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Venues (Conferences, Journals, ...)
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GrowBag graphs for keyword ? (Num. hits/coverage)
Group by:
The graphs summarize 344 occurrences of 183 keywords
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Results
Found 1303 publication records. Showing 1303 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
70 | Yin Zhang, Zhi-Hua Zhou |
Cost-Sensitive Face Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 32(10), pp. 1758-1769, 2010. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
cost-sensitive face recognition, multiclass cost-sensitive learning, Face recognition, cost-sensitive learning |
68 | Prithviraj Sen, Lise Getoor |
Cost-sensitive learning with conditional Markov networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Min. Knowl. Discov. ![In: Data Min. Knowl. Discov. 17(2), pp. 136-163, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Structured output spaces, Machine learning, Cost-sensitive learning, Markov networks |
63 | Shengli Sheng, Charles X. Ling |
Hybrid Cost-Sensitive Decision Tree. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PKDD ![In: Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings, pp. 274-284, 2005, Springer, 3-540-29244-6. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
60 | Victor S. Sheng, Charles X. Ling |
Partial example acquisition in cost-sensitive learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, USA, August 12-15, 2007, pp. 638-646, 2007, ACM, 978-1-59593-609-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
active cost-sensitive learning, interactive and online data mining, data mining, machine learning, active learning, induction, data acquisition, cost-sensitive learning |
55 | Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi |
Automatically countering imbalance and its empirical relationship to cost. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Min. Knowl. Discov. ![In: Data Min. Knowl. Discov. 17(2), pp. 225-252, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Unbalanced data, Classification, Cost-sensitive learning |
54 | Jin Li 0005, Xiaoli Li 0002, Xin Yao 0001 |
Cost-sensitive classification with genetic programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK, pp. 2114-2121, 2005, IEEE, 0-7803-9363-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
53 | Qiujie Li, Yaobin Mao, Zhiquan Wang, Wenbo Xiang |
Cost-Sensitive Boosting: Fitting an Additive Asymmetric Logistic Regression Model. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACML ![In: Advances in Machine Learning, First Asian Conference on Machine Learning, ACML 2009, Nanjing, China, November 2-4, 2009. Proceedings, pp. 234-247, 2009, Springer, 978-3-642-05223-1. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Cost-Sensitive Boosting, Boosting, Logistic Regression |
53 | Zhi-Hua Zhou, Xu-Ying Liu |
Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 18(1), pp. 63-77, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
threshold-moving, data mining, neural networks, Machine learning, sampling, ensemble learning, cost-sensitive learning, class imbalance learning |
51 | Aurélie C. Lozano, Naoki Abe |
Multi-class cost-sensitive boosting with p-norm loss functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August 24-27, 2008, pp. 506-514, 2008, ACM, 978-1-60558-193-4. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
boosting, cost-sensitive learning, multi-class classification |
50 | Xu-Ying Liu, Zhi-Hua Zhou |
Learning with cost intervals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010, pp. 403-412, 2010, ACM, 978-1-4503-0055-1. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
cost intervals, misclassification costs, cost-sensitive learning |
48 | Huimin Zhao |
Instance weighting versus threshold adjusting for cost-sensitive classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Inf. Syst. ![In: Knowl. Inf. Syst. 15(3), pp. 321-334, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Instance weighting, Threshold adjusting, Classification, Cost-sensitive learning, ROC curve |
48 | Jinfu Liu, Daren Yu |
A Weighted Rough Set Approach for Cost-Sensitive Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RSFDGrC ![In: Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 11th International Conference, RSFDGrC 2007, Toronto, Canada, May 14-16, 2007, Proceedings, pp. 355-362, 2007, Springer, 978-3-540-72529-9. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Weighted rough set, cost-sensitive learning, rule extraction, knowledge reduction |
48 | Naoki Abe, Bianca Zadrozny, John Langford 0001 |
An iterative method for multi-class cost-sensitive learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, August 22-25, 2004, pp. 3-11, 2004, ACM, 1-58113-888-1. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
boosting, cost-sensitive learning, multi-class classification |
48 | José María Gómez Hidalgo |
