scispace - formally typeset
Search or ask a question
JournalISSN: 1432-7643

Soft Computing 

Springer Science+Business Media
About: Soft Computing is an academic journal published by Springer Science+Business Media. The journal publishes majorly in the area(s): Computer science & Artificial intelligence. It has an ISSN identifier of 1432-7643. Over the lifetime, 2165 publications have been published receiving 3689 citations.


Papers
More filters
Book ChapterDOI
TL;DR: This work reviews the research effort done towards the development of anomaly detection for SCADA systems and finds that a number of peculiarities make anomaly detection perform better than in traditional information and communications technology (ICT) networks.
Abstract: The security of critical infrastructures is decreasing due to the apparition of new cyber threats against Supervisory Control and Data Acquisition (SCADA) systems. The evolution they have experienced; the use of standard hardware and software components or the increase of interconnected devices in order to reduce costs and improve efficiency, have contributed to this. This work reviews the research effort done towards the development of anomaly detection for these specific systems. SCADA systems have a number of peculiarities that make anomaly detection perform better than in traditional information and communications technology (ICT) networks. SCADA communications are deterministic, and their operation model is often cyclical. Based on this premise, modeling normal behavior by mining specific features gets feasible.

73 citations

Book ChapterDOI
TL;DR: This paper explores if wind measurements based on the existing infrastructure of windmills in neighbored wind parks can be learned with a soft computing approach for wind energy prediction in the ten-minute to six-hour range, and demonstrates the capabilities of SVR-based wind energy forecast on the micro-scale level of one wind grid point, and on the larger scale of a whole wind park.
Abstract: Wind energy prediction has an important part to play in a smart energy grid for load balancing and capacity planning. In this paper we explore, if wind measurements based on the existing infrastructure of windmills in neighbored wind parks can be learned with a soft computing approach for wind energy prediction in the ten-minute to six-hour range. For this sake we employ Support Vector Regression (SVR) for time series forecasting, and run experimental analyses on real-world wind data from the NREL western wind resource dataset. In the experimental part of the paper we concentrate on loss function parameterization of SVR. We try to answer how far ahead a reliable wind forecast is possible, and how much information from the past is necessary.We demonstrate the capabilities of SVR-based wind energy forecast on the micro-scale level of one wind grid point, and on the larger scale of a whole wind park.

48 citations

BookDOI
TL;DR: Fuzzy Logic and the Internet: Web Intelligence, a decision support tool for web-shopping using Product Category Summarization and a time-Completeness Tradeoff on Fuzzy Web-Browsing Mining.
Abstract: Fuzzy Logic and the Internet: Web Intelligence- Fuzzy Logic and Rank Aggregation for the World Wide Web- Automatic Learning of Multiple Extended Boolean Queries by Multiobjective GA-P Algorithms- An Approximate Querying Environment for XML Data- Information Gathering on the Internet Using a Distributed Intelligent Agent Model with Multi-Granular Linguistic Information- A Time-Completeness Tradeoff on Fuzzy Web-Browsing Mining- A Fuzzy Logic Approach for Content-Based Audio Classification and Boolean Retrieval- Soft Computing Technology for Dynamic Web Pages Categorization- Text Mining using Fuzzy Association Rules- BISC Decision Support System: University Admission System- Web Mining in Soft Computing Framework: A Survey- A decision support tool for web-shopping using Product Category Summarization- Logo Recognition and Detection with Geostatistical, Stochastic, and Soft-Computing Models- Fuzzy Web Information Classification Agents

43 citations

Journal Article

41 citations

Performance
Metrics
No. of papers from the Journal in previous years
YearPapers
20231,094
20221,127
202114
20171
201538
201349