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Study: AI models fail to reproduce human judgements about rule violations（图）
人工智能模型 通用数据收集 机器学习模型 决策
2023/6/20
In an effort to improve fairness or reduce backlogs, machine-learning models are sometimes designed to mimic human decision making, such as deciding whether social media posts violate toxic content po...
A Generalized Method for Integrating Rule-based Knowledge into Inductive Methods Through Virtual Sample Creation
Rule based learning hybrid learning virtual sample virtual example
2015/7/22
Hybrid learning methods use theoretical knowledge of a domain and a set of classified examples to develop a method for classification. Methods that use domain knowledge have been shown to perform bett...
Evolution Analysis of Large-Scale Software Systems Using Design Structure Matrices and Design Rule Theory
Software Systems Design Structure Design Rule Theory
2015/4/21
Designers often seek modular architectures to better accommodate expected changes and to enable parallel development. However, we lack a formal theory and model of modularity and software evolution, w...
A Rule Management System for Knowledge Based Data Cleaning
Rule Data Quality Data Cleaning Knowledge Rule Management System Rule Based System Structure
2013/1/28
In this paper, we propose a rule management system for data cleaning that is based on knowledge. This system combines features of both rule based systems and rule based data cleaning frameworks. The i...
Rule Markov Models for Fast Tree-to-String Translation
Rule Markov Models Fast Tree-to-String Translation
2013/4/22
Most statistical machine translation systems rely on composed rules (rules that can be formed out of smaller rules in the grammar).Though this practice improves translation by weakening independence a...
Fast Translation Rule Matching for Syntax-based Statistical Machine Translation
Fast Translation Rule Matching Syntax-based Statistical Machine Translation
2013/4/22
Fast Translation Rule Matching for Syntax-based Statistical Machine Translation。
Translation rule extraction is a fundamental problem in machine translation, especially for linguistically syntax-based systems that need parse trees from either or both sides of the bi-text. The curr...
An Intelligent Offline Handwriting Recognition System Using Evolutionary Neural Learning Algorithm and Rule Based Over Segmented Data Points
An Intelligent Offline Handwriting Recognition System Evolutionary Neural Learning Algorithm Rule Based Over Segmented Data Points
2014/3/12
In this paper we propose a novel technique of using a hybrid evolutionary method, which uses a combination of genetic algorithm and matrix based solution methods such as QR factorization.The training ...
Rule-Based COTS Integration
rule-based COTS integration ensemble evaluation component-based software development component composition
2014/3/12
Component-based software development is considered to be a promising technology to increase software development productivity. However, developing componentbased applications faces different challenge...