A training algorithm for optimal margin classifiers
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Training linear SVMs in linear time
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
Proceedings of the 24th international conference on Machine learning
A dual coordinate descent method for large-scale linear SVM
Proceedings of the 25th international conference on Machine learning
Trust Region Newton Method for Logistic Regression
The Journal of Machine Learning Research
A sequential dual method for large scale multi-class linear svms
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
Large scale multi-label classification via metalabeler
Proceedings of the 18th international conference on World wide web
Multilingual semantic role labeling
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task
Multilingual semantic parsing with a pipeline of linear classifiers
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task
Semi-supervised semantic role labeling
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Feature Selection in Marketing Applications
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
The role of implicit argumentation in nominal SRL
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Identifying segment topics in medical dictations
SRSL '09 Proceedings of the 2nd Workshop on Semantic Representation of Spoken Language
Evidence of quality of textual features on the web 2.0
Proceedings of the 18th ACM conference on Information and knowledge management
The WEKA data mining software: an update
ACM SIGKDD Explorations Newsletter
Efficient Object Pixel-Level Categorization Using Bag of Features
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Predictive text entry using syntax and semantics
IWPT '09 Proceedings of the 11th International Conference on Parsing Technologies
Graph alignment for semi-supervised semantic role labeling
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
A rich feature vector for protein-protein interaction extraction from multiple corpora
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Statistical bistratal dependency parsing
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Predicting subjectivity in multimodal conversations
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Automatic content-based categorization of Wikipedia articles
People's Web '09 Proceedings of the 2009 Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources
A novel dual neuro-fuzzy system approach for large-scale knowledge consolidation
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
A POMDP approach to P300-based brain-computer interfaces
Proceedings of the 15th international conference on Intelligent user interfaces
Personalized reading support for second-language web documents by collective intelligence
Proceedings of the 15th international conference on Intelligent user interfaces
Hybrid MPI/OpenMP Parallel Linear Support Vector Machine Training
The Journal of Machine Learning Research
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization
The Journal of Machine Learning Research
Bundle Methods for Regularized Risk Minimization
The Journal of Machine Learning Research
A scalable machine-learning approach for semi-structured named entity recognition
Proceedings of the 19th international conference on World wide web
Cross-domain sentiment classification via spectral feature alignment
Proceedings of the 19th international conference on World wide web
A large-scale active learning system for topical categorization on the web
Proceedings of the 19th international conference on World wide web
Cat face detection with two heterogeneous features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
CIMDS: adapting postprocessing techniques of associative classification for malware detection
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
An effective method of pruning support vector machine classifiers
IEEE Transactions on Neural Networks
Self-taught hashing for fast similarity search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Beyond heuristics: learning to classify vulnerabilities and predict exploits
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Large linear classification when data cannot fit in memory
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting labels for dyadic data
Data Mining and Knowledge Discovery
Extracting Protein Interactions from Text with the Unified AkaneRE Event Extraction System
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Classifier design for static security assessment using particle swarm optimization
Applied Soft Computing
Language identification of names with SVMs
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Interpretation and transformation for abstracting conversations
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Creating robust supervised classifiers via web-scale N-gram data
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
A study of information retrieval weighting schemes for sentiment analysis
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Beyond NomBank: a study of implicit arguments for nominal predicates
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
It makes sense: a wide-coverage word sense disambiguation system for free text
ACLDemos '10 Proceedings of the ACL 2010 System Demonstrations
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM
The Journal of Machine Learning Research
Fast and Scalable Local Kernel Machines
The Journal of Machine Learning Research
Contextual advertising for web article printing
Proceedings of the 10th ACM symposium on Document engineering
Cosaliency: where people look when comparing images
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
The DCU dependency-based metric in WMT-MetricsMATR 2010
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Transliteration generation and mining with limited training resources
NEWS '10 Proceedings of the 2010 Named Entities Workshop
Classifying Wikipedia articles into NE's using SVM's with threshold adjustment
NEWS '10 Proceedings of the 2010 Named Entities Workshop
Domain adaptation with unlabeled data for dialog act tagging
DANLP 2010 Proceedings of the 2010 Workshop on Domain Adaptation for Natural Language Processing
Uncertainty detection as approximate max-margin sequence labelling
CoNLL '10: Shared Task Proceedings of the Fourteenth Conference on Computational Natural Language Learning --- Shared Task
Syntactic and semantic structure for opinion expression detection
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
Improved natural language learning via variance-regularization support vector machines
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
Predicting the semantic compositionality of prefix verbs
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Fast and accurate arc filtering for dependency parsing
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Reranking models in fine-grained opinion analysis
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Automatic discovery of feature sets for dependency parsing
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Vlfeat: an open and portable library of computer vision algorithms
Proceedings of the international conference on Multimedia
Interest point and segmentation-based photo annotation
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Object classification using heterogeneous co-occurrence features
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Object of interest detection by saliency learning
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Efficiently scaling up video annotation with crowdsourced marketplaces
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
What does classifying more than 10,000 image categories tell us?
