JOURNAL OF COMPUTERS (JCP)
ISSN : 1796-203X
Volume : 4 Issue : 8 Date : August 2009
Special Issue: Trends in Hybrid Intelligent Systems
Guest Editors: Alberto Ochoa O. Zezzatti and Alejandro Padilla
Alberto Ochoa O. Zezzatti and Alejandro Padilla
Full Text: PDF (418 KB)
Hybridization of intelligent systems is a promising research field of modern artificial/computational
intelligence concerned with the development of the next generation of intelligent systems. A
fundamental stimulus to the investigations of Hybrid Intelligent Systems (HIS) is the awareness in
the academic communities that combined approaches will be necessary if the remaining tough
problems in Artificial and computational intelligence are to be solved. Recently Hybrid Intelligent
Systems are getting popular due to their capabilities in handling several real world complexities
involving imprecision, uncertainly and vagueness.
The paper “A Hybrid System Based on a Filter Bank and a Successive Approximations Threshold for
Microcalcifications Detection” propose a new hybrid system for microcalcifications detection in
digital mammograms, using the combination of the CDF 9/7 filter bank and a successive
approximations threshold. Microcalcifications are low contrast samples and only have a few pixels
in diameter which are difficult to detect. (This is a selected paper from HIS Workshop on MICAI’
The paper “Development of a Discrete Event Controller Supervisor using a Hybrid Matrix
Formulation with Fuzzy Logic Conflict Resolution” try to explain using a patented matrix formulation,
a Discrete Event (DE) controller is designed for a manufacturing cell. The DE controller can directly
be implemented from standard manufacturing tools such as the Bill of Materials or the assembly
tree. The matrices also make it straightforward to actually implement the DE controller for
sequencing the jobs and assigning the resources. We use virtual places to interact with our
machine resources to control and supervise the DE system as a transient timed place Petri Net
(PN) system. (This is an invited paper).
The paper “Web Service-Security Specification based on Usability Criteria and Pattern approach”
describe a specification to assist in the design of usable and secure web-services. In particular,
this specification helps design an adequate security information feedback based on User Interface
Patterns, the resulting visual feedback is then evaluated against a set of design/evaluation criteria
called Human-Computer Interaction for Security (HCI-S). (This is an invited paper).
The paper “A Hybrid System Approach to Determine the Ranking of a Debutant Country in
Eurovision” determine that The goal of the present work is to apply the computational properties of
cultural technology, such as data mining and, to propose the solution of a real problem about
society modeling: the Eurovision Song Contest. Analyze the voting behavior and ratings of judges
using data mining techniques. (This is a selected paper from HIS Workshop on MICAI’2008).
The paper “Semi-automatic Generation of Subcategorization Frames for Spanish Verbs Using
Ontologies and Verbs Functional Class” deals with the semi-automatic generation of
subcategorization frames (SCFs) of Spanish verbs; specifically, given a set of verbs in Spanish and
their respective sense, their SCFs are obtained. The acquisition of SCFs in Spanish has been
approached in different works: in some the frames are generated manually, while in others they are
obtained semi-automatically from a tagged corpus; unfortunately in this case, the results depend on
the characteristics of the texts used. (This is an invited paper).
The paper “Improving Distributed Resource Search through a Statistical Methodology of Topological
Feature Selection” considered a complex network for its size, interconnectivity and rules that govern
are dynamic, because of constantly evolve. For this reason the search of distributed resources
shared by users and online communities is a complex task that needs efficient search method. The
goal of this work is to improve the performance of distributed search of information, through
analysis of the topological features. (This is an invited paper).
The paper “Evolving Optimization to improve Diorama’s representation using a Mosaic Image” apply
the computational properties of the cultural technology; in this case of corroborating of them by
means of Social Data Mining to propose the solution to a specific problem, adapted from the
Literature about Social Modelling. Combined with this, analyzed the location of a society
represented with its starship with respect to the social and cultural similarity of its neighbors, in a
form of popular representation denominated Diorama. (This is an invited paper).
The paper “Resolution of a combinatorial problem using Cultural Algorithms” proposed an
algorithm that is used to resolve a famous game known as Japanese puzzles, which are analyzed
for obtain the optimal solution, show that Japanese Puzzles are constrained combinatorial
optimization problems, which can be solved using Cultural Algorithms. Other features, such the use
of a belief space involve many proposed solutions and local search heuristics; can also be taught
using these puzzles. (This is an invited paper).
The paper “Musical Recommendation on Thematic Web Radio” described a Musical
Recommender System associated to Thematic Web Radio for songs in a database related with this
Web Radio employs the Dublin Core metadata standard for the documents description, the XML
standard for describing user profile, which is based on the user’s profile, and on service and data
providers to generate musical recommendations. The main contribution of the work is to provide a
recommendation mechanism based on the user of this Thematic Web Radio reducing the human
effort spent on the profile generation. (This is an invited paper).
Many people have given their best efforts to make this Special Issue a successful event. We would
like to thanks all authors from Canada, United States, Italy, South Africa, Mauritius, Singapore, Brazil,
San Marino and Mexico, for their submissions, to Dr. George Sun for support our Special Issue with
his recommendations, and last but not least the readers for their continued interest, energy and
The continuous advances of the computer science, like those reported in this issue, allow day by
day the development of new information technologies and their practical application thus
contributing to the scientific and technological development of the information society.
These papers: two best from HIS Workshop on MICAI’2009 and seven invited papers represent an
innovative named Hybrid Intelligent Systems which is change many paradigms of our lives.
Special Issue, Hybrid Intelligent Systems