標(biāo)題: Titlebook: Knowledge Discovery in Databases: PKDD 2003; 7th European Confere Nada Lavra?,Dragan Gamberger,Hendrik Blockeel Conference proceedings 2003 [打印本頁(yè)] 作者: 警察在苦笑 時(shí)間: 2025-3-21 18:07
書目名稱Knowledge Discovery in Databases: PKDD 2003影響因子(影響力)
書目名稱Knowledge Discovery in Databases: PKDD 2003影響因子(影響力)學(xué)科排名
書目名稱Knowledge Discovery in Databases: PKDD 2003網(wǎng)絡(luò)公開(kāi)度
書目名稱Knowledge Discovery in Databases: PKDD 2003網(wǎng)絡(luò)公開(kāi)度學(xué)科排名
書目名稱Knowledge Discovery in Databases: PKDD 2003被引頻次
書目名稱Knowledge Discovery in Databases: PKDD 2003被引頻次學(xué)科排名
書目名稱Knowledge Discovery in Databases: PKDD 2003年度引用
書目名稱Knowledge Discovery in Databases: PKDD 2003年度引用學(xué)科排名
書目名稱Knowledge Discovery in Databases: PKDD 2003讀者反饋
書目名稱Knowledge Discovery in Databases: PKDD 2003讀者反饋學(xué)科排名
作者: ARENA 時(shí)間: 2025-3-22 00:04
Two-Eyed Algorithms and Problemshe algorithm is processing. The main example I discuss is RF/tools, a collection of algorithms for classification, regression and multiple dependent outputs. The last algorithm is a preliminary version and further progress depends on solving some fascinating questions of the characterization of depe作者: clarify 時(shí)間: 2025-3-22 00:36
Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditionatribution of a company’s customers in geographical space? How long should we expect a nearest-neighbor search to take, when there are 100 attributes per patient or customer record? The traditional assumptions (uniformity, independence, Poisson arrivals, Gaussian distributions), often fail miserably.作者: FELON 時(shí)間: 2025-3-22 05:25 作者: VEN 時(shí)間: 2025-3-22 09:04
Efficient Statistical Pruning of Association Rulesg of hundreds to millions of patterns, of which few are likely of interest. In this paper we present a probabilistic metric to filter association rules that can help highlight the important structure in the data. The proposed filtering technique can be combined with maximal association mining algori作者: commensurate 時(shí)間: 2025-3-22 13:22
Majority Classification by Means of Association Rulessignment of the class label on a single classification rule. In this work we propose the assignment of the class label based on simple majority voting among a group of rules matching the test case..We propose a new algorithm,., which is based on previously proposed algorithm ... ... performed a redu作者: 有權(quán) 時(shí)間: 2025-3-22 17:27 作者: 壕溝 時(shí)間: 2025-3-22 23:36 作者: obligation 時(shí)間: 2025-3-23 03:04 作者: 樹(shù)木中 時(shí)間: 2025-3-23 07:22 作者: 弄污 時(shí)間: 2025-3-23 13:14
Mr-SBC: A Multi-relational Na?ve Bayes Classifierred in several tables related by foreign key constraints and each example is represented by a set of related tuples rather than a single row as in the classical data mining setting. This work is characterized by three aspects. First, an integrated approach in the computation of the posterior probabi作者: Coronary 時(shí)間: 2025-3-23 17:09
SMOTEBoost: Improving Prediction of the Minority Class in Boostingnority (or interesting) class usually produces biased classifiers that have a higher predictive accuracy over the majority class(es), but poorer predictive accuracy over the minority class. SMOTE (Synthetic Minority Over-sampling TEchnique) is specifically designed for learning from imbalanced data 作者: AER 時(shí)間: 2025-3-23 18:25
Using Belief Networks and Fisher Kernels for Structured Document Classifications to simultaneously take into account structure and content information. We then show how this model can be extended into a more efficient classifier using the Fisher kernel method. In both cases model parameters are learned from a labelled training set of representative documents. We present experi作者: neologism 時(shí)間: 2025-3-23 23:18
A Skeleton-Based Approach to Learning Bayesian Networks from Dataes the main advantages of these algorithms yet avoids their difficulties. In our approach, first an undirected graph, termed the ., is constructed from the data, using zero- and first-order dependence tests. Then, a search algorithm is employed that builds upon a quality measure to find the best net作者: 使糾纏 時(shí)間: 2025-3-24 04:12 作者: agitate 時(shí)間: 2025-3-24 09:51 作者: 手榴彈 時(shí)間: 2025-3-24 11:46
