a flightless bird native
to New Zealand
free machine learning software (GNU GPL)
written in the Java programming language
provides a set of techniques
for learning pattern classifiers
We will use Weka for Homework 6.
Real World Rule-Based Expert Systems
large + technical jargon: appear complex
obtain attribute (not its value)
antecedents more complex
more efficiently implemented
Early Examples of Rule-Based Expert Systems
Review of Assignment 2
State Space Representation:
- state representation
(n5, n2) given
- problem: initial state
- operators: if conditions then action effects
Towers of Hanoi Problem
disk 1 is on A
and no disks are o
Recurrent Neural Networks
Definition: networks containing cycles
- lateral connections
- backwards connections
Implication for network dynamics?
iterative activation updating
Recurrent connectivity is
widespread throughout the
Naive Bayesian Classiers
effective method for expert systems
example of statistical pattern classication
two underlying concepts:
From the product rule we have:
How Does the Brain Compute?
Where weve been
1. What is a multi-agent system?
2. What types exist?
3. What work has been done with
1. What is a Multi-Agent System?
To what does the term multi-agent system (MAS) refer?
a. internet agents
b. physical robots
CMSC735- Assignment 4
Cognitive Heuristics in Software Engineering: Applying and
Extending Anchoring and Adjustment to Artifact Reuse
Open Source Software Development Should Strive for EVEN
Simulating Families of Studies to Build Confidence in Defect Hypotheses1
Forrest Shull1, Daniela Cruzes2,3, Victor Basili2, Manoel Mendona 3
Fraunhofer Center - Maryland, 4321 Hartwick Road, Suite 500, College Park, MD, 20740, USA firstname.lastname@example.org
Information Extraction Technique
This document describes the instructions for using the Information Extraction Technique.
document is divided into 5 main sections:
1) An introduction to the technique
2) A glossary where the key terms are defined in this c
Building Knowledge About Defects
REQUIREMENTS DOCUMENT EVALUATION
Goal Analyze the SCR requirements method in order to evaluate it with respect to the ease of modification and quality of the requirements document produced from the point of view of the org
This form asks you a few questions about your background and experience. Please fill and send to email@example.com. Thank you! General Background
Name E-mail Number of Years of Experience in Software Engineering