Detecting Phishing E-mails by Heterogeneous Classification (English)
- New search for: del Castillo, M. Dolores
- New search for: Iglesias, Angel
- New search for: Serrano, J. Ignacio
- New search for: Yin, Hujun
- Further information on Yin, Hujun:
- https://orcid.org/https://orcid.org/0000-0002-9198-5401
- New search for: Tino, Peter
- New search for: Corchado, Emilio
- New search for: Byrne, Will
- New search for: Yao, Xin
- New search for: del Castillo, M. Dolores
- New search for: Iglesias, Angel
- New search for: Serrano, J. Ignacio
In:
Intelligent Data Engineering and Automated Learning - IDEAL 2007
: 8th International Conference, Birmingham, UK, December 16-19, 2007. Proceedings
;
Chapter: 31
;
296-305
;
2007
- Article/Chapter (Book) / Electronic Resource
-
Title:Detecting Phishing E-mails by Heterogeneous Classification
-
Contributors:Yin, Hujun ( editor ) / Tino, Peter ( editor ) / Corchado, Emilio ( editor ) / Byrne, Will ( editor ) / Yao, Xin ( editor ) / del Castillo, M. Dolores ( author ) / Iglesias, Angel ( author ) / Serrano, J. Ignacio ( author )
-
Conference:International Conference on Intelligent Data Engineering and Automated Learning ; 2007 ; Birmingham, United Kingdom
-
Published in:Intelligent Data Engineering and Automated Learning - IDEAL 2007 : 8th International Conference, Birmingham, UK, December 16-19, 2007. Proceedings ; Chapter: 31 ; 296-305Lecture Notes in Computer Science ; 4881 ; 296-305
-
Publisher:
- New search for: Springer Berlin Heidelberg
-
Place of publication:Berlin, Heidelberg
-
Publication date:2007-01-01
-
Size:10 pages
-
ISBN:
-
ISSN:
-
DOI:
-
Type of media:Article/Chapter (Book)
-
Type of material:Electronic Resource
-
Language:English
-
Keywords:
-
Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
-
Support Function MachinesLiang, Jiuzhen et al. | 2007
- 2
-
Different Bayesian Network Models in the Classification of Remote Sensing ImagesSolares, Cristina / Sanz, Ana Maria et al. | 2007
- 3
-
Group Decision Making with Triangular Fuzzy Linguistic VariablesXu, Zeshui et al. | 2007
- 4
-
Sparse Kernel Modelling: A Unified ApproachChen, S. / Hong, X. / Harris, C. J. et al. | 2007
- 37
-
Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating MachineryMokhov, Ilya / Minin, Alexey et al. | 2007
- 6
-
Out of Bootstrap Estimation of Generalization Error Curves in Bagging EnsemblesHernández-Lobato, Daniel / Martínez-Muñoz, Gonzalo / Suárez, Alberto et al. | 2007
- 7
-
An Edit Distance Approach to Shallow Semantic LabelingChan, Samuel W. K. et al. | 2007
- 8
-
A Comparison of One-Class Classifiers for Novelty Detection in Forensic Case DataRatle, Frédéric / Kanevski, Mikhail / Terrettaz-Zufferey, Anne-Laure / Esseiva, Pierre / Ribaux, Olivier et al. | 2007
- 9
-
Variational GTMOlier, Iván / Vellido, Alfredo et al. | 2007
- 87
-
Skill Combination for Reinforcement LearningLuo, Zhihui / Bell, David / McCollum, Barry et al. | 2007
- 11
-
A New Recurring Multistage Evolutionary Algorithm for Solving Problems EfficientlyIslam, Md. Monirul / Alam, Mohammad Shafiul / Murase, Kazuyuki et al. | 2007
- 12
-
The Effect of Missing Wind Speed Data on Wind Power EstimationHocaog̃lu, Fatih Onur / Kurban, Mehmet et al. | 2007
- 13
-
Exploration of a Text Collection and Identification of Topics by ClusteringNaud, Antoine / Usui, Shiro et al. | 2007
- 14
-
Asynchronous BCI Control of a Robot Simulator with Supervised Online TrainingTsui, Chun Sing Louis / Gan, John Q. et al. | 2007
- 15
-
Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic ModelsDonoso, S. / Marín, N. / Vila, M. A. et al. | 2007
- 16
-
