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Advanced Data Mining and Applications (Record no. 401764)
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| 000 -Маркер записи | |
|---|---|
| Контрольное поле постоянной длины | 07266nam a22005895i 4500 |
| 001 - Контрольный номер | |
| Контрольное поле | vtls000544331 |
| 005 - Дата корректировки | |
| Контрольное поле | 20210922082857.0 |
| 007 - Кодируемые данные (физ. описан.) | |
| Контрольное поле постоянной длины | cr nn 008mamaa |
| 008 - Кодируемые данные | |
| Контрольное поле постоянной длины | 160915s2014 gw | s |||| 0|eng d |
| 020 ## - Индекс ISBN | |
| ISBN | 9783319147178 |
| -- | 978-3-319-14717-8 |
| 024 7# - Прочие стандартные номера | |
| Стандартный номер | 10.1007/978-3-319-14717-8 |
| Источник номера | doi |
| 035 ## - Системный контрольный номер | |
| Системный контрольный номер | to000544331 |
| 040 ## - Источник каталогиз. | |
| Служба первич. каталог. | Springer |
| Служба, преобразующая запись | Springer |
| Организация, изменившая запись | RU-ToGU |
| 050 #4 - Расстановочный код библ. Конгресса | |
| Классификационный индекс | Q334-342 |
| 050 #4 - Расстановочный код библ. Конгресса | |
| Классификационный индекс | TJ210.2-211.495 |
| 072 #7 - Код предметной/темат. категории | |
| Код предметной/темат. категории | UYQ |
| Источник кода | bicssc |
| 072 #7 - Код предметной/темат. категории | |
| Код предметной/темат. категории | TJFM1 |
| Источник кода | bicssc |
| 072 #7 - Код предметной/темат. категории | |
| Код предметной/темат. категории | COM004000 |
| Источник кода | bisacsh |
| 082 04 - Индекс Дьюи | |
| Индекс Дьюи | 006.3 |
| Номер издания | 23 |
| 245 10 - Заглавие | |
| Заглавие | Advanced Data Mining and Applications |
| Физический носитель | electronic resource |
| Продолж. заглавия | 10th International Conference, ADMA 2014, Guilin, China, December 19-21, 2014. Proceedings / |
| Ответственность | edited by Xudong Luo, Jeffrey Xu Yu, Zhi Li. |
| 260 ## - Выходные данные | |
| Место издания | Cham : |
| Издательство | Springer International Publishing : |
| -- | Imprint: Springer, |
| Дата издания | 2014. |
| 300 ## - Физическое описание | |
| Объем | XVI, 741 p. 298 illus. |
| Иллюстрации/тип воспроизводства | online resource. |
| 336 ## - Тип содержимого | |
| Тип содержимого | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - Средство доступа | |
| Средство доступа | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - Тип носителя | |
| Тип носителя | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - Серия | |
| Заглавие серии | Lecture Notes in Computer Science, |
| ISSN серии | 0302-9743 ; |
| № тома | 8933 |
| 505 0# - Примечание о содержании | |
| Содержание | Data Mining -- A New Improved Apriori Algorithm Based on Compression Matrix -- FHN: Efficient Mining of High-Utility Itemsets with Negative Unit Profits -- Novel Concise Representations of High Utility Itemsets Using Generator Patterns -- Incrementally Updating High-Utility Itemsets with Transaction Insertion -- Mining Frequent Closed Sequential Patterns with Non-user-defined Gap Constraints -- High Utility Episode Mining Made Practical and Fast -- Social Network and Social Media -- Community Dynamics: Event and Role Analysis in Social Network Analysis -- Local Community Extraction for Non-overlapping and Overlapping Community Detection -- Discovery of Tampered Image with Robust Hashing -- TweeProfiles: Detection of Spatio-temporal Patterns on Twitter -- Real-Time Event Detection Based on Geo Extraction and Temporal Analysis -- An Automatic Unsupervised Method Based on Context-Sensitive Spectral Angle Mapper for Change Detection of Remote Sensing Images -- Recommend System -- A Personalized Travel System Based on Crowdsourcing Model -- Difference Factor’ KNN Collaborative Filtering Recommendation Algorithm -- A Reputation-Enhanced Recommender System -- An Empirical Methodology to Analyze the Behavior of Bagging -- Context-Aware Recommendation Using GPU Based Parallel Tensor Decomposition -- Location-Based Recommendation Using Incremental Tensor Factorization Model -- Database Mining Continuous Activity Patterns from Animal Trajectory Data -- Personalized Privacy Protection for Transactional Data -- A Hybrid Algorithm for Privacy Preserving Social Network Publication -- Achieving Absolute Privacy Preservation in Continuous Query Road Network Services -- A C-DBSCAN Algorithm for Determining Bus-Stop Locations Based on Taxi GPS Data -- A Secure and Efficient Privacy-Preserving Attribute Matchmaking Protocol in Proximity-Based Mobile Social Networks -- Dimensionality Reduction -- A New Filter Approach Based on Generalized Data Field -- A Stable Instance Based Filter for Feature Selection in Small Sample Size Data Sets -- Multi-label Feature Selection via Information Gain -- Efficient kNN Algorithm Based on Graph Sparse Reconstruction -- On Dynamic Selection of Subspace for Random Forest -- Dimensionally Reduction: An Experimental Study -- Advance Machine Learning Techniques -- Efficient Deep Learning Algorithm with Accelerating