Evaluating cost-sensitive Unsolicited Bulk Email categorization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SAC ![In: Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), March 10-14, 2002, Madrid, Spain, pp. 615-620, 2002, ACM, 1-58113-445-2. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
unsolicited bulk email, evaluation, text categorization, cost-sensitive classification |
48 | Xingquan Zhu 0001, Xindong Wu 0001 |
Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 18(10), pp. 1435-1440, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
noise handling, Data mining, classification, cost-sensitive learning |
47 | Xiao Chang, Qinghua Zheng, Peng Lin |
Cost-Sensitive Supported Vector Learning to Rank Imbalanced Data Set. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICIC (2) ![In: Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 5th International Conference on Intelligent Computing, ICIC 2009, Ulsan, South Korea, September 16-19, 2009, Proceedings, pp. 305-314, 2009, Springer, 978-3-642-04019-1. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Supported vector learning, Learning to rank, Cost-sensitive learning, Imbalanced data set |
47 | Ning Chen 0003, Armando Vieira, João M. M. Duarte, Bernardete Ribeiro, João Carvalho das Neves |
Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EPIA ![In: Progress in Artificial Intelligence, 14th Portuguese Conference on Artificial Intelligence, EPIA 2009, Aveiro, Portugal, October 12-15, 2009. Proceedings, pp. 374-385, 2009, Springer, 978-3-642-04685-8. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Distress prediction, neural network, classification, cost-sensitive learning, learning vector quantization |
47 | Qiang Yang 0001, Charles X. Ling, Xiaoyong Chai, Rong Pan |
Test-Cost Sensitive Classification on Data with Missing Values. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 18(5), pp. 626-638, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
decision trees, naive Bayes, Cost-sensitive learning |
45 | Victor S. Sheng, Charles X. Ling |
Roulette Sampling for Cost-Sensitive Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings, pp. 724-731, 2007, Springer, 978-3-540-74957-8. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
data mining, machine learning, classification, decision trees, cost-sensitive learning, meta-learning |
45 | Kai Ming Ting |
An Instance-Weighting Method to Induce Cost-Sensitive Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 14(3), pp. 659-665, 2002. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
greedy divide-and-conquer algorithm, instance weighting, decision trees, induction, Cost-sensitive |
43 | Alberto Freitas, Altamiro da Costa Pereira, Pavel Brazdil |
Cost-Sensitive Decision Trees Applied to Medical Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DaWaK ![In: Data Warehousing and Knowledge Discovery, 9th International Conference, DaWaK 2007, Regensburg, Germany, September 3-7, 2007, Proceedings, pp. 303-312, 2007, Springer, 978-3-540-74552-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Costs and Cost Analysis, Data Mining in Medicine, Classification, Cost-Sensitive Learning |
43 | Xiaolong Zhang 0002, Chuan Jiang, Mingjian Luo |
Training Classifiers for Unbalanced Distribution and Cost-Sensitive Domains with ROC Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PKAW ![In: Advances in Knowledge Acquisition and Management, Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Guilin, China, August 7-8, 2006, Revised Selected Papers, pp. 89-98, 2006, Springer, 3-540-68955-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Classification, Cost-Sensitive Learning, ROC, Error Correcting Output Coding |
38 | Jeffrey Junfeng Pan, Qiang Yang 0001, Yiming Yang, Lei Li 0022, Frances Tianyi Li, George Wenmin Li |
Cost-Sensitive-Data Preprocessing for Mining Customer Relationship Management Databases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Intell. Syst. ![In: IEEE Intell. Syst. 22(1), pp. 46-51, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
cost-sensitive-data preprocessing, data mining, ensemble of classifiers |
38 | Yanmin Sun, Andrew K. C. Wong, Yang Wang 0007 |
Parameter Inference of Cost-Sensitive Boosting Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLDM ![In: Machine Learning and Data Mining in Pattern Recognition, 4th International Conference, MLDM 2005, Leipzig, Germany, July 9-11, 2005, Proceedings, pp. 21-30, 2005, Springer, 3-540-26923-1. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
38 | Geoffrey I. Webb |
Cost-Sensitive Specialization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI'96: Topics in Artificial Intelligence, 4th Pacific Rim International Conference on Artificial Intelligence, Cairns, Australia, August 26-30, 1996, Proceedings, pp. 23-34, 1996, Springer, 3-540-61532-6. The full citation details ...](Pics/full.jpeg) |
1996 |
DBLP DOI BibTeX RDF |
|
37 | Shichao Zhang 0001, Xiaofeng Zhu 0001, Jilian Zhang, Chengqi Zhang |