Visualizing Class Probability Estimatorsto the users is how to gain information from the models produced. Unfortunately, some of the most powerful inductive learning algorithms generate “black boxes”—that is, the representation of the model makes it virtually impossible to gain any insight into what has been learned. This paper presents a作者: apiary 時(shí)間: 2025-3-24 16:50 作者: Badger 時(shí)間: 2025-3-24 20:13 作者: Muscularis 時(shí)間: 2025-3-25 00:10
Conference proceedings 2003tted papers, 40 were accepted for publication in the ECML2003proceedings,and40wereacceptedforpublicationinthePKDD2003 proceedings. All the submitted papers were reviewed by three referees. In ad- tion to submitted papers, the conference program consisted of four invited talks, four tutorials, seven 作者: Credence 時(shí)間: 2025-3-25 06:18 作者: 肉體 時(shí)間: 2025-3-25 11:03
Francesco Bonchi,Fosca Giannotti,Alessio Mazzanti,Dino Pedreschi作者: Fester 時(shí)間: 2025-3-25 13:23 作者: Foam-Cells 時(shí)間: 2025-3-25 17:33 作者: 雪上輕舟飛過(guò) 時(shí)間: 2025-3-25 23:06 作者: 向外供接觸 時(shí)間: 2025-3-26 00:41
Efficient Statistical Pruning of Association Ruless that can help highlight the important structure in the data. The proposed filtering technique can be combined with maximal association mining algorithms or heuristic association mining algorithms to more efficiently search for interesting association rules with lower support.作者: 仇恨 時(shí)間: 2025-3-26 06:40
An Indiscernibility-Based Clustering Method with Iterative Refinement of Equivalence Relations not require direct access to the original data values. In the experiments we demonstrate, with the use of partially mutated proximity matrices, that this method produces good clusters even when the employed proximity does not satisfy the triangular inequality.作者: Pert敏捷 時(shí)間: 2025-3-26 09:35 作者: 哪有黃油 時(shí)間: 2025-3-26 16:30
0302-9743 nce on Machine Learning (LNAI 2837) and the Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (LNAI 2838). The two conferences were held on September 22–26, 2003 in Cavtat, a small tourist town in the vicinity of Dubrovnik, Croatia. As machine 作者: 無(wú)畏 時(shí)間: 2025-3-26 20:05 作者: glomeruli 時(shí)間: 2025-3-26 22:09
Majority Classification by Means of Association Rulesced amount of pruning, coupled with a two step classification process. . combines this approach with the use of multiple rules for data classification. The use of multiple rules, both during database coverage and classification, yields an improved accuracy.作者: hedonic 時(shí)間: 2025-3-27 03:43
Minimal ,-Free Representations of Frequent Setsthe different proposals thus obtained, we are able to provide new, provably more concise, representations. These theoretical results are supported by several experiments showing the practical applicability.作者: Electrolysis 時(shí)間: 2025-3-27 07:49
Discovering Unbounded Episodes in Sequential Dataepisodes to grow during the mining without any user-specified help. A convenient algorithm to efficiently discover the proposed unbounded episodes is also implemented. Experimental results confirm that our approach results useful and advantageous.作者: 情節(jié)劇 時(shí)間: 2025-3-27 11:44 作者: monologue 時(shí)間: 2025-3-27 14:48
A Skeleton-Based Approach to Learning Bayesian Networks from Datawork from the search space that is defined by the skeleton. To corroborate the feasibility of our approach, we present the experimental results that we obtained on various different datasets generated from real-world networks. Within the experimental setting, we further study the reduction of the search space that is achieved by the skeleton.作者: 托運(yùn) 時(shí)間: 2025-3-27 21:11 作者: catagen 時(shí)間: 2025-3-27 23:38 作者: Exuberance 時(shí)間: 2025-3-28 05:52
Taking Causality Seriously: Propensity Score Methodology Applied to Estimate the Effects of Marketinas. In the past few years, the number of published applications using propensity score methods to evaluate medical and epidemiological interventions has increased dramatically. Rubin (2003, Erlbaum) provides a summary, which is already out of date.作者: Foolproof 時(shí)間: 2025-3-28 07:52 作者: Forehead-Lift 時(shí)間: 2025-3-28 11:04
ExAnte: Anticipated Data Reduction in Constrained Pattern Miningthm which reduces dramatically both the search space and the input dataset in constrained frequent pattern mining. Experimental results show a reduction of orders of magnitude, thus enabling a much easier mining task. ExAnte can be used as a pre-processor with any constrained pattern mining algorithm.作者: yohimbine 時(shí)間: 2025-3-28 15:33
On Decision Boundaries of Na?ve Bayes in Continuous DomainsBayes as well. In particular, it sets decision boundaries on borders of segments with equal class frequency distribution. An optimal univariate discretization with respect to the Na?ve Bayes rule can be found in linear time but, unfortunately, optimal multivariate optimization is intractable.作者: Mere僅僅 時(shí)間: 2025-3-28 20:38
Application of Inductive Logic Programming to Structure-Based Drug Designterpretated chemically. We applied this approach to two test cases: Glycogen Phosphorylase inhibitors, and HIV protease inhibitors. In both cases we observed a significant (. < 0.05) improvement over both standard approaches, and use of only the ligand. We demonstrate that the theories produced are consistent with the existing chemical literature.作者: 推測(cè) 時(shí)間: 2025-3-29 00:45 作者: 荒唐 時(shí)間: 2025-3-29 05:10
Mr-SBC: A Multi-relational Na?ve Bayes Classifierication rules. The proposed method has been implemented in the new system Mr-SBC, which is tightly integrated with a relational DBMS. Testing has been performed on two datasets and four benchmark tasks. Results on predictive accuracy and efficiency are in favour of Mr-SBC for the most complex tasks.作者: 軟弱 時(shí)間: 2025-3-29 10:34 作者: infelicitous 時(shí)間: 2025-3-29 13:35 作者: 悄悄移動(dòng) 時(shí)間: 2025-3-29 19:28 作者: Capitulate 時(shí)間: 2025-3-29 22:40
Nada Lavra?,Dragan Gamberger,Hendrik BlockeelIncludes supplementary material: 作者: chondromalacia 時(shí)間: 2025-3-30 00:58 作者: 積極詞匯 時(shí)間: 2025-3-30 06:51
Two-Eyed Algorithms and Problemshe algorithm is processing. The main example I discuss is RF/tools, a collection of algorithms for classification, regression and multiple dependent outputs. The last algorithm is a preliminary version and further progress depends on solving some fascinating questions of the characterization of dependency between variables.作者: 夸張 時(shí)間: 2025-3-30 10:40
https://doi.org/10.1007/b13634Bayesian network; classification; data mining; database; knowledge discovery; learning; logic; pattern mini作者: 委托 時(shí)間: 2025-3-30 16:16 作者: enlist 時(shí)間: 2025-3-30 19:25 作者: 聾子 時(shí)間: 2025-3-30 20:51 作者: anthropologist 時(shí)間: 2025-3-31 03:14
2367-3370 Information Technologies for Industry”.Written by experts i.This book contains the works connected with the key advances in Industrial Artificial Intelligence presented at IITI 2023, the Seventh International Scientific Conference on Intelligent Information Technologies for Industry held on Septemb作者: 個(gè)阿姨勾引你 時(shí)間: 2025-3-31 05:15 作者: Project 時(shí)間: 2025-3-31 10:07
Temporal Difference (TD) Based Critic-Actor Adaptive Control for a Fine Hand Motion Rehabilitation Red through Matlab simulation and implemented on a hand rehabilitation robotic device. Results suggest that the control system can fulfil the control task with high performance and reliability, thus holding the promise of improving the fine hand motion rehabilitation training efficiency.作者: Inferior 時(shí)間: 2025-3-31 13:38 作者: 注視 時(shí)間: 2025-3-31 18:41
Nithya Paranthaman Rajendiranwith work by Acker (Gender & Society 20(4): 441–464, 2006a), Iverson (NASPA Journal About Women in Higher Education 2(1): 142–168, 2009), and Costello (NAPSA Journal About Women in Higher Education 5(2): 99–114, 2012), provides context to examine how gender continues to impact how support staff enga作者: 僵硬 時(shí)間: 2025-3-31 23:45 作者: Asparagus 時(shí)間: 2025-4-1 05:19
Luke Harmon,Gaetan Delavignette,Hanes Oliveiraazione matematica che un dato sistema è sicuro rispetto ad una classe generale di attaccanti. Tanto più vasta e vicina alla realtà è que-sta classe, tanto più forti sono le garanzie offerte dal crittosistema an978-88-470-2480-9978-88-470-2481-6Series ISSN 2038-5714 Series E-ISSN 2532-3318 作者: Biofeedback 時(shí)間: 2025-4-1 09:16
,2 Grundzüge der elektrischen Energieerzeugung,natürlichen Energietr?gern enthaltene Energie wird, wie bereits erw?hnt, als Prim?renergie bezeichnet. Ihre Umwandlung in elektrische Energie erfolgt vorwiegend in fossil befeuerten Kraftwerken, Kern- und Wasserkraftwerken sowie in Windenergie-, Photovoltaik- und Biomasseanlagen. Das Ziel dieses Kap作者: MOTIF 時(shí)間: 2025-4-1 10:09 作者: 逃避責(zé)任 時(shí)間: 2025-4-1 15:28
Introduction,the European Internal Market and put this issue on its highest political agenda. Among the different solutions proposed by the European Commission was that of creating an optional instrument for European contract law (OI). Since then, there have been further political developments. The Commission’s
