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FuzzyVariantsExplorer: Graded exploration of genomic data and fuzzy queries [article]

Marco Falda
2019 bioRxiv   pre-print
FuzzyVariantExplorer is a web interface and a fuzzy search system for exploring richly annotated genomes in a flexible way.  ...  The system has been applied to a set of Saccharomyces cerevisiae genome annotations and a few variants.  ...  FuzzyVariantExplorer provides a novel query interface that on one hand allows for composing complex queries in a simple way and on the other hand adds more flexibility by exploiting fuzzy operators.  ... 
doi:10.1101/811695 fatcat:qee7vmpx7vhdxe5ajhyoo5nlbe

Editorial message

Fabio Crestani, Gabriella Pasi
2002 Proceedings of the 2002 ACM symposium on Applied computing - SAC '02  
Gomez Hidalgo, discusses some text categorization methods for filtering unsolicited bulk Email. The second paper, by A. Becks, C. Seeling, and R.  ...  Jones, deals with the problem of exploiting context information in Information Retrieval; the authors suggest new methods for improving the relevance of retrieved information in context-based retrieval  ... 
doi:10.1145/508791.508910 dblp:conf/sac/CrestaniP02 fatcat:ik4exg3ervd7dlgxr6sxeqqerq

An Intelligent Information System for Organizing Online Text Documents

Han-joon Kim, Sang-goo Lee
2004 Knowledge and Information Systems  
This paper describes an intelligent information system for effectively managing huge amounts of online text documents (such as Web documents) in a hierarchical manner.  ...  In particular, clustering and categorization algorithms have been intensively studied in order to provide evolving facilities for hierarchical structures and categorization criteria.  ...  One of the most challenging issues in building such a system is how to combine manual and automatic organization facilities that enable a user to flexibly organize documents by the hierarchical structure  ... 
doi:10.1007/s10115-003-0103-z fatcat:ywvndyw6mre7tboau6clumpkna

An intelligent information system for organizing online text documents

Han-joon Kim, Sang-goo Lee
2004 Knowledge and Information Systems  
This paper describes an intelligent information system for effectively managing huge amounts of online text documents (such as Web documents) in a hierarchical manner.  ...  In particular, clustering and categorization algorithms have been intensively studied in order to provide evolving facilities for hierarchical structures and categorization criteria.  ...  One of the most challenging issues in building such a system is how to combine manual and automatic organization facilities that enable a user to flexibly organize documents by the hierarchical structure  ... 
doi:10.1007/bf02637152 fatcat:cqrxxmveqvenbfmt3jfx53jggm

A Taxonomy of Information Retrieval Models and Tools

Gerardo Canfora, Luigi Cerulo
2004 Journal of Computing and Information Technology  
The aim is to provide a framework for classifying existing information retrieval models and tools and a solid point to assess future developments in the field.  ...  This paper proposes a taxonomy of information retrieval models and tools and provides precise definitions for the key terms.  ...  Examples include: NewsSieve 100] a client/server USENET news filtering system that can be used in a desktop environment, NewsWeeder 87] an experimental USENET news filtering service, and SIFT the Stanford  ... 
doi:10.2498/cit.2004.03.01 fatcat:psuycqgkr5aglkwmlkddaegkwe

Video Deraining for Mutual Motion by Fast Bilateral Filtering on Spatiotemporal Features

2020 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
The proposed idea exploited the strength of range-domain filtering of bilateral filter, saliency extraction of deep auto-encoder and spatiotemporal model of time-slicing.  ...  The first part of the current work has proposed a novel hierarchical scene categorization methodology based on selected spatiotemporal features.  ...  [25] for future use of the same as a feature for hierarchical categorization. A.  ... 
doi:10.35940/ijitee.b7205.019320 fatcat:glqhfwndsfhotik6wxrakaf65a

An Approach for Improving Performance of a Packet Filtering Firewall Based on Fuzzy Petri Net

Ali A. Ali, Saad M. Darwish, Shawkat K. Guirguis
2015 Journal of Advances in Computer Networks  
The main contribution is to utilize Fuzzy Petri Net as a tool for modeling discrete event systems characterized by an imprecise knowledge.  ...  Furthermore, it lacks to deal with vague and uncertainty associated with filtering packets from outside. Architecture of a new kind of firewall, intelligence firewall is presented in this paper.  ...  Proposed model of 2-level fuzzy packet filtering.  ... 
doi:10.7763/jacn.2015.v3.144 fatcat:memtzqhwnjfgnhyju365sc67sq

Review Of Syn-Flooding Attack Detection Mechanism

Mehdi Ebady Manna
2012 International Journal of Distributed and Parallel systems  
Denial of Service (DoS) is a security threat which compromises the confidentiality of information stored in Local Area Networks (LANs) due to unauthorized access by spoofed IP addresses.  ...  SYN Flooding is a type of DoS which is harmful to network as the flooding of packets may delay other users from accessing the server and in severe cases, the server may need to be shut down, wasting valuable  ...  NA very good no [42] high high flexibl e high good no [43] flexible low high high very good no 9.CONCLUSION In this new era of mobile computing, organizations adopt various strategies and applications  ... 
doi:10.5121/ijdps.2012.3108 fatcat:mv5dhln4obaslpyc5z5g2t3z64