Cost-Time Sensitive Decision Tree with Missing Values. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KSEM ![In: Knowledge Science, Engineering and Management, Second International Conference, KSEM 2007, Melbourne, Australia, November 28-30, 2007, Proceedings, pp. 447-459, 2007, Springer, 978-3-540-76718-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
36 | Raúl Santos-Rodríguez, Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro |
Cost-Sensitive Learning Based on Bregman Divergences. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML/PKDD (1) ![In: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I, pp. 12, 2009, Springer, 978-3-642-04179-2. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
posterior class probabilities, maximum margin, Cost sensitive learning, Bregman divergence |
36 | Lior Rokach, Lihi Naamani, Armin Shmilovici |
Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Data Min. Knowl. Discov. ![In: Data Min. Knowl. Discov. 17(2), pp. 283-316, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Reinforcement learning, Decision trees, Active learning, Cost-sensitive learning, Design of experiments, Direct marketing |
36 | Abraham Bernstein, Foster J. Provost, Shawndra Hill |
Toward Intelligent Assistance for a Data Mining Process: An Ontology-Based Approach for Cost-Sensitive Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 17(4), pp. 503-518, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
metalearning, data mining, machine learning, knowledge discovery, Cost-sensitive learning, intelligent assistants, knowledge discovery process, data mining process |
36 | Xingyi Liu |
Cost-sensitive Decision Tree with Missing Values and Multiple Cost Scales. ![Search on Bibsonomy](Pics/bibsonomy.png) |
JCAI ![In: First IITA International Joint Conference on Artificial Intelligence, Hainan Island, China, 25-26 April 2009, pp. 294-297, 2009, IEEE Computer Society, 978-0-7695-3615-6. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
tree, missing values, cost-sensitive |
36 | Jinfu Liu, Qinghua Hu, Daren Yu |
Weighted Rough Set Learning: Towards a Subjective Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PAKDD ![In: Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings, pp. 696-703, 2007, Springer, 978-3-540-71700-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
weighted rough set, cost-sensitive learning, rule extraction, knowledge reduction, class imbalance learning |
36 | Charles X. Ling, Victor S. Sheng, Tilmann F. W. Bruckhaus, Nazim H. Madhavji |
Maximum profit mining and its application in software development. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August 20-23, 2006, pp. 929-934, 2006, ACM, 1-59593-339-5. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
escalation prediction, data mining, cost-sensitive learning |
35 | Ryan Meekins, Stephen C. Adams, Peter A. Beling, Kevin Farinholt, Nathan Hipwell, Ali Chaudhry, Sherwood Polter, Qing Dong |
Cost-sensitive Classifier Selection when there is Additional Cost Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COST@SDM ![In: International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018, pp. 17-30, 2018, PMLR. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP BibTeX RDF |
|
34 | Jaeheon Jeong, Michel Dubois 0001 |
Cache Replacement Algorithms with Nonuniform Miss Costs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Computers ![In: IEEE Trans. Computers 55(4), pp. 353-365, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
Cache, power, latency, trace-driven simulations, memory system, replacement policy |
34 | Stefan Lessmann, Sven F. Crone, Robert Stahlbock |
An Evaluation of Discrete Support Vector Machines for Cost-Sensitive Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006, pp. 347-354, 2006, IEEE, 0-7803-9490-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
34 | Claudio Marrocco, Francesco Tortorella |
A Method for Designing Cost-Sensitive ECOC. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings, pp. 204-213, 2004, Springer, 3-540-22144-1. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
33 | Zhenxing Qin, Shichao Zhang 0001, Chengqi Zhang |
Cost-Sensitive Decision Trees with Multiple Cost Scales. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Conference on Artificial Intelligence ![In: AI 2004: Advances in Artificial Intelligence, 17th Australian Joint Conference on Artificial Intelligence, Cairns, Australia, December 4-6, 2004, Proceedings, pp. 380-390, 2004, Springer, 3-540-24059-4. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
33 | Jun Du, Zhihua Cai, Charles X. Ling |
Cost-Sensitive Decision Trees with Pre-pruning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Canadian AI ![In: Advances in Artificial Intelligence, 20th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2007, Montreal, Canada, May 28-30, 2007, Proceedings, pp. 171-179, 2007, Springer, 978-3-540-72664-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
33 | Xu-Ying Liu, Zhi-Hua Zhou |
