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Computational intelligence and pattern analysis in biological informatics / edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. L. Wang. Textual Documents

By: Maulik, Ujjwal | Bandyopadhyay, Sanghamitra, 1968- | Wang, Jason T. L.
Material type: materialTypeLabelBookSeries: Publisher: Hoboken, N.J. : John Wiley & Sons, c2010Description: xix, 372 p. : ill. ; 25 cm.ISBN: 9780470581599 (cloth); 047058159X (cloth).Subject(s): Bioinformatics | Computational biology | Artificial intelligence | Pattern recognition systems | Computational Biology | Artificial Intelligence | Gene Expression Profiling | Pattern Recognition, AutomatedDDC classification: 574.028
Contents:
Computational Intelligence: foundations, perspectives, and recent trends / Swagatam Das, Ajith Abraham, and B. K. Panigrahi -- Fundamentals of pattern analysis / Basabi Chakraborty -- Biological informatics: data, tools and applications / Kevin Byron, Miguel Cervantes-Cervantes and Jason T. L. Wang -- Part II: Sequence Analysis -- Promoter recognition using neural network approaches / T. Sobha Rani, S. Durga Bhavani and S. Bapi Raju -- Predicting microRNA prostate cancer target genes / Francesco Masulli, Stefano Rovetta and Giuseppe Russo -- Structural search in RNA motif databases / Dongrong Wen and Jason T. L. Wang -- Kernels on protein structures / Sourangshu Bhattacharya, Chiranjib Bhattacharyya and Nagasuma R. Chandra -- Characterization of conformational patterns in active and inactive forms of kinases using protein blocks approach / Garima Agarwal, Dhurvas Chandrasekaran Dinesh, Narayanaswamy Srinivasan, Alexandre G. de Brevern
Kernel applications in cheminformatics / Aaron Smalter and Jun Huan -- In-silico drug design using a computational intelligence technique / Soumi Sengupta and Sanghamitra Bandyopadhyay -- Integrated differential fuzzy clustering for analysis of microarray data / Indrajit Saha and Ujjwal Maulik -- Identifying potential gene markers using SVM classifier ensemble / Anirban Mukhopadhyay, Ujjwal Maulik and Sanghamitra Bandyopadhyay -- Gene microarray data analysis using parallel point symmetry-based clustering / Ujjwal Maulik and Anasua Sarker -- Techniques for prioritization of possible disease genes / Jieun Jeong and Jake Y. Chen -- Prediction of protein protein interactions / Angshuman Bagchi -- Analyzing topological properties of protein-protein interaction networks / Malay Bhattacharyya and Sanghamitra Bandyopadhyay.
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Includes bibliographical references and index.

Computational Intelligence: foundations, perspectives, and recent trends / Swagatam Das, Ajith Abraham, and B. K. Panigrahi -- Fundamentals of pattern analysis / Basabi Chakraborty -- Biological informatics: data, tools and applications / Kevin Byron, Miguel Cervantes-Cervantes and Jason T. L. Wang -- Part II: Sequence Analysis -- Promoter recognition using neural network approaches / T. Sobha Rani, S. Durga Bhavani and S. Bapi Raju -- Predicting microRNA prostate cancer target genes / Francesco Masulli, Stefano Rovetta and Giuseppe Russo -- Structural search in RNA motif databases / Dongrong Wen and Jason T. L. Wang -- Kernels on protein structures / Sourangshu Bhattacharya, Chiranjib Bhattacharyya and Nagasuma R. Chandra -- Characterization of conformational patterns in active and inactive forms of kinases using protein blocks approach / Garima Agarwal, Dhurvas Chandrasekaran Dinesh, Narayanaswamy Srinivasan, Alexandre G. de Brevern

Kernel applications in cheminformatics / Aaron Smalter and Jun Huan -- In-silico drug design using a computational intelligence technique / Soumi Sengupta and Sanghamitra Bandyopadhyay -- Integrated differential fuzzy clustering for analysis of microarray data / Indrajit Saha and Ujjwal Maulik -- Identifying potential gene markers using SVM classifier ensemble / Anirban Mukhopadhyay, Ujjwal Maulik and Sanghamitra Bandyopadhyay -- Gene microarray data analysis using parallel point symmetry-based clustering / Ujjwal Maulik and Anasua Sarker -- Techniques for prioritization of possible disease genes / Jieun Jeong and Jake Y. Chen -- Prediction of protein protein interactions / Angshuman Bagchi -- Analyzing topological properties of protein-protein interaction networks / Malay Bhattacharyya and Sanghamitra Bandyopadhyay.

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