Definition Rule-based methods are a popular class of techniques in machine learning and data mining (F眉rnkranz et al. 2012 ). They share the goal of finding regularities in data that can be expressed in the form of an IF-THEN rule . Depending on the type of rule that should be found...
Rule-based methods are a popular class of techniques in machine learning anddata mining(Fürnkranz et al.2012). They share the goal of finding regularities in data that can be expressed in the form of an IF-THENrule. Depending on the type of rule that should be found, we can discriminate...
We compare the results of our method with existing methods and threats to validity are also discussed. Related work Numerous existing work focuses on dealing with redundancies in FMs is discussed in this section. For instance, Salinesi and Mazo (2012) analyzed FMs by representing them in ...
There are two rule-based reasoning methods: forward chaining and backward chaining (Luger, 2002). In forward chaining, the system receives a problem description from the working memory as a set of conditions and tries to derive conclusions as a solution. Once it receives the conditions, it ...
These mechanisms and methods for rule-based performance of actions on related objects can provide a generalized technique for configuring related object actions that are responsive to object updates. The ability to provide this generalized technique can enable actions to be automatically performed on ...
Decisions regarding appropriate methods for the heat treatment of bronzes affect the final properties obtained in these materials. This study gives an example of the construction of a knowledge base with application of the rough set theory. Using relevant inference mechanisms, knowledge stored in the ...
chacha20, salsa20, rc4-md5#Shadowsocks encryption methods are not fully tested, please report if there is anything not working.method:AES-128-CFBpassword:ss_password-id:adapter4type:socks5host:socks5.serverport 3128#Speed adapter automatically connects to all specified adapters (with given delay)...
As the nature of anomaly varies over different cases, a model may not work universally for all anomaly detection problems. Choosing and combining detection algorithms (detectors), feature engineering methods (transformers), and ensemble methods (aggregators) properly is the key to build an effective...
It is concluded that a rule-based control system design approach may prove more useful than conventional methods under certain circumstances, and that declarative rules with embedded procedural code provide a sound basis for the construction of complex, yet economical, control systems. 展开 ...
Over the recent years, embedding methods have attracted increasing focus as a means for knowledge graph completion. Similarly, rule-based systems have been studied for this task in the past. What is missing so far is a common evaluation that includes more than one type of method. We close th...