The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China, pp. 970-974, 2006, IEEE Computer Society, 0-7695-2701-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
33 | Dragos D. Margineantu |
Class Probability Estimation and Cost-Sensitive Classification Decisions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2002, 13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002, Proceedings, pp. 270-281, 2002, Springer, 3-540-44036-4. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
32 | Prithviraj Sen, Lise Getoor |
Cost-sensitive learning with conditional Markov networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Third International Conference (ICML 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006, pp. 801-808, 2006, ACM, 1-59593-383-2. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
31 | Gaetano Zazzaro, Paola Mercogliano, Francesca Maria Pisano |
Data Mining to Classify Fog Events by Applying Cost-Sensitive Classifier. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CISIS ![In: CISIS 2010, The Fourth International Conference on Complex, Intelligent and Software Intensive Systems, Krakow, Poland, 15-18 February 2010, pp. 568-573, 2010, IEEE Computer Society, 978-0-7695-3967-6. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
Fog Forecast, Data Mining, Bayesian Classifiers, Cost Sensitive Classification |
31 | Gaetano Zazzaro, Francesca Maria Pisano, Paola Mercogliano |
Data Mining to Classify Fog Events by Applying Cost-Sensitive Classifier. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CISIS ![In: CISIS 2010, The Fourth International Conference on Complex, Intelligent and Software Intensive Systems, Krakow, Poland, 15-18 February 2010, pp. 1093-1098, 2010, IEEE Computer Society, 978-0-7695-3967-6. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
Fog Forecast, Data Mining, Bayesian Classifiers, Cost Sensitive Classification |
31 | Wenbin Li 0008, Yiying Cheng, TaiFeng Liu, Xindong Zhang, Ning Zhong 0001 |
Using Multi-phase Cost-Sensitive Learning to Filtering Spam. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HIS (2) ![In: 9th International Conference on Hybrid Intelligent Systems (HIS 2009), August 12-14, 2009, Shenyang, China, pp. 39-44, 2009, IEEE Computer Society, 978-0-7695-3745-0. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
machine learning, cost sensitive learning, text processing, spam filtering |
31 | Pinar Donmez, Jaime G. Carbonell |
Proactive learning: cost-sensitive active learning with multiple imperfect oracles. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008, pp. 619-628, 2008, ACM, 978-1-59593-991-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
cost-sensitive active learning, multiple oracles, decision theory |
31 | Kevin Fan, Manjunath Kudlur, Hyunchul Park 0001, Scott A. Mahlke |
Cost Sensitive Modulo Scheduling in a Loop Accelerator Synthesis System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MICRO ![In: 38th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-38 2005), 12-16 November 2005, Barcelona, Spain, pp. 219-232, 2005, IEEE Computer Society, 0-7695-2440-0. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
30 | Weifeng Chen 0001, L. Clarke, James F. Kurose, Donald F. Towsley |
Optimizing cost-sensitive trust-negotiation protocols. ![Search on Bibsonomy](Pics/bibsonomy.png) |
INFOCOM ![In: INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 13-17 March 2005, Miami, FL, USA, pp. 1431-1442, 2005, IEEE, 0-7803-8968-9. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
30 | Xingquan Zhu 0001, Xindong Wu 0001 |
Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 1-4 November 2004, Brighton, UK, pp. 297-304, 2004, IEEE Computer Society, 0-7695-2142-8. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
30 | Luís Torgo, Stan Matwin, Gary Weiss 0001, Nuno Moniz, Paula Branco |
Cost-Sensitive Learning: Preface. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COST@SDM ![In: International Workshop on Cost-Sensitive Learning, COST@SDM 2018, San Diego, California, USA, May 5, 2018, pp. 1-3, 2018, PMLR. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP BibTeX RDF |
|
29 | Charles X. Ling, Victor S. Sheng, Qiang Yang 0001 |
Test Strategies for Cost-Sensitive Decision Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 18(8), pp. 1055-1067, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
classification, Induction, concept learning, mining methods and algorithms |
29 | Gökhan Tür |
Extending boosting for large scale spoken language understanding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 69(1), pp. 55-74, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Call classification, Boosting, Model adaptation, Semisupervised learning, Spoken dialog systems, Cost-sensitive classification |
29 | Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana |
SMILES: A Multi-purpose Learning System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
