention and CV influenced activity in regions involved in spatial attention and/or social perception. …”
Get full text

AMENINȚĂRILE FIMI ÎN PERSPECTIVA VIITOARELOR ALEGERI PARLAMENTARE DIN REPUBLICA MOLDOVA DIN 2025: O ABORDARE PROBABILISTICĂ BAZATĂ PE INFERENÞA BAYESIANÃÃRILE FIMI ÎN PERSPECTIVA V... by ȚÎBRIGAN, NICOLAE

“…This study employs Bayesian inference to analyze the probability of distribution of the key FIMI-related threats in the context of the 2025 Moldavian parliamentary elections. …”
Get full text