Review of syn-flooding attack detection mechanism [article]

Mehdi Ebady Manna, Angela Amphawan
2012 arXiv   pre-print
Denial of Service (DoS) is a security threat which compromises the confidentiality of information stored in Local Area Networks (LANs) due to unauthorized access by spoofed IP addresses.  ...  SYN Flooding is a type of DoS which is harmful to network as the flooding of packets may delay other users from accessing the server and in severe cases, the server may need to be shut down, wasting valuable  ...  NA very good no [42] high high flexibl e high good no [43] flexible low high high very good no 9.CONCLUSION In this new era of mobile computing, organizations adopt various strategies and applications  ... 
arXiv:1202.1761v1 fatcat:nfmkyb5gsjgnvk5snzxj6qcze4

Enhancing the Role of Large-Scale Recommendation Systems in The IoT Context

Rasha Kashef
2020 IEEE Access  
Designing a flexible IoT gateway infrastructures play a central role [1] [2] .  ...  In this paper, a clustering-based recommender algorithm that exploits partitional clustering, hierarchical clustering, or employs a self-organizing strategy, is proposed to build a recommendation system  ... 
doi:10.1109/access.2020.3026310 fatcat:af2qq5vuyfbvzjdligpmxwdoai

Transfer learning using computational intelligence: A survey

Jie Lu, Vahid Behbood, Peng Hao, Hua Zuo, Shan Xue, Guangquan Zhang
2015 Knowledge-Based Systems  
Transfer learning aims to provide a framework to utilize previously-acquired knowledge to solve new but similar problems much more quickly and effectively.  ...  In contrast to classical machine learning methods, transfer learning methods exploit the knowledge accumulated from data in auxiliary domains to facilitate predictive modeling consisting of different data  ...  adaptation model was developed based on the use of a hierarchical Bayes prior [86] .  ... 
doi:10.1016/j.knosys.2015.01.010 fatcat:vu2ttscic5fq3nm2tkdid4fs64

Web mining in soft computing framework: relevance, state of the art and future directions

S.K. Pal, V. Talwar, P. Mitra
2002 IEEE Transactions on Neural Networks  
The reason for considering web mining, a separate field from data mining, is explained.  ...  A survey of the existing literature on "soft web mining" is provided along with the commercially available systems.  ...  Thus the result of a query evaluation is represented as a fuzzy subset of the archived documents, given by (5) This brings to light that fuzzy Boolean IR models are more flexible in representing both  ... 
doi:10.1109/tnn.2002.1031947 pmid:18244512 fatcat:a2ea5nfnczgjlpwsbwe6ebt5hi

Machine Learning in Efficient and Effective Web Service Discovery

Kailash Chander Bhardwaj, R. K. Sharma
2015 Journal of Web Engineering  
A tremendous effort has been reported in literature and researchers are still contributing to make the web service discovery more effective and efficient.  ...  Machine learning is a promising area for researchers to produce accurate estimates consistently. Machine learning system effectively "learns" how to estimate from training set of completed projects.  ...  A new approach that combines GHSOM (Growing Hierarchical Self Organizing Map) clustering technique with Latent Semantic Indexing is proposed in [10] .  ... 
dblp:journals/jwe/BhardwajS15 fatcat:hjpemsjbnvavbfohuw63d4zoke

Soft Computing Techniques for Various Image Processing Applications: A Survey

Rahul Kher, Heena Kher
2020 Journal Electrical and Electronic Engineering  
This paper represents a survey on various soft computing methods'-fuzzy logic, neural network, neuro-fuzzy systems, genetic algorithm, evolutionary computing, support vector machine etc.  ...  The different tasks involved in the process include enhancement, filtering, noise reduction, segmentation, contour extraction, skeleton extraction etc.  ...  These applications include image filtering/ enhancement, edge extraction, segmentation, object/ face/ target recognition, compression, handwritten digit recognition, motion estimation etc.  ... 
doi:10.11648/j.jeee.20200803.11 fatcat:ko47gevpuvavjnptb2j6xtltje

A Fuzzy Contextual Approach Towards Intelligent Educational Content Adaptation

Phivos Mylonas
2007 Second International Workshop on Semantic Media Adaptation and Personalization (SMAP 2007)  
In different previous works we have developed algorithms to address computationally efficient handling of fuzzy relations, and theory to address knowledge representation, thematic categorization and user  ...  order to approach a greater goal, that of educational content personalization.  ...  Real-life information is in principal governed by uncertainty and fuzziness, thus its modeling is based on fuzzy relations.  ... 
doi:10.1109/smap.2007.4414422 fatcat:vj5fnozpn5e7xgrjscyclu6cea
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