JELIA ![In: Logics in Artificial Intelligence, European Conference, JELIA 2002, Cosenza, Italy, September, 23-26, Proceedings, pp. 529-532, 2002, Springer, 3-540-44190-5. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
data mining, machine learning, comprehensibility, cost-sensitive learning, ensemble methods, Decision tree learning |
29 | Kai Ming Ting, Zijian Zheng |
Boosting Cost-Sensitive Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Discovery Science ![In: Discovery Science, First International Conference, DS '98, Fukuoka, Japan, December 14-16, 1998, Proceedings, pp. 244-255, 1998, Springer, 3-540-65390-2. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
29 | Robert C. Holte, Chris Drummond |
Cost-Sensitive Classifier Evaluation Using Cost Curves. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PAKDD ![In: Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, PAKDD 2008, Osaka, Japan, May 20-23, 2008 Proceedings, pp. 26-29, 2008, Springer, 978-3-540-68124-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
29 | Zou Peng, Yuanyuan Hao |
The method for solving two types of errors in customer segmentation on unbalanced data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICEC ![In: Proceedings of the 10th International Conference on Electronic Commerce 2008, Innsbruck, Austria, August 19-22, 2008, pp. 16:1-16:6, 2008, ACM, 978-1-60558-075-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
support vector machines, cost-sensitive learning, customer value, customer segmentation |
28 | Shiau-Huey Wang, Chinyang Henry Tseng, Karl N. Levitt, Matt Bishop |
Cost-Sensitive Intrusion Responses for Mobile Ad Hoc Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RAID ![In: Recent Advances in Intrusion Detection, 10th International Symposium, RAID 2007, Gold Goast, Australia, September 5-7, 2007, Proceedings, pp. 127-145, 2007, Springer, 978-3-540-74319-4. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Response Agent (RA), Topology Dependency Index (TDI), Attack Damage Index (ADI), adaptive isolation, attack damage, response cost, MANET |
28 | Wei Fan 0001, Wenke Lee, Salvatore J. Stolfo, Matthew Miller |
A Multiple Model Cost-Sensitive Approach for Intrusion Detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31 - June 2, 2000, Proceedings, pp. 142-153, 2000, Springer, 3-540-67602-3. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
28 | Qu-Tang Cai, Yangqiu Song, Chang-shui Zhang |
Cost-sensitive boosting algorithms as gradient descent. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICASSP ![In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, USA, pp. 2009-2012, 2008, IEEE, 1-4244-1484-9. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
28 | Edwin P. D. Pednault, Naoki Abe, Bianca Zadrozny |
Sequential cost-sensitive decision making with reinforcement learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KDD ![In: Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada, pp. 259-268, 2002, ACM, 1-58113-567-X. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
27 | Kristian Sandström, Christer Norström, Magnus Ahlmark |
Frame packing in real-time communication. ![Search on Bibsonomy](Pics/bibsonomy.png) |
RTCSA ![In: 7th International Workshop on Real-Time Computing and Applications Symposium (RTCSA 2000), 12-14 December 2000, Cheju Island, South Korea, pp. 399-403, 2000, IEEE Computer Society, 0-7695-0930-4. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
frame packing, common computational model, signal exchange, physical device, signal size, deadline requirement, broadcast bus, variable sized frames, resource perspective, periodic frames, network bandwidth requirement, simple heuristics, signal sets, CAN based system, Local Interconnect Network, cost sensitive embedded systems, car control systems, real-time systems, computational complexity, distributed processing, NP-hard, communication networks, bandwidth allocation, real time communication, microcontrollers, microcontrollers, controller area networks, distributed embedded systems, objective function, automobiles, automotive applications, production cost |
27 | Chris Strasburg, Natalia Stakhanova, Samik Basu 0001, Johnny S. Wong |
A Framework for Cost Sensitive Assessment of Intrusion Response Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
COMPSAC (1) ![In: Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, COMPSAC 2009, Seattle, Washington, USA, July 20-24, 2009. Volume 1, pp. 355-360, 2009, IEEE Computer Society, 978-0-7695-3726-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
27 | Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van Hulse, Amri Napolitano |
A Comparative Study of Data Sampling and Cost Sensitive Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM Workshops ![In: Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy, pp. 46-52, 2008, IEEE Computer Society, 978-0-7695-3503-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
27 | Marek Kretowski, Marek Grzes |
Evolutionary Induction of Cost-Sensitive Decision Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISMIS ![In: Foundations of Intelligent Systems, 16th International Symposium, ISMIS 2006, Bari, Italy, September 27-29, 2006, Proceedings, pp. 121-126, 2006, Springer, 3-540-45764-X. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Young-Woo Seo, Katia P. Sycara |
Cost-Sensitive Access Control for Illegitimate Confidential Access by Insiders. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISI ![In: Intelligence and Security Informatics, IEEE International Conference on Intelligence and Security Informatics, ISI 2006, San Diego, CA, USA, May 23-24, 2006, Proceedings, pp. 117-128, 2006, Springer, 3-540-34478-0. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Shichao Zhang 0001, Zhenxing Qin, Charles X. Ling, Shengli Sheng |
"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Knowl. Data Eng. ![In: IEEE Trans. Knowl. Data Eng. 17(12), pp. 1689-1693, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
machine learning, knowledge acquisition, Induction |
27 | Stijn Viaene, Dirk Van Gheel, Mercedes Ayuso, Montserrat Guillen |
Cost-Sensitive Design of Claim Fraud Screens. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: Advances in Data Mining, Applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications, 4th Industrial Conference on Data Mining, ICDM 2004, Leipzig, Germany, July 4-7, 2004, Revised Selected Papers, pp. 78-87, 2004, Springer, 3-540-24054-3. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
27 | Jaeheon Jeong, Michel Dubois 0001 |
Cost-Sensitive Cache Replacement Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HPCA ![In: Proceedings of the Ninth International Symposium on High-Performance Computer Architecture (HPCA'03), Anaheim, California, USA, February 8-12, 2003, pp. 327-337, 2003, IEEE Computer Society, 0-7695-1871-0. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
26 | Taghi M. Khoshgoftaar, Mohamed E. Abushadi |
Resource-Sensitive Intrusion Detection Models for Network Traffic. ![Search on Bibsonomy](Pics/bibsonomy.png) |
HASE ![In: 8th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2004), 25-26 March 2004, Tampa, FL, USA, pp. 249-258, 2004, IEEE Computer Society, 0-7695-2094-4. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
cost-sensitive resource-based intrusion detection, modified expected cost of misclassification, network security, decision trees |
26 | Glenn O. Ladd Jr. |
Practical issues in heterogeneous processing systems for military applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Heterogeneous Computing Workshop ![In: 6th Heterogeneous Computing Workshop, HCW 1997, Geneva, Switzerland, April 1, 1997, pp. 162-, 1997, IEEE Computer Society, 0-8186-7879-8. The full citation details ...](Pics/full.jpeg) |
1997 |
DBLP DOI BibTeX RDF |
heterogeneous parallel processing systems, embedded military applications, design factor, long term production, commercial hardware, commercial software, parallel processing, power, weight, size, systems evolution, hardware cost, future trends, cost sensitive |
25 | Yonghong Peng, Qian Huang, Ping Jiang 0001, Jianmin Jiang |
Cost-Sensitive Ensemble of Support Vector Machines for Effective Detection of Microcalcification in Breast Cancer Diagnosis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FSKD (2) ![In: Fuzzy Systems and Knowledge Discovery, Second International Conference, FSKD 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II, pp. 483-493, 2005, Springer, 3-540-28331-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
25 | Bianca Zadrozny, John Langford 0001, Naoki Abe |
Cost-Sensitive Learning by Cost-Proportionate Example Weighting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 19-22 December 2003, Melbourne, Florida, USA, pp. 435-, 2003, IEEE Computer Society, 0-7695-1978-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
25 | John P. Kaufhold, Justin Abbott, Robert Kaucic |
Distributed Cost Boosting and Bounds on Mis-classification Cost. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CVPR (1) ![In: 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 17-22 June 2006, New York, NY, USA, pp. 146-153, 2006, IEEE Computer Society, 0-7695-2597-0. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
25 | Shengli Sheng, Charles X. Ling, Qiang Yang 0001 |
Simple Test Strategies for Cost-Sensitive Decision Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings, pp. 365-376, 2005, Springer, 3-540-29243-8. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
25 | Claudio Marrocco, Francesco Tortorella |
A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SSPR/SPR ![In: Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 Proceedings, pp. 753-761, 2004, Springer, 3-540-22570-6. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
25 | Ning Guo, Yanhua Yu, Meina Song, Junde Song, Yu Fu |
Soft-CsGDT: soft cost-sensitive Gaussian decision tree for cost-sensitive classification of data streams. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BigMine ![In: Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2013, Chicago, IL, USA, August 11, 2013, pp. 7-14, 2013, ACM, 978-1-4503-2324-6. The full citation details ...](Pics/full.jpeg) |