A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference FormatsXu, Zeshui / Chen, Jian et al. | 2007
- 17
-
Energy Saving by Means of Fuzzy SystemsVillar, José R. / de la Cal, Enrique / Sedano, Javier et al. | 2007
- 18
-
A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural NetworksGago-Pallares, Yuridia / Fontenla-Romero, Oscar / Alonso-Betanzos, Amparo et al. | 2007
- 19
-
Filter Methods for Feature Selection – A Comparative StudySánchez-Maroño, Noelia / Alonso-Betanzos, Amparo / Tombilla-Sanromán, María et al. | 2007
- 20
-
FPGA-Based Architecture for Computing TestorsRojas, Alejandro / Cumplido, René / Carrasco-Ochoa, J. Ariel / Feregrino, Claudia / Martínez-Trinidad, J. Francisco et al. | 2007
- 21
-
Minimal BSDT Abstract Selectional Machines and Their Selectional and Computational PerformanceGopych, Petro et al. | 2007
- 22
-
Active Learning for Regression Based on Query by CommitteeBurbidge, Robert / Rowland, Jem J. / King, Ross D. et al. | 2007
- 23
-
Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification SystemSerrano, Ángel / Martín de Diego, Isaac / Conde, Cristina / Cabello, Enrique / Shen, Linlin / Bai, Li et al. | 2007
- 229
-
Wrapping the Naive Bayes Classifier to Relax the Effect of DependencesCortizo, Jose Carlos / Giraldez, Ignacio / Gaya, Mari Cruz et al. | 2007
- 25
-
Preference Learning from Interval Pairwise Data. A Distance-Based ApproachDopazo, Esther / Ruiz-Tagle, Mauricio / Robles, Juan et al. | 2007
- 26
-
Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face IdentityGopych, Petro / Kolot, Anna et al. | 2007
- 27
-
Load Forecasting with Support Vector Machines and Semi-parametric MethodJordaan, J. A. / Ukil, A. et al. | 2007
- 28
-
Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression SidelobesJordaan, J. A. / van Wyk, M. A. / van Wyk, B. J. et al. | 2007
- 29
-
Support Kernel Machine-Based Active Learning to Find Labels and a Proper Kernel SimultaneouslySinohara, Yasusi / Takasu, Atsuhiro et al. | 2007
- 287
-
Making Class Bias Useful: A Strategy of Learning from Imbalanced DataGu, Jie / Zhou, Yuanbing / Zuo, Xianqiang et al. | 2007
- 31
-
Detecting Phishing E-mails by Heterogeneous Classificationdel Castillo, M. Dolores / Iglesias, Angel / Serrano, J. Ignacio et al. | 2007
- 32
-
Load Balancing in Fault Tolerant Video ServerSujatha, D. N. / Girish, K. / Rashmi, B. / Venugopal, K. R. / Patnaik, L. M. et al. | 2007
- 33
-
Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured DataShin, Kilho et al. | 2007
- 34
-
A New Regression Based Software Cost Estimation Model Using Power ValuesAdalier, Oktay / Uğur, Aybars / Korukoğlu, Serdar / Ertaş, Kadir et al. | 2007
- 35
-
Visualising and Clustering Video DataFyfe, Colin / Ooi, Wei Chuang / Ko, Hanseok et al. | 2007
- 36
-
Neural Network-Based Receiver for Uplink Multiuser Code Division Multiple Access Communication SystemZheng, Zi-Wei et al. | 2007
- 37
-
Evolving Tree Algorithm ModificationsCannella, Vincenzo / Rizzo, Riccardo / Pirrone, Roberto et al. | 2007
- 38
-
A Linear Learning Method for Multilayer Perceptrons Using Least-SquaresGuijarro-Berdiñas, Bertha / Fontenla-Romero, Oscar / Pérez-Sánchez, Beatriz / Fraguela, Paula et al. | 2007
- 39
-
A Discriminative Model Corresponding to Hierarchical HMMsSugiura, Takaaki / Goto, Naoto / Hayashi, Akira et al. | 2007
- 40
-
Finding Unsatisfiable Subformulas with Stochastic MethodZhang, Jianmin / Shen, Shengyu / Li, Sikun et al. | 2007
- 41
-
A New Efficient Approach in Clustering EnsemblesAzimi, Javad / Abdoos, Monireh / Analoui, Morteza et al. | 2007
- 42
-
An Evolutionary Hyperheuristic to Solve Strip-Packing ProblemsGarrido, Pablo / Riff, María-Cristina et al. | 2007
- 416
-
Statistical Analysis of Sample-Size Effects in ICAHerrmann, J. Michael / Theis, Fabian J. et al. | 2007
- 44
-
HPGP: An Abstraction-Based Framework for Decision-Theoretic PlanningFriske, Letícia / Ribeiro, Carlos Henrique Costa et al. | 2007
- 45
-
Correction of Medical Handwriting OCR Based on Semantic SimilarityBroda, Bartosz / Piasecki, Maciej et al. | 2007
- 46
-
Multiple Classifier Fusion Using k-Nearest Localized TemplatesMin, Jun-Ki / Cho, Sung-Bae et al. | 2007
- 47
-
Color Image Segmentation Applied to Medical DomainStanescu, Liana / Burdescu, Dan Dumitru / Stoica, Cosmin et al. | 2007
- 48
-
Hierarchical Program Representation for Program Element MatchingBerzal, Fernando / Cubero, Juan-Carlos / Jiménez, Aída et al. | 2007
- 49
-
A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector MachinesKenesei, Tamas / Roubos, Johannes A. / Abonyi, Janos et al. | 2007
- 50
-
An Effective Content-Based Image Retrieval System by Hierachical SegmentationZhang, Mingxin / Lu, Zhaogan / Shen, Junyi et al. | 2007
- 51
-
Knowledge Extraction from Unstructured Surface MeshesGraening, Lars / Olhofer, Markus / Sendhoff, Bernhard et al. | 2007
- 52
-
Clustering with Reinforcement LearningBarbakh, Wesam / Fyfe, Colin et al. | 2007
- 53
-
Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data SetsFakhrahmad, S. M. / Jahromi, M. Zolghadri / Sadreddini, M. H. et al. | 2007
- 54
-
A Sparse Bayesian Position Weighted Bio-Kernel NetworkTrudgian, David C. / Yang, Zheng Rong et al. | 2007
- 55
-
Square Penalty Support Vector RegressionBarbero, Álvaro / López, Jorge / Dorronsoro, José R. et al. | 2007
- 56
-
Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-WeightingFakhrahmad, S. M. / Zare, A. / Jahromi, M. Zolghadri et al. | 2007
- 57
-
Visualization of Topology Representing NetworksVathy-Fogarassy, Agnes / Werner-Stark, Agnes / Gal, Balazs / Abonyi, Janos et al. | 2007
- 58
-
The Outer Impartation Information Content of Rules and Rule SetsHu, Dan / Feng, Yuanfu et al. | 2007
- 578
-
An Engineering Approach to Data Mining ProjectsMarbán, Óscar / Mariscal, Gonzalo / Menasalvas, Ernestina / Segovia, Javier et al. | 2007
- 60
-
Classifying Polyphonic Melodies by Chord Estimation Based on Hidden Markov ModelYoshihara, Yukiteru / Miura, Takao / Shioya, Isamu et al. | 2007
- 61
-
Elastic Non-contiguous Sequence Pattern Detection for Data Stream MonitoringZuo, Xinqiang / Zhou, Yuanbing / Zhao, Chunhui et al. | 2007
- 62
-
Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign ApplicationBella, Antonio / Ferri, Cèsar / Hernández-Orallo, José / Ramírez-Quintana, María José et al. | 2007
- 63
-
Segmentation and Annotation of Audiovisual Recordings Based on Automated Speech RecognitionRepp, Stephan / Waitelonis, Jörg / Sack, Harald / Meinel, Christoph et al. | 2007
- 64
-
Mining Disjunctive Sequential Patterns from News StreamShimizu, Kazuhiro / Shioya, Isamu / Miura, Takao et al. | 2007
- 65
-
A New Dissimilarity Measure Between Trees by Decomposition of Unit-Cost Edit DistanceKoga, Hisashi / Saito, Hiroaki / Watanabe, Toshinori / Yokoyama, Takanori et al. | 2007
- 66
-
Optimizing Web Structures Using Web Mining TechniquesJeffrey, Jonathan / Karski, Peter / Lohrmann, Björn / Kianmehr, Keivan / Alhajj, Reda et al. | 2007
- 67
-
A Collaborative Recommender System Based on Asymmetric User SimilarityMillan, Marta / Trujillo, Maria / Ortiz, Edward et al. | 2007
- 68
-
Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial ApplicationsSmith, J. E. / Tahir, M. A. et al. | 2007
- 69
-
Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological DataBarua, Sajib / Alhajj, Reda et al. | 2007
- 70
-
A Tool for Web Usage MiningDomenech, Jose M. / Lorenzo, Javier et al. | 2007
- 705
-
An Algorithm to Mine General Association Rules from Tabular DataAyubi, Siyamand / Muyeba, Maybin / Keane, John et al. | 2007
- 72
-
Intrusion Detection at Packet Level by Unsupervised ArchitecturesHerrero, Álvaro / Corchado, Emilio / Gastaldo, Paolo / Leoncini, Davide / Picasso, Francesco / Zunino, Rodolfo et al. | 2007
- 73
-
Quality of Adaptation of Fusion ViSOMBaruque, Bruno / Corchado, Emilio / Yin, Hujun et al. | 2007
- 74
-
Classification Based on the Trace of Variables over TimeHöppner, Frank / Topp, Alexander et al. | 2007
- 75
-
Extracting Meaningful Contexts from Mobile Life LogLee, Youngseol / Cho, Sung-Bae et al. | 2007
- 76
-
Topological Tree Clustering of Social Network Search ResultsFreeman, Richard T. et al. | 2007
- 770
-
A Framework to Analyze Biclustering Results on Microarray ExperimentsSantamaría, Rodrigo / Therón, Roberto / Quintales, Luis et al. | 2007
- 780
-
Methods to Bicluster Validation and Comparison in Microarray DataSantamaría, Rodrigo / Quintales, Luis / Therón, Roberto et al. | 2007
- 79
-
Capturing Heuristics and Intelligent Methods for Improving Micro-array Data ClassificationBosin, Andrea / Dessì, Nicoletta / Pes, Barbara et al. | 2007
- 80
-
Classification of Microarrays with kNN: Comparison of Dimensionality Reduction MethodsDeegalla, Sampath / Boström, Henrik et al. | 2007
- 81
-
Protein Data Condensation for Effective Quaternary Structure ClassificationAngiulli, Fabrizio / Fionda, Valeria / Rombo, Simona E. et al. | 2007
- 82
-
PINCoC: A Co-clustering Based Approach to Analyze Protein-Protein Interaction NetworksPizzuti, Clara / Rombo, Simona E. et al. | 2007
- 83
-
Discovering α–Patterns from Gene Expression DataRodríguez-Baena, Domingo S. / Diaz-Diaz, Norberto / Aguilar-Ruiz, Jesús S. / Nepomuceno-Chamorro, Isabel et al. | 2007
- 84
-
Biclusters Evaluation Based on Shifting and Scaling PatternsNepomuceno, Juan A. / Troncoso Lora, Alicia / Aguilar–Ruiz, Jesús S. / García–Gutiérrez, Jorge et al. | 2007
- 850
-
A Deterministic Model to Infer Gene Networks from Microarray DataNepomuceno-Chamorro, Isabel / Aguilar–Ruiz, Jesús S. / Díaz–Díaz, Norberto / Rodríguez–Baena, Domingo S. / García, Jorge et al. | 2007
- 86
-
Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer DetectionHe, Shan / Li, Xiaoli et al. | 2007
- 87
-
Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal Locations in SequencesRasheed, Faraz / Alshalalfa, Mohammed / Alhajj, Reda et al. | 2007
- 88
-
Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance LearningBiehl, Michael / Breitling, Rainer / Li, Yang et al. | 2007
- 89
-
Discriminating Microbial Species Using Protein Sequence Properties and Machine LearningAl-Shahib, Ali / Gilbert, David / Breitling, Rainer et al. | 2007
- 90
-
Automatic Prognostic Determination and Evolution of Cognitive Decline Using Artificial Neural NetworksGarcía Báez, Patricio / Suárez Araujo, Carmen Paz / Fernández Viadero, Carlos / Regidor García, José et al. | 2007
- 91
-
SCSTallocator: Sized and Call-Site Tracing-Based Shared Memory Allocator for False Sharing Reduction in Page-Based DSM SystemsLee, Jongwoo / Park, Youngho / Yoon, Yongik et al. | 2007
- 92
-
A Hybrid Social Model for Simulating the Effects of Policies on Residential Power ConsumptionXu, Minjie / Hu, Zhaoguang / Jiao, Xiaoyou / Wu, Junyong et al. | 2007
- 930
-
On Intelligent Interface Agents for Human Based ComputationAznar, F. / Sempere, M. / Pujol, M. / Rizo, R. et al. | 2007
- 94
-
Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social SystemsChen, Hung-Ching / Goldberg, Mark / Magdon-Ismail, Malik / Wallace, William A. et al. | 2007
- 95
-
Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner’s DilemmaChiong, Raymond / Dhakal, Sandeep / Jankovic, Lubo et al. | 2007
- 96
-
Interface Agents’ Design for a DRT Transportation System Using PASSICubillos, Claudio / Gaete, Sandra et al. | 2007
- 97
-
A Multi-agent System Approach to Power System Topology VerificationWilkosz, Kazimierz et al. | 2007
- 980
-
A System for Efficient Portfolio ManagementLópez, Vivian F. / Alonso, Luis / Moreno, María N. / Segrera, Saddys / Belloso, Alfredo et al. | 2007
- 99
-
Partitioning-Clustering Techniques Applied to the Electricity Price Time SeriesMartínez-Álvarez, F. / Troncoso, A. / Riquelme, J. C. / Riquelme, J. M. et al. | 2007
- 1000
-
Time-Series Prediction Using Self-Organising Mixture Autoregressive NetworkNi, He / Yin, Hujun et al. | 2007
- 1010
-
Adjusting the Generalized Pareto Distribution with Evolution Strategies – An application to a Spanish Motor Liability Insurance DatabasePérez-Fructuoso, María J. / García, Almudena / Berlanga, Antonio / Molina, José M. et al. | 2007
- 102
-
Independent Factor Reinforcement Learning for Portfolio ManagementLi, Jian / Zhang, Kun / Chan, Laiwan et al. | 2007
- 103
-
Discrete Time Portfolio Selection with Lévy ProcessesBertini, Cesarino / Lozza, Sergio Ortobelli / Staino, Alessandro et al. | 2007
- 104
-
Analyzing the Influence of Overconfident Investors on Financial Markets Through Agent-Based ModelTakahashi, Hiroshi / Terano, Takao et al. | 2007
- 105
-
Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based ApproachChen, Shu-Heng / Chie, Bin-Tzong et al. | 2007
- 106
-
An Agent-Based Model of Interactions in the Payment Card MarketAlexandrova-Kabadjova, Biliana / Krause, Andreas / Tsang, Edward et al. | 2007
- 107
-
The Possibility of an Epidemic Meme Analogy for Web Community Population AnalysisKubo, Masao / Naruse, Keitaro / Sato, Hiroshi / Matubara, Takashi et al. | 2007
- 108
-
The Econometric Analysis of Agent-Based Models in Finance: An ApplicationLi, Youwei / Donkers, Bas / Melenberg, Bertrand et al. | 2007
- 109
-
Short Run Dynamics in an Artificial Futures Market with Human SubjectsYamada, Takashi / Koyama, Yusuke / Terano, Takao et al. | 2007
- 110
-
Video-Based Conjoint Analysis and Agent Based Simulation for Estimating Customer’s BehaviorSato, Hiroshi / Kubo, Masao / Namatame, Akira et al. | 2007
- 111
-
Effect of the Number of Users and Bias of Users’ Preference on Recommender SystemsYamashita, Akihiro / Kawamura, Hidenori / Iizuka, Hiroyuki / Ohuchi, Azuma et al. | 2007
- 112
-
Exploring Quantitative Evaluation Criteria for Service and Potentials of New Service in Transportation: Analyzing Transport Networks of Railway, Subway, and WaterbusTakadama, Keiki / Majima, Takahiro / Watanabe, Daisuke / Katsuhara, Mitsujiro et al. | 2007
- 113
-
Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural NetworksGutiérrez, Pedro Antonio / Hervás, César / Lozano, Manuel et al. | 2007
- 114
-
Using a Genetic Algorithm for Editing k-Nearest Neighbor ClassifiersGil-Pita, R. / Yao, X. et al. | 2007
- 115
-
An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar TargetsCarro-Calvo, Leopoldo / Salcedo-Sanz, Sancho / Gil-Pita, Roberto / Portilla-Figueras, Antonio / Rosa-Zurera, Manuel et al. | 2007
- 116
-
Hybrid Cross-Entropy Method/Hopfield Neural Network for Combinatorial Optimization ProblemsOrtiz-García, Emilio G. / Pérez-Bellido, Ángel M. et al. | 2007