Inference Strategy -- Multi-angle Evaluations of Test Cases Based on Dynamic Analysis -- An Interest-Based Clustering Method for Web Information Visualization -- A Serial Sample Selection Framework for Active Learning -- Map Matching for Taxi GPS Data with Extreme Learning Machine -- A Segment-Wise Method for Pseudo Periodic Time Series Prediction -- Classification -- Constructing Decision Trees for Unstructured Data -- Attack Type Prediction Using Hybrid Classifier -- kNN Algorithm with Data-Driven k Value -- Topology Potential-Based Parameter Selecting for Support Vector Machine -- Active Multi-label Learning with Optimal Label Subset Selection -- Merging Decision Trees: A Case Study in Predicting Student Performance -- Big Data and Applications -- Faster MaxScore Query Processing with Essential List Skipping -- Selecting Representative Objects from Large Database by Using K-Skyband and Top-k Dominating Queries in MapReduce Environment -- Towards Positive Unlabeled Learning for Parallel Data Mining: A Random Forest Framework -- Program Verification by Reachability Searching over Dynamic Call Tree -- CinHBa: A Secondary Index with Hotscore Caching Policy on Key-Value Data Store -- Towards Ontology-Enhanced Cloud Services Discovery -- Clustering Methods -- A Huffman Tree-Based Algorithm for Clustering Documents. -Improved Spectral Clustering Algorithm Based on Similarity Measure -- A Partition Clustering Algorithm for Transaction Database Based on FCM -- Machine Learning -- Discernibility Matrix Enriching and Boolean-And Algorithm for Attributes Reduction -- Smart Partitioning for Product DSM Model Based on Improved Genetic Algorithm -- A New Method for Image Understanding and Retrieval Using Text-Mined Knowledge -- A Web Table Extraction Method Based on Structure and Ontology -- Data Mining and Database -- Block Nested Join and Sort Merge Join Algorithms: An Empirical Evaluation -- The Design of Power Security System in Smart Home Based on the Stream Data Mining -- Agent-Based Privacy Aware Feedback System. |
| 520 ## - Аннотация | |
| Аннотация | This book constitutes the proceedings of the 10th International Conference on Advanced Data Mining and Applications, ADMA 2014, held in Guilin, China during December 2014. The 48 regular papers and 10 workshop papers presented in this volume were carefully reviewed and selected from 90 submissions. They deal with the following topics: data mining, social network and social media, recommend systems, database, dimensionality reduction, advance machine learning techniques, classification, big data and applications, clustering methods, machine learning, and data mining and database. |
| 650 #0 - Тематические рубрики | |
| Основная рубрика | Computer Science. |
| 9 (RLIN) | 155490 |
| 650 #0 - Тематические рубрики | |
| Основная рубрика | Database management. |
| 9 (RLIN) | 566224 |
| 650 #0 - Тематические рубрики | |
| Основная рубрика | Data mining. |
| 9 (RLIN) | 306371 |
| 650 #0 - Тематические рубрики | |
| Основная рубрика | Information storage and retrieval systems. |
| 9 (RLIN) | 137013 |
| 650 #0 - Тематические рубрики | |
| Основная рубрика | Artificial intelligence. |
| 9 (RLIN) | 274099 |
| 650 14 - Тематические рубрики | |
| Основная рубрика | Computer Science. |
| 9 (RLIN) | 155490 |
| 650 24 - Тематические рубрики | |
| Основная рубрика | Artificial Intelligence (incl. Robotics). |
| 9 (RLIN) | 274102 |
| 650 24 - Тематические рубрики | |
| Основная рубрика | Data Mining and Knowledge Discovery. |
| 9 (RLIN) | 306372 |
| 650 24 - Тематические рубрики | |
| Основная рубрика | Information Storage and Retrieval. |
| 9 (RLIN) | 303027 |
| 650 24 - Тематические рубрики | |
| Основная рубрика | Information Systems Applications (incl. Internet). |
| 9 (RLIN) | 299051 |
| 650 24 - Тематические рубрики | |
| Основная рубрика | Database Management. |
| 9 (RLIN) | 566226 |
| 700 1# - Другие авторы | |
| Другие авторы | Luo, Xudong. |
| Роль лиц | editor. |
| 9 (RLIN) | 451244 |
| 700 1# - Другие авторы | |
| Другие авторы | Yu, Jeffrey Xu. |
| Роль лиц | editor. |
| 9 (RLIN) | 321547 |
| 700 1# - Другие авторы | |
| Другие авторы | Li, Zhi. |
| Роль лиц | editor. |
| 9 (RLIN) | 451245 |
| 710 2# - Другие организации | |
| Организация/юрисдикция | SpringerLink (Online service) |
| 9 (RLIN) | 143950 |
| 773 0# - Источник информации | |
| Название источника | Springer eBooks |
| 830 #0 - Заголовок добавочной библ.записи на серию — унифицированное заглавие | |
| Унифицированное заглавие | Lecture Notes in Computer Science, |
| 9 (RLIN) | 279505 |
| 856 40 - Электронный адрес документа | |
| URL | <a href="http://dx.doi.org/10.1007/978-3-319-14717-8">http://dx.doi.org/10.1007/978-3-319-14717-8</a> |
| 912 ## - Coursera for Campus: онлайн курсы для ТГУ | |
| Coursera for Campus: онлайн курсы для ТГУ | ZDB-2-SCS |
| 912 ## - Coursera for Campus: онлайн курсы для ТГУ | |
| Coursera for Campus: онлайн курсы для ТГУ | ZDB-2-LNC |
| 999 ## - Системные контрольные номера (Koha) | |
| biblionumber (Koha) | 401764 |
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