2013 |
DBLP DOI BibTeX RDF |
|
25 | Zhi-Min He |
Cost-sensitive steganalysis with stochastic sensitvity and cost sensitive training error. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICMLC ![In: International Conference on Machine Learning and Cybernetics, ICMLC 2012, Xian, Shaanxi, China, July 15-17, 2012, Proceedings, pp. 349-354, 2012, IEEE, 978-1-4673-1484-8. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
24 | Junfeng Ge, Yupin Luo |
Asymmetric Learning for Pedestrian Detection Based on Joint Local Orientation Histograms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISNN (1) ![In: Advances in Neural Networks - ISNN 2009, 6th International Symposium on Neural Networks, ISNN 2009, Wuhan, China, May 26-29, 2009, Proceedings, Part I, pp. 784-793, 2009, Springer, 978-3-642-01506-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
Joint local orientation histograms, Cost-sensitive learning, Pedestrian detection |
24 | Haitao He, Chunhui Che, FeiTeng Ma, Xiaonan Luo, Jianmin Wang 0013 |
Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICIC (2) ![In: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, Proceedings, pp. 449-458, 2008, Springer, 978-3-540-85983-3. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
network traffic classification, byte accuracy, ensemble learning, cost-sensitive learning |
24 | Raimund Moser, Witold Pedrycz, Giancarlo Succi |
A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICSE ![In: 30th International Conference on Software Engineering (ICSE 2008), Leipzig, Germany, May 10-18, 2008, pp. 181-190, 2008, ACM, 978-1-60558-079-1. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
software metrics, defect prediction, cost-sensitive classification |
24 | Gary M. Weiss, Maytal Saar-Tsechansky, Bianca Zadrozny |
Report on UBDM-05: Workshop on Utility-Based Data Mining. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGKDD Explor. ![In: SIGKDD Explor. 7(2), pp. 145-147, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
active learning, cost-sensitive learning, utility-based data mining |
24 | Maytal Saar-Tsechansky, Foster J. Provost |
Active Sampling for Class Probability Estimation and Ranking. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 54(2), pp. 153-178, 2004. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
class probability estimation, uncertainty sampling, decision trees, ranking, active learning, supervised learning, cost-sensitive learning, selective sampling |
24 | Yang Zhang 0007, Hongyu Li, Mahesan Niranjan, Peter I. Rockett |
Applying Cost-Sensitive Multiobjective Genetic Programming to Feature Extraction for Spam E-mail Filtering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroGP ![In: Genetic Programming, 11th European Conference, EuroGP 2008, Naples, Italy, March 26-28, 2008. Proceedings, pp. 325-336, 2008, Springer, 978-3-540-78670-2. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
22 | Manuel Mejía-Lavalle |
Applying Cost Sensitive Feature Selection in an Electric Database. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISMIS ![In: Foundations of Intelligent Systems, 17th International Symposium, ISMIS 2008, Toronto, Canada, May 20-23, 2008, Proceedings, pp. 644-649, 2008, Springer, 978-3-540-68122-9. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
22 | Jun Luo, Li Ding 0003, Zhisong Pan, Guiqiang Ni, Guyu Hu |
Research on Cost-Sensitive Learning in One-Class Anomaly Detection Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ATC ![In: Autonomic and Trusted Computing, 4th International Conference, ATC 2007, Hong Kong, China, July 11-13, 2007, Proceedings, pp. 259-268, 2007, Springer, 978-3-540-73546-5. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
22 | Chris Drummond |
Discriminative vs. Generative Classifiers for Cost Sensitive Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Canadian AI ![In: Advances in Artificial Intelligence, 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2006, Québec City, Québec, Canada, June 7-9, 2006, Proceedings, pp. 479-490, 2006, Springer, 3-540-34628-7. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
22 | Jun Xu 0001, Yunbo Cao, Hang Li 0001, Yalou Huang |
Cost-Sensitive Learning of SVM for Ranking. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2006, 17th European Conference on Machine Learning, Berlin, Germany, September 18-22, 2006, Proceedings, pp. 833-840, 2006, Springer, 3-540-45375-X. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
22 | Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner |
Tuning Cost-Sensitive Boosting and Its Application to Melanoma Diagnosis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Multiple Classifier Systems ![In: Multiple Classifier Systems, Second International Workshop, MCS 2001 Cambridge, UK, July 2-4, 2001, Proceedings, pp. 32-42, 2001, Springer, 3-540-42284-6. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
22 | Mumin Cebe, Cigdem Gunduz Demir |
Test-Cost Sensitive Classification Based on Conditioned Loss Functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings, pp. 551-558, 2007, Springer, 978-3-540-74957-8. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
22 | Alina Beygelzimer, Varsha Dani, Thomas P. Hayes, John Langford 0001, Bianca Zadrozny |
Error limiting reductions between classification tasks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005, pp. 49-56, 2005, ACM, 1-59593-180-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
22 | Kai Ming Ting |
An Empirical Study of MetaCost Using Boosting Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31 - June 2, 2000, Proceedings, pp. 413-425, 2000, Springer, 3-540-67602-3. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
20 | Natalia Stakhanova, Samik Basu 0001, Johnny Wong |
A Cost-Sensitive Model for Preemptive Intrusion Response Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AINA ![In: 21st International Conference on Advanced Information Networking and Applications (AINA 2007), May 21-23, 2007, Niagara Falls, Canada, pp. 428-435, 2007, IEEE Computer Society. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
20 | Ryotaro Kamimura, Osamu Uchida |
Cost-Sensitive Greedy Network-Growing Algorithm with Gaussian Activation Functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICONIP ![In: Neural Information Processing, 11th International Conference, ICONIP 2004, Calcutta, India, November 22-25, 2004, Proceedings, pp. 653-658, 2004, Springer, 3-540-23931-6. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
20 | Francesco Tortorella |
An empirical comparison of in-learning and post-learning optimization schemes for tuning the support vector machines in cost-sensitive applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICIAP ![In: 12th International Conference on Image Analysis and Processing (ICIAP 2003), 17-19 September 2003, Mantova, Italy, pp. 560-565, 2003, IEEE Computer Society, 0-7695-1948-2. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
20 | Wojciech Kwedlo, Marek Kretowski |
An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: EMCL 2001, 12th European Conference on Machine Learning, Freiburg, Germany, September 5-7, 2001, Proceedings, pp. 288-299, 2001, Springer, 3-540-42536-5. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
20 | Barry Y. Chen, Tracy D. Lemmond, William G. Hanley |
Building ultra-low false alarm rate Support Vector Classifier ensembles using Random Subspaces. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIDM ![In: Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009, part of the IEEE Symposium Series on Computational Intelligence 2009, Nashville, TN, USA, March 30, 2009 - April 2, 2009, pp. 1-8, 2009, IEEE, 978-1-4244-2765-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
20 | Alan S. Abrahams, Adrian Becker, Daniel Fleder, Ian C. MacMillan |
Handling Generalized Cost Functions in the Partitioning Optimization Problem through Sequential Binary Programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDM ![In: Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, pp. 3-9, 2005, IEEE Computer Society, 0-7695-2278-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
20 | Xuefang Sun, Yuyang Wang, Yangjie Yu, Jiahui Li, Dehuan Yan |
Optimal Delivery Time Guarantee Decision with Sale Price and Indemnity Cost-sensitive Delivery Time under Delivery Time-sensitive Demand. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IMMS ![In: Proceedings of the 2023 6th International Conference on Information Management and Management Science, IMMS 2023, Chengdu, China, August 25-27, 2023, pp. 221-225, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
20 | Weiming Hu, Xinmiao Ding, Bing Li 0001, Jianchao Wang, Yan Gao, Fangshi Wang, Stephen J. Maybank |
Multi-Perspective Cost-Sensitive Context-Aware Multi-Instance Sparse Coding and Its Application to Sensitive Video Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Multim. ![In: IEEE Trans. Multim. 18(1), pp. 76-89, 2016. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
19 | Ali Anaissi, Paul J. Kennedy, Madhu Goyal |
Feature Selection of Imbalanced Gene Expression Microarray Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SNPD ![In: 12th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel & Distributed Computing, SNPD 2011, Sydney, Australia, July 6-8, 2011, pp. 73-78, 2011, IEEE Computer Society, 978-1-4577-0896-1. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
feature selection, cost sensitive learning, random forest, imbalanced data |
19 | Sarunas Raudys, Aistis Raudys |
Pairwise Costs in Multiclass Perceptrons. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 32(7), pp. 1324-1328, 2010. The full citation details ...](Pics/full.jpeg) |
2010 |
DBLP DOI BibTeX RDF |
pairwise classification, Cost-sensitive learning, perceptron, loss function |
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