Support Vector Machines for Polycategorical Classification
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Discriminative Clustering: Optimal Contingency Tables by Learning Metrics
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Text categorization by boosting automatically extracted concepts
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Distributional word clusters vs. words for text categorization
The Journal of Machine Learning Research
Sufficient dimensionality reduction
The Journal of Machine Learning Research
Test Data Likelihood for PLSA Models
Information Retrieval
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Combining partitions by probabilistic label aggregation
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
On the use of linear programming for unsupervised text classification
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Discovering user access pattern based on probabilistic latent factor model
ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
Learning an image-word embedding for image auto-annotation on the nonlinear latent space
Proceedings of the 13th annual ACM international conference on Multimedia
ICML '05 Proceedings of the 22nd international conference on Machine learning
Probabilistic topic decomposition of an eighteenth-century American newspaper
Journal of the American Society for Information Science and Technology
Exploring the use of latent topical information for statistical Chinese spoken document retrieval
Pattern Recognition Letters
Broad coverage paragraph segmentation across languages and domains
ACM Transactions on Speech and Language Processing (TSLP)
Discovering task-oriented usage pattern for web recommendation
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
Discovering groups of people in Google news
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Semantic image retrieval based on probabilistic latent semantic analysis
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Detection and application of influence rankings in small group meetings
Proceedings of the 8th international conference on Multimodal interfaces
Topic evolution and social interactions: how authors effect research
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Automatic classification of verbs in biomedical texts
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Time period identification of events in text
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
An empirical study of query expansion and cluster-based retrieval in language modeling approach
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Review: Which is the best way to organize/classify images by content?
Image and Vision Computing
Learning quantifiable associations via principal sparse non-negative matrix factorization
Intelligent Data Analysis
Inference and evaluation of the multinomial mixture model for text clustering
Information Processing and Management: an International Journal
Subject metadata enrichment using statistical topic models
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Unsupervised prediction of citation influences
Proceedings of the 24th international conference on Machine learning
Dirichlet aggregation: unsupervised learning towards an optimal metric for proportional data
Proceedings of the 24th international conference on Machine learning
Journal of Visual Communication and Image Representation
Principles of hash-based text retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Hierarchical mixture models: a probabilistic analysis
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Image retrieval on large-scale image databases
Proceedings of the 6th ACM international conference on Image and video retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
An empirical study of inter-concept similarities in multimedia ontologies
Proceedings of the 6th ACM international conference on Image and video retrieval
Video summarization preserving dynamic content
Proceedings of the international workshop on TRECVID video summarization
TV ad video categorization with probabilistic latent concept learning
Proceedings of the international workshop on Workshop on multimedia information retrieval
Image classification using tensor representation
Proceedings of the 15th international conference on Multimedia
Robustness of collaborative recommendation based on association rule mining
Proceedings of the 2007 ACM conference on Recommender systems
Modeling Semantic Aspects for Cross-Media Image Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Translating topics to words for image annotation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Extractive spoken document summarization for information retrieval
Pattern Recognition Letters
Unsupervised texture classification: Automatically discover and classify texture patterns
Image and Vision Computing
Modeling online reviews with multi-grain topic models
Proceedings of the 17th international conference on World Wide Web
Learning multiple graphs for document recommendations
Proceedings of the 17th international conference on World Wide Web
Identifying relevant frames in weakly labeled videos for training concept detectors
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Scene modeling in global-local view for scene classification
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Language modeling for bag-of-visual words image categorization
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Continuous visual vocabulary modelsfor pLSA-based scene recognition
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Semantic image classification using statistical local spatial relations model
Multimedia Tools and Applications
Anticipating annotations and emerging trends in biomedical literature
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovery of activity patterns using topic models
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
Comparing Local Feature Descriptors in pLSA-Based Image Models
Proceedings of the 30th DAGM symposium on Pattern Recognition
Incremental probabilistic latent semantic analysis for automatic question recommendation
Proceedings of the 2008 ACM conference on Recommender systems
Modeling hidden topics on document manifold
Proceedings of the 17th ACM conference on Information and knowledge management
Deep networks for image retrieval on large-scale databases
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Topickr: flickr groups and users reloaded
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Word Topic Models for Spoken Document Retrieval and Transcription
ACM Transactions on Asian Language Information Processing (TALIP)
A Comparative Study of Probabilistic Ranking Models for Chinese Spoken Document Summarization
ACM Transactions on Asian Language Information Processