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PAMI: Partition Input and Aggregate Outputs for Model Interpretation

Pattern recognition, 2024-01, Vol.145, p.109898, Article 109898

2024

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A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction

Engineering applications of artificial intelligence, 2022-09, Vol.114, p.105150, Article 105150

2022

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Methodological threat or myth? Evaluating the current state of evidence on common method variance in human resource management research

Human resource management journal, 2022-01, Vol.32 (1), p.194-215

2022

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Exploring post-hoc agnostic models for explainable cooking recipe recommendations

Knowledge-based systems, 2022-09, Vol.251, p.109216, Article 109216

2022

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Optimization of CMIP6 models for simulation of summer monsoon rainfall over India by analysis of variance

Quarterly journal of the Royal Meteorological Society, 2024-05

2024

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Post hoc power analysis: is it an informative and meaningful analysis?

General psychiatry, 2019-08, Vol.32 (4), p.e100069-e100069

2019

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Onychomycosis of Toenails and Post-hoc Analyses with Efinaconazole 10% Solution Once-daily Treatment: Impact of Disease Severity and Other Concomitant Associated Factors on Selection of Therapy and Therapeutic Outcomes

The Journal of clinical and aesthetic dermatology, 2016-02, Vol.9 (2), p.42-47

Del Rosso, James Q

2016

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Health-Related Quality of Life for People Suffering from Severe Chronic Low Back Pain with a Neuropathic Component: Results from a Post-Hoc Analysis of Randomly Selected Routine Data, Evaluated By Response to Treatment

Value in health, 2016-11, Vol.19 (7), p.A595-A596

2016

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The Pragmatic Turn in Explainable Artificial Intelligence (XAI)

Minds and machines (Dordrecht), 2019-09, Vol.29 (3), p.441-459

Páez, Andrés

2019

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A Tale of Three Perspectives: Examining Post Hoc Statistical Techniques for Detection and Correction of Common Method Variance

Organizational research methods, 2009-10, Vol.12 (4), p.762-800

2009

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Post-hoc explanation of black-box classifiers using confident itemsets

Expert systems with applications, 2021-03, Vol.165, p.113941, Article 113941

2021

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The interpretation of statistical power after the data have been gathered

Current psychology (New Brunswick, N.J.), 2020-06, Vol.39 (3), p.870-877

2020

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Treatment of Moderate-to-severe Acne Vulgaris in a Hispanic Population: A Post-hoc Analysis of the Efficacy and Tolerability of Clindamycin 1.2%/Benzoyl Peroxide 3.75% Gel

The Journal of clinical and aesthetic dermatology, 2017-06, Vol.10 (6), p.36-43

2017

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Characterisation of Hazardous Waste Landfill Leachate and its Reliance on Landfill Age and Seasonal Variation: A Statistical Approach

Journal of environmental chemical engineering, 2021-08, Vol.9 (4), p.105496, Article 105496

2021

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Explaining time series classifiers through meaningful perturbation and optimisation

Information sciences, 2023-10, Vol.645, p.119334, Article 119334

2023

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An optimized Belief-Rule-Based (BRB) approach to ensure the trustworthiness of interpreted time-series decisions

Knowledge-based systems, 2023-07, Vol.271, p.110552, Article 110552

2023

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Toward practical and plausible counterfactual explanation through latent adjustment in disentangled space

Expert systems with applications, 2023-12, Vol.233, p.120982, Article 120982

2023

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POST HOC CONFIDENCE BOUNDS ON FALSE POSITIVES USING REFERENCE FAMILIES

The Annals of statistics, 2020-06, Vol.48 (3), p.1281-1303

2020

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Post-Hoc Analysis of Data Received with Nuclear Medical Diagnostic in Bulgarien Patients

WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE, 2021-08, Vol.18, p.136-140

2021

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LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models

Decision Support Systems, 2021-11, Vol.150, p.113561, Article 113561

2021

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STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring

Artificial intelligence in medicine, 2021-04, Vol.114, p.102038-102038, Article 102038

2021

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SIMULTANEOUS HIGH-PROBABILITY BOUNDS ON THE FALSE DISCOVERY PROPORTION IN STRUCTURED, REGRESSION AND ONLINE SETTINGS

The Annals of statistics, 2020-12, Vol.48 (6), p.3465-3487

2020

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Stress in Puberty Unmasks Latent Neuropathological Consequences of Prenatal Immune Activation in Mice

Science (American Association for the Advancement of Science), 2013-03, Vol.339 (6123), p.1095-1099

2013

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Efficacy assessment of an active tau immunotherapy in Alzheimer’s disease patients with amyloid and tau pathology: a post hoc analysis of the “ADAMANT” randomised, placebo-controlled, double-blind, multi-centre, phase 2 clinical trialResearch in context

EBioMedicine, 2024-01, Vol.99, p.104923

2024

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Toward Bridging the FL Performance-Explainability Tradeoff: A Trustworthy 6G RAN Slicing Use-Case

IEEE transactions on vehicular technology, 2024-07, Vol.73 (7), p.10529-10538

2024

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PAMI: Partition Input and Aggregate Outputs for Model Interpretation

A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction

Methodological threat or myth? Evaluating the current state of evidence on common method variance in human resource management research

Exploring post-hoc agnostic models for explainable cooking recipe recommendations

Optimization of CMIP6 models for simulation of summer monsoon rainfall over India by analysis of variance

Post hoc power analysis: is it an informative and meaningful analysis?

Onychomycosis of Toenails and Post-hoc Analyses with Efinaconazole 10% Solution Once-daily Treatment: Impact of Disease Severity and Other Concomitant Associated Factors on Selection of Therapy and Therapeutic Outcomes

Health-Related Quality of Life for People Suffering from Severe Chronic Low Back Pain with a Neuropathic Component: Results from a Post-Hoc Analysis of Randomly Selected Routine Data, Evaluated By Response to Treatment

The Pragmatic Turn in Explainable Artificial Intelligence (XAI)

A Tale of Three Perspectives: Examining Post Hoc Statistical Techniques for Detection and Correction of Common Method Variance

Post-hoc explanation of black-box classifiers using confident itemsets

The interpretation of statistical power after the data have been gathered

Treatment of Moderate-to-severe Acne Vulgaris in a Hispanic Population: A Post-hoc Analysis of the Efficacy and Tolerability of Clindamycin 1.2%/Benzoyl Peroxide 3.75% Gel

Characterisation of Hazardous Waste Landfill Leachate and its Reliance on Landfill Age and Seasonal Variation: A Statistical Approach

Explaining time series classifiers through meaningful perturbation and optimisation

An optimized Belief-Rule-Based (BRB) approach to ensure the trustworthiness of interpreted time-series decisions

Toward practical and plausible counterfactual explanation through latent adjustment in disentangled space

POST HOC CONFIDENCE BOUNDS ON FALSE POSITIVES USING REFERENCE FAMILIES

Post-Hoc Analysis of Data Received with Nuclear Medical Diagnostic in Bulgarien Patients

LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models

STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring

SIMULTANEOUS HIGH-PROBABILITY BOUNDS ON THE FALSE DISCOVERY PROPORTION IN STRUCTURED, REGRESSION AND ONLINE SETTINGS

Stress in Puberty Unmasks Latent Neuropathological Consequences of Prenatal Immune Activation in Mice

Efficacy assessment of an active tau immunotherapy in Alzheimer’s disease patients with amyloid and tau pathology: a post hoc analysis of the “ADAMANT” randomised, placebo-controlled, double-blind, multi-centre, phase 2 clinical trialResearch in context

Toward Bridging the FL Performance-Explainability Tradeoff: A Trustworthy 6G RAN Slicing Use-Case

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