Computational Intelligence in Data Mining - Volume 2: by Lakhmi C. Jain, Himansu Sekhar Behera, Jyotsna Kumar Mandal,

By Lakhmi C. Jain, Himansu Sekhar Behera, Jyotsna Kumar Mandal, Durga Prasad Mohapatra

The contributed quantity goals to explicate and handle the problems and demanding situations that of seamless integration of the 2 middle disciplines of machine technology, i.e., computational intelligence and knowledge mining. facts Mining goals on the automated discovery of underlying non-trivial wisdom from datasets via utilizing clever research strategies. The curiosity during this study quarter has skilled a substantial development within the final years because of key components: (a) wisdom hidden in companies’ databases should be exploited to enhance strategic and managerial decision-making; (b) the massive quantity of knowledge controlled by means of firms makes it very unlikely to hold out a handbook research. The booklet addresses varied tools and strategies of integration for reinforcing the general aim of knowledge mining. The booklet is helping to disseminate the data approximately a few cutting edge, energetic study instructions within the box of information mining, computer and computational intelligence, in addition to a few present concerns and purposes of comparable topics.

Show description

Read or Download Computational Intelligence in Data Mining - Volume 2: Proceedings of the International Conference on CIDM, 20-21 December 2014 PDF

Best data mining books

Mining of Massive Datasets

The recognition of the internet and web trade offers many tremendous huge datasets from which details will be gleaned through facts mining. This ebook makes a speciality of useful algorithms which have been used to unravel key difficulties in facts mining and which might be used on even the most important datasets. It starts with a dialogue of the map-reduce framework, a big instrument for parallelizing algorithms instantly.

Twitter Data Analytics (SpringerBriefs in Computer Science)

This short presents equipment for harnessing Twitter information to find ideas to advanced inquiries. The short introduces the method of gathering info via Twitter’s APIs and gives innovations for curating huge datasets. The textual content offers examples of Twitter info with real-world examples, the current demanding situations and complexities of establishing visible analytic instruments, and the simplest options to deal with those matters.

Advances in Natural Language Processing: 9th International Conference on NLP, PolTAL 2014, Warsaw, Poland, September 17-19, 2014. Proceedings

This ebook constitutes the refereed court cases of the ninth overseas convention on Advances in normal Language Processing, PolTAL 2014, Warsaw, Poland, in September 2014. The 27 revised complete papers and 20 revised brief papers awarded have been rigorously reviewed and chosen from eighty three submissions. The papers are prepared in topical sections on morphology, named entity acceptance, time period extraction; lexical semantics; sentence point syntax, semantics, and computer translation; discourse, coreference answer, computerized summarization, and query answering; textual content category, details extraction and knowledge retrieval; and speech processing, language modelling, and spell- and grammar-checking.

Analysis of Large and Complex Data

This e-book deals a photograph of the state of the art in type on the interface among statistics, desktop technological know-how and alertness fields. The contributions span a wide spectrum, from theoretical advancements to functional purposes; all of them percentage a powerful computational part. the themes addressed are from the next fields: data and knowledge research; computing device studying and data Discovery; information research in advertising; information research in Finance and Economics; facts research in drugs and the lifestyles Sciences; info research within the Social, Behavioural, and future health Care Sciences; facts research in Interdisciplinary domain names; class and topic Indexing in Library and knowledge technological know-how.

Additional info for Computational Intelligence in Data Mining - Volume 2: Proceedings of the International Conference on CIDM, 20-21 December 2014

Example text

Tamilselvan Madhankumar Veeralakshmi LathaTamilselvan Fig. exists()) { Fig. 5 Plain text Fig. 6 Cipher text The keys generated from the keyword1 to keyword2 are key1-472974 and key2-86780. The random number used is 193 and the number of characters in a block is 20. The part of plain text is shown in the Fig. 5. By applying the proposed encryption algorithm, for the plain text as in the Fig. 5, we got the cipher text as like in the Fig. 6. 6 Discussions The cryptanalysis method computes the number of occurrences of characters in the cipher text and plain text.

It emphases on browser security, WS-security, cloud integrity, transport layer security, and binding issues in the field of cloud. 2 Merkle Hash Tree (MHT) Wang et al. [3] verified the correctness of data stored in server by allowing the third parity auditor. With the aid of Merkle hash tree it is possible for the clients to perform block-level operations on the data files by preserving the level of data correctness assurance. In this scenario, chances are there for the third party auditor to misuse the data while doing the verification operation.

N represents the number of decision variables and M represents the number of objective functions. Any solution vector ~ u ¼ fu1 ; u2 ; . uK gT is said to dominate over ~ v ¼ fv1 ; v2 ; . ; vk gT if and only if uÞ fi ð~ fi ð~ vÞ 8i 2 f1; 2; . ; M g fi ð~ uÞ\ fi ð~ vÞ 9i 2 f1; 2; . ; M g ) ð5Þ Those solutions which are not dominated by other solutions for a given set are considered non-dominated solutions are called Pareto optimal solution. The practical application of genetic algorithm to multi-objective optimization problem (MOP) involves various problems out of which NSGA-II [13, 14] algorithm has been implemented to find the Pareto-optimal solution between power density and efficiency.

Download PDF sample

Rated 4.94 of 5 – based on 44 votes