Mitigating Spurious Correlations for Self-supervised Recommendation

Spurious Correlations in Mathematical Thinking

How does detection of correlational structure affect mathematical thinking and learning? When does correlational information lead to erroneous problem solving? Are experienced students susceptible to misleading correlations? This work attempts to answer these questions by examining a source of systematic errors termed the spurious-correlation effect. This effect is hypothesized to occur when a ...

Supervised Machine Learning Methods for Item Recommendation

class, 107accuracy, 40AdaBoost, 77adaptivity, 41age, 81ALS, see alternating least squaresalternating least squares, 36, 86Apache Mahout, 86area under the ROC curve, 41, 61, 82aspect model, 58association rules, 87attribute-based kNN, 81attribute-to-factor mapping, 45 59AUC, see area under the ROC curve bagging, 77, 87Bayesian Context-Aware ...

Spurious correlations and inference in landscape genetics.

Reliable interpretation of landscape genetic analyses depends on statistical methods that have high power to identify the correct process driving gene flow while rejecting incorrect alternative hypotheses. Little is known about statistical power and inference in individual-based landscape genetics. Our objective was to evaluate the power of causal-modelling with partial Mantel tests in individu...

The interpretation of spurious correlations in coronary flow literature.

Effects of Self-healing on Self-compassion, self-steam and Aggression of Poorly Supervised Teen Girls

Introduction: The aim of this study was to investigate the effectiveness of self-healing training on self-compassion, self-esteem, and aggression in poorly supervised teen girls. Method: The research method was quasi-experimental with a pretest-posttest-follow-up design with a control group. The research population included poorly supervised teen girls in Isfahan that were for sake of this res...