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Object classification using heterogeneous co-occurrence features
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Detection of tumor tissue based on the multispectral imaging
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
Cujo: efficient detection and prevention of drive-by-download attacks
Proceedings of the 26th Annual Computer Security Applications Conference
Random Fourier approximations for skewed multiplicative histogram kernels
Proceedings of the 32nd DAGM conference on Pattern recognition
Making action recognition robust to occlusions and viewpoint changes
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Pattern recognition methods: a novel analysis for the pupillographic sleepiness test
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
First and Second Order SMO Algorithms for LS-SVM Classifiers
Neural Processing Letters
Bilinear formulated multiple kernel learning for multi-class classification problem
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Color constancy algorithms for object and face recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
A high-performance syntactic and semantic dependency parser
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Demonstrations
Benchmarking of statistical dependency parsers for French
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Random projections for SVM ensembles
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Tree Decomposition for Large-Scale SVM Problems
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Learning to detect malicious URLs
ACM Transactions on Intelligent Systems and Technology (TIST)
A multi-resolution approach to learning with overlapping communities
Proceedings of the First Workshop on Social Media Analytics
A hybrid supervised-unsupervised vocabulary generation algorithm for visual concept recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Time-weighted web authoritative ranking
Information Retrieval
Entropy based feature selection for text categorization
Proceedings of the 2011 ACM Symposium on Applied Computing
Text representation using dependency tree subgraphs for sentiment analysis
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Random projections for linear SVM ensembles
Applied Intelligence
An error analysis of relation extraction in social media documents
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Recovering the toolchain provenance of binary code
Proceedings of the 2011 International Symposium on Software Testing and Analysis
Learning word vectors for sentiment analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Lexical normalisation of short text messages: makn sens a #twitter
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
How do you pronounce your name?: improving G2P with transliterations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Exploiting syntactico-semantic structures for relation extraction
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Using large monolingual and bilingual corpora to improve coordination disambiguation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Question detection in spoken conversations using textual conversations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Judging grammaticality with tree substitution grammar derivations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Pointwise prediction for robust, adaptable Japanese morphological analysis
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Automatic acquisition of huge training data for bio-medical named entity recognition
BioNLP '11 Proceedings of BioNLP 2011 Workshop
SimSem: fast approximate string matching in relation to semantic category disambiguation
BioNLP '11 Proceedings of BioNLP 2011 Workshop
Categorization of display ads using image and landing page features
Proceedings of the Third Workshop on Large Scale Data Mining: Theory and Applications
IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
Competition-based user expertise score estimation
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
An improved GLMNET for l1-regularized logistic regression
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Combining file content and file relations for cloud based malware detection
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Selective block minimization for faster convergence of limited memory large-scale linear models
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
lp-Norm Multiple Kernel Learning
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Semantic mapping using automatic word alignment and semantic role labeling
SSST-5 Proceedings of the Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation
Efficient supervised optimum-path forest classification for large datasets
Pattern Recognition
Datum-wise classification: a sequential approach to sparsity
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Nonparametric estimation of fisher vectors to aggregate image descriptors
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Ranking function adaptation with boosting trees
ACM Transactions on Information Systems (TOIS)
Training of sparsely connected MLPs
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Fast and accurate pedestrian detection using a cascade of multiple features
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Who wrote this code? identifying the authors of program binaries
ESORICS'11 Proceedings of the 16th European conference on Research in computer security
A new pedestrian detection descriptor based on the use of spatial recurrences
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Proceedings of the 4th ACM workshop on Security and artificial intelligence
Application of semantic kernels to literature-based gene function annotation
DS'11 Proceedings of the 14th international conference on Discovery science
Word clouds for efficient document labeling
DS'11 Proceedings of the 14th international conference on Discovery science
Query-Sets++: a scalable approach for modeling web sites
SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval
Large scale personality classification of bloggers
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Collaborative online learning of user generated content
Proceedings of the 20th ACM international conference on Information and knowledge management
Large-scale behavioral targeting with a social twist
Proceedings of the 20th ACM international conference on Information and knowledge management
Item categorization in the e-commerce domain
Proceedings of the 20th ACM international conference on Information and knowledge management
Text mining for efficient search and assisted creation of clinical trials
Proceedings of the ACM fifth international workshop on Data and text mining in biomedical informatics
Predicting age and gender in online social networks
Proceedings of the 3rd international workshop on Search and mining user-generated contents
Exploring self-similarities of bag-of-features for image classification
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Music genre classification using explicit semantic analysis
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Ethnic classification based on iris images
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Graphical feature selection for multilabel classification tasks
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Computers and Electrical Engineering
FORECAST: skimming off the malware cream
Proceedings of the 27th Annual Computer Security Applications Conference
Smart metering de-pseudonymization
Proceedings of the 27th Annual Computer Security Applications Conference
Disease Liability Prediction from Large Scale Genotyping Data Using Classifiers with a Reject Option
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Scikit-learn: Machine Learning in Python
The Journal of Machine Learning Research
Large Linear Classification When Data Cannot Fit in Memory
ACM Transactions on Knowledge Discovery from Data (TKDD)
A Reliable People Counting System via Multiple Cameras
ACM Transactions on Intelligent Systems and Technology (TIST)
Semi-supervised semantic role labeling via structural alignment
Computational Linguistics
Fast top-k retrieval for model based recommendation
Proceedings of the fifth ACM international conference on Web search and data mining
Between bags and trees – constructional patterns in text used for attitude identification
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Learning to distribute queries into web search nodes
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
On improving pseudo-relevance feedback using pseudo-irrelevant documents
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Exploring lexicalized features for coreference resolution
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Data mining techniques for the screening of age-related macular degeneration
Knowledge-Based Systems
Fast automatic microstructural segmentation of ferrous alloy samples using optimum-path forest
CompIMAGE'10 Proceedings of the Second international conference on Computational Modeling of Objects Represented in Images
Applying active learning to assertion classification of concepts in clinical text
Journal of Biomedical Informatics
Supervised learning linear priority dispatch rules for job-shop scheduling
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Similarity adaptation in an exploratory retrieval scenario
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
NADA: a robust system for non-referential pronoun detection
DAARC'11 Proceedings of the 8th international conference on Anaphora Processing and Applications
Real-Time face detection using integral histogram of multi-scale local binary patterns
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Preliminary experiments in polish dependency parsing
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Mining photo-sharing websites to study ecological phenomena
Proceedings of the 21st international conference on World Wide Web
Using machines to learn method-specific compilation strategies
CGO '11 Proceedings of the 9th Annual IEEE/ACM International Symposium on Code Generation and Optimization
Large-scale Gaussian process classification using random decision forests
Pattern Recognition and Image Analysis
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection
Data Mining and Knowledge Discovery
CuteForce: deep deterministic HPSG parsing
IWPT '11 Proceedings of the 12th International Conference on Parsing Technologies
Exploring classification concept drift on a large news text corpus
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Representation models for text classification: a comparative analysis over three web document types
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
A new search engine integrating hierarchical browsing and keyword search
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Large linear classification when data cannot fit in memory
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Multilabel classifiers with a probabilistic thresholding strategy
Pattern Recognition
Content vs. context for sentiment analysis: a comparative analysis over microblogs
Proceedings of the 23rd ACM conference on Hypertext and social media
Aquatic weed automatic classification using machine learning techniques
Computers and Electronics in Agriculture
Linear support vector machines via dual cached loops
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Rank-loss support instance machines for MIML instance annotation
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-domain active learning for text classification
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
MoodLens: an emoticon-based sentiment analysis system for chinese tweets
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning for hierarchical text classification
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Multiple instance learning for group record linkage
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Evasion attack of multi-class linear classifiers
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Hierarchical linear support vector machine
Pattern Recognition
An improved GLMNET for L1-regularized logistic regression
The Journal of Machine Learning Research
Finding emotion in image descriptions
Proceedings of the First International Workshop on Issues of Sentiment Discovery and Opinion Mining
Enhanced semantic TV-show representation for personalized electronic program guides
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
Mining cell cycle literature using support vector machines
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Hierarchical classification of web documents by stratified discriminant analysis
IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
Coalition threading: combining traditional andnon-traditional parallelism to maximize scalability
Proceedings of the 21st international conference on Parallel architectures and compilation techniques
Dependency parsing with undirected graphs
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Learning how to conjugate the Romanian verb: rules for regular and partially irregular verbs
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Towards a model of formal and informal address in English
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
MaltOptimizer: an optimization tool for MaltParser
EACL '12 Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics
Detecting friendly, flirtatious, awkward, and assertive speech in speed-dates
Computer Speech and Language
Early detection of malicious behavior in JavaScript code
Proceedings of the 5th ACM workshop on Security and artificial intelligence
Autonomous learning for detection of JavaScript attacks: vision or reality?
Proceedings of the 5th ACM workshop on Security and artificial intelligence
Proceedings of the 5th ACM workshop on Security and artificial intelligence
Optimized online rank learning for machine translation
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Stylometric analysis of scientific articles
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Populated IP addresses: classification and applications
Proceedings of the 2012 ACM conference on Computer and communications security
Kinect image classification using LLC
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
UTD-SpRL: a joint approach to spatial role labeling
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Improving distantly supervised extraction of drug-drug and protein-protein interactions
ROBUS-UNSUP '12 Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP
Inferring appropriate eligibility criteria in clinical trial protocols without labeled data
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics
Active learning with transfer learning
ACL '12 Proceedings of ACL 2012 Student Research Workshop
Language identification for creating language-specific Twitter collections
LSM '12 Proceedings of the Second Workshop on Language in Social Media
Judging grammaticality with count-induced tree substitution grammars
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP
A ranking-based approach to word reordering for statistical machine translation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A comparison of Chinese parsers for stanford dependencies
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Baselines and bigrams: simple, good sentiment and topic classification
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Syntactic stylometry for deception detection
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Authorship attribution with author-aware topic models
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Exploiting latent information to predict diffusions of novel topics on social networks
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Streaming analysis of discourse participants
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Improving transition-based dependency parsing with buffer transitions
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A comparison of vector-based representations for semantic composition
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Domain adaptation for coreference resolution: an adaptive ensemble approach
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
A sequence labelling approach to quote attribution
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Generating non-projective word order in statistical linearization
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Besting the quiz master: crowdsourcing incremental classification games
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Multi-domain learning: when do domains matter?
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Characterizing stylistic elements in syntactic structure
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Data-driven multilingual coreference resolution using resolver stacking
CoNLL '12 Joint Conference on EMNLP and CoNLL - Shared Task
Using syntactic dependencies to solve coreferences
CoNLL '12 Joint Conference on EMNLP and CoNLL - Shared Task
ExProM '12 Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics
Global features for shallow discourse parsing
SIGDIAL '12 Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Unifying local and global agreement and disagreement classification in online debates
WASSA '12 Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis
Large-scale item categorization for e-commerce
Proceedings of the 21st ACM international conference on Information and knowledge management
Multi-faceted ranking of news articles using post-read actions
Proceedings of the 21st ACM international conference on Information and knowledge management
On empirical tradeoffs in large scale hierarchical classification
Proceedings of the 21st ACM international conference on Information and knowledge management
Demographic context in web search re-ranking
Proceedings of the 21st ACM international conference on Information and knowledge management
Assessing the quality of textual features in social media
Information Processing and Management: an International Journal
Combining per-frame and per-track cues for multi-person action recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Undoing the damage of dataset bias
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
V1-Inspired features induce a weighted margin in SVMs
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Scene aligned pooling for complex video recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Discriminative bayesian active shape models
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Fast approximations to structured sparse coding and applications to object classification
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Attribute discovery via predictable discriminative binary codes
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Semantic segmentation with second-order pooling
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Weakly supervised learning of object segmentations from web-scale video
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Efficient optic cup detection from intra-image learning with retinal structure priors
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Scene recognition on the semantic manifold
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Unsupervised learning of discriminative relative visual attributes
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Collective activity localization with contextual spatial pyramid
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Viewpoint invariant collective activity recognition with relative action context
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Hybrid pooling fusion in the bow pipeline
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Multi-view facial expression recognition analysis with generic sparse coding feature
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Efficient training of graph-regularized multitask SVMs
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Learning multilingual named entity recognition from Wikipedia
Artificial Intelligence
Gated boltzmann machine in texture modeling
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Nested sequential minimal optimization for support vector machines
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Effects of architecture choices on sparse coding in speech recognition
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Lexical normalization for social media text
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Corpus-Based semantic filtering in discovering derivational relations
AIMSA'12 Proceedings of the 15th international conference on Artificial Intelligence: methodology, systems, and applications
Practicality of accelerometer side channels on smartphones
Proceedings of the 28th Annual Computer Security Applications Conference
Max-margin embedding for multi-label learning
Pattern Recognition Letters
Locational relativity and domain constraints in spatial questions
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
An investigation on repost activity prediction for social media events
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Adaptive classifier selection in large-scale hierarchical classification
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Multi-label lego -- enhancing multi-label classifiers with local patterns
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
MCut: a thresholding strategy for multi-label classification
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
A relational kernel-based framework for hierarchical image understanding
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Free-gram phrase identification for modeling Chinese text
Information Processing Letters
Semantic role labeling of implicit arguments for nominal predicates
Computational Linguistics
Fast human action classification and VOI localization with enhanced sparse coding
Journal of Visual Communication and Image Representation
Semi-supervised learning of facial attributes in video
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Assertion modeling and its role in clinical phenotype identification
Journal of Biomedical Informatics
Efficiently Scaling up Crowdsourced Video Annotation
International Journal of Computer Vision
Reverse active learning for optimising information extraction training production
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Location and route tracking in university from photos without GPS information
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Personalized reading support for second-language web documents
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems
Learning saliency-based visual attention: A review
Signal Processing
Auto learning temporal atomic actions for activity classification
Pattern Recognition
Computational spectral imaging based on adaptive spectral imaging
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
Collective Churn Prediction in Social Network
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Transfer joint embedding for cross-domain named entity recognition
ACM Transactions on Information Systems (TOIS)
Malicious URL Detection Based on Kolmogorov Complexity Estimation
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Large-scale visual concept detection with explicit kernel maps and power mean SVM
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
An analysis of a spatial EA parallel boosting algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
The pooled NBNN kernel: beyond image-to-class and image-to-image
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Local hypersphere coding based on edges between visual words
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Exclusive visual descriptor quantization
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Spatial graph for image classification
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Fast training of effective multi-class boosting using coordinate descent optimization
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Apparel classification with style
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Object templates for visual place categorization
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Rotation invariant co-occurrence among adjacent LBPs
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
Face spoofing detection using dynamic texture
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume Part I
An atlas for cardiac MRI regional wall motion and infarct scoring
STACOM'12 Proceedings of the third international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
An experimental comparison of similarity adaptation approaches
AMR'11 Proceedings of the 9th international conference on Adaptive Multimedia Retrieval: large-scale multimedia retrieval and evaluation
Sentiment diversification with different biases
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Logistic regression with weight grouping priors
Computational Statistics & Data Analysis
Proceedings of the 2013 International Conference on Software Engineering
Fast and scalable polynomial kernels via explicit feature maps
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Indexed block coordinate descent for large-scale linear classification with limited memory
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Estimating sharer reputation via social data calibration
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatically generated spam detection based on sentence-level topic information
Proceedings of the 22nd international conference on World Wide Web companion
Evaluating and predicting user engagement change with degraded search relevance
Proceedings of the 22nd international conference on World Wide Web
Predicting purchase behaviors from social media
Proceedings of the 22nd international conference on World Wide Web
Information Sciences: an International Journal
Using explicit linguistic expressions of preference in social media to predict voting behavior
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Exploring friend's influence in cultures in Twitter
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Locality discriminative coding for image classification
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Instance Annotation for Multi-Instance Multi-Label Learning
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012
Towards anytime active learning: interrupting experts to reduce annotation costs
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics
CTR prediction for contextual advertising: learning-to-rank approach
Proceedings of the Seventh International Workshop on Data Mining for Online Advertising
Enabling low bitrate mobile visual recognition: a performance versus bandwidth evaluation
Proceedings of the 21st ACM international conference on Multimedia
Compact bag-of-words visual representation for effective linear classification
Proceedings of the 21st ACM international conference on Multimedia
Error recovered hierarchical classification
Proceedings of the 21st ACM international conference on Multimedia
Large-scale linear support vector regression
The Journal of Machine Learning Research
A partially supervised cross-collection topic model for cross-domain text classification
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Cost-sensitive learning for large-scale hierarchical classification
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Privacy-preserving screen capture: Towards closing the loop for health IT usability
Journal of Biomedical Informatics
Recommendation in heterogeneous information networks with implicit user feedback
Proceedings of the 7th ACM conference on Recommender systems
Flickr-tag prediction using multi-modal fusion and meta information
Proceedings of the 21st ACM international conference on Multimedia
Human action recognition by fast dense trajectories
Proceedings of the 21st ACM international conference on Multimedia
Spatial Recurrences for Pedestrian Classification
Journal of Mathematical Imaging and Vision
Proceedings of the first ACM conference on Online social networks
Mirroring the real world in social media: twitter, geolocation, and sentiment analysis
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Computers in Biology and Medicine
Structural detection of android malware using embedded call graphs
Proceedings of the 2013 ACM workshop on Artificial intelligence and security
Approaches to adversarial drift
Proceedings of the 2013 ACM workshop on Artificial intelligence and security
Extraction of statistically significant malware behaviors
Proceedings of the 29th Annual Computer Security Applications Conference
Measuring and visualizing interest similarity between microblog users
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Classifying the socio-situational settings of transcripts of spoken discourses
Speech Communication
A comparative study on mobile visual recognition
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
b-bit minwise hashing in practice
Proceedings of the 5th Asia-Pacific Symposium on Internetware
Integrated instance- and class-based generative modeling for text classification
Proceedings of the 18th Australasian Document Computing Symposium
Optimizing cepstral features for audio classification
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Co-regularized ensemble for feature selection
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Accurate probability calibration for multiple classifiers
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Fast linearization of tree kernels over large-scale data
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Human activity recognition using social media data
Proceedings of the 12th International Conference on Mobile and Ubiquitous Multimedia
Artificial Intelligence Review
ReliAble dependency arc recognition
Expert Systems with Applications: An International Journal
Adjusted F-measure and kernel scaling for imbalanced data learning
Information Sciences: an International Journal
Supervised word sense disambiguation using semantic diffusion kernel
Engineering Applications of Artificial Intelligence
The learning system of collective behavior in students' social network
Computers and Electrical Engineering
Feature engineering for semantic place prediction
Pervasive and Mobile Computing
Face recognition for web-scale datasets
Computer Vision and Image Understanding
Contextual object category recognition for RGB-D scene labeling
Robotics and Autonomous Systems
Efficient and effective realtime prediction of drive-by download attacks
Journal of Network and Computer Applications
Orange: data mining toolbox in python
The Journal of Machine Learning Research
Keep it simple and sparse: real-time action recognition
The Journal of Machine Learning Research
Proceedings of the 23rd international conference on World wide web
Reconciling mobile app privacy and usability on smartphones: could user privacy profiles help?
Proceedings of the 23rd international conference on World wide web
Top-Down Saliency Detection via Contextual Pooling
Journal of Signal Processing Systems
Rotation-Invariant HOG Descriptors Using Fourier Analysis in Polar and Spherical Coordinates
International Journal of Computer Vision
Boosting masked dominant orientation templates for efficient object detection
Computer Vision and Image Understanding
Heartbeat classification using disease-specific feature selection
Computers in Biology and Medicine
Learning semantic representations of objects and their parts
Machine Learning
A statistical tagger for morphological tagging of Russian language texts
Automation and Remote Control
Least squares twin parametric-margin support vector machine for classification
Applied Intelligence
Explaining data-driven document classifications
MIS Quarterly
Hi-index | 0.00 |
LIBLINEAR is an open source library for large-scale linear classification. It supports logistic regression and linear support vector machines. We provide easy-to-use command-line tools and library calls for users and developers. Comprehensive documents are available for both beginners and advanced users. Experiments demonstrate that LIBLINEAR is very efficient on large sparse data sets.