An efficient low-level word image representation plays a crucial role in general cursive word recognition. this paper proposes a novel representation scheme, where a word image can be represented as two sequences of f...
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Clustering is crucial to many applications in patternrecognition, datamining, and machinelearning. Evolutionary techniques have been used with success in clustering, but most suffer from several shortcomings. We fo...
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ISBN:
(纸本)3540223436
Clustering is crucial to many applications in patternrecognition, datamining, and machinelearning. Evolutionary techniques have been used with success in clustering, but most suffer from several shortcomings. We formulate requirements for efficient encoding, resistance to noise, and ability to discover the number of clusters automatically.
this two-volume set, CCIS 1453 and CCIS 1454, constitutes refereed proceedings of the 6thinternationalconference on datamining and Big data, DMBD 2021, held in Guangzhou, China, in October 2021.;the 57 full papers ...
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ISBN:
(数字)9789811674761
ISBN:
(纸本)9789811674754
this two-volume set, CCIS 1453 and CCIS 1454, constitutes refereed proceedings of the 6thinternationalconference on datamining and Big data, DMBD 2021, held in Guangzhou, China, in October 2021.;the 57 full papers and 28 short papers presented in this two-volume set were carefully reviewed and selected from 258 submissions. the papers present the latest research on advantages in theories, technologies, and applications in datamining and big data. the volume covers many aspects of datamining and big data as well as intelligent computing methods applied to all fields of computer science, machinelearning, datamining and knowledge discovery, data science, etc.
this book constitutes the proceedings of the 6thinternationalconference on patternrecognition and machine Intelligence, PReMI 2015, held in Warsaw, Poland, in June/July 2015. the total of 53 full papers and 1 short...
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ISBN:
(数字)9783319199412
ISBN:
(纸本)9783319199405
this book constitutes the proceedings of the 6thinternationalconference on patternrecognition and machine Intelligence, PReMI 2015, held in Warsaw, Poland, in June/July 2015.
the total of 53 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 90 submissions. they were organized in topical sections named: foundations of machinelearning; image processing; image retrieval; image tracking; patternrecognition; datamining techniques for large scale data; fuzzy computing; rough sets; bioinformatics; and applications of artificial intelligence.
there is no royal road to science, and only those who do not dread the fatiguing climb of its steep paths have a chance of gaining its luminous summits. Karl Marx A Universial Genius of the 19th Century Many scienti...
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ISBN:
(数字)9783642030703
ISBN:
(纸本)9783642030697
there is no royal road to science, and only those who do not dread the fatiguing climb of its steep paths have a chance of gaining its luminous summits. Karl Marx A Universial Genius of the 19th Century Many scientists from all over the world during the past two years since the mldm 2007 have come along on the stony way to the sunny summit of science and have worked hard on new ideas and applications in the area of datamining in pattern r- ognition. Our thanks go to all those who took part in this year's mldm. We appre- ate their submissions and the ideas shared withthe Program Committee. We received over 205 submissions from all over the world to the internationalconference on - chine learning and datamining, mldm 2009. the Program Committee carefully selected the best papers for this year’s program and gave detailed comments on each submitted paper. there were 63 papers selected for oral presentation and 17 papers for poster presentation. the topics range from theoretical topics for classification, clustering, association rule and patternmining to specific data-mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining. Among these topics this year were special contributions to subtopics such as attribute discre- zation and data preparation, novelty and outlier detection, and distances and simila- ties.
this book constitutes the refereed proceedings of the 6th IFIP TC 5 internationalconference on Computational Intelligence and Its Applications, CIIA 2018, held in Oran, Algeria, in May 2018.;the 56 full papers presen...
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ISBN:
(数字)9783319897431
ISBN:
(纸本)9783319897424;9783030078447
this book constitutes the refereed proceedings of the 6th IFIP TC 5 internationalconference on Computational Intelligence and Its Applications, CIIA 2018, held in Oran, Algeria, in May 2018.;the 56 full papers presented were carefully reviewed and selected from 202 submissions. they are organized in the following topical sections: datamining and information retrieval; evolutionary computation; machinelearning; optimization; planning and scheduling; wireless communication and mobile computing; Internet of things (IoT) and decision support systems; patternrecognition and image processing; and semantic web services.
this book constitutes the refereed proceedings of the 6thinternationalconference on Rough Sets and Knowledge Technology, RSKT 2011, held in Banff, Canada, in September 2011.the 89 revised full papers presented toget...
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ISBN:
(数字)9783642244254
ISBN:
(纸本)9783642244247
this book constitutes the refereed proceedings of the 6thinternationalconference on Rough Sets and Knowledge Technology, RSKT 2011, held in Banff, Canada, in September 2011.
the 89 revised full papers presented together with 3 keynote lectures and 1 invited tutorial session were carefully reviewed and selected from 229 submissions. the papers are organized in topical sections on attribute reduction and feature selection, generalized rough set models, machinelearning with rough and hybrid techniques, knowledge technology and intelligent systems and applications.
this book constitutes the proceedings of the 6th IFIP TC 12 internationalconference on Computational Intelligence in data Science, ICCIDS 2023, which took place in Kalavakkam, India, in February 2023.;the...
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ISBN:
(数字)9783031382963
ISBN:
(纸本)9783031382956;9783031384103
this book constitutes the proceedings of the 6th IFIP TC 12 internationalconference on Computational Intelligence in data Science, ICCIDS 2023, which took place in Kalavakkam, India, in February 2023.;the 24 full papers presented in this volume were carefully reviewed and selected from 134 submissions. the major theme of the conference was intended to be computation intelligence and knowledge management. Various emerging areas like IoT, cyber security and data science need computation intelligence to align withthe cutting-edge research. machinelearning delivers insights hidden in data for rapid, automated responses and improved decision making. machinelearning for IoT can be used to project future trends, detect anomalies, and augment intelligence by ingesting image, video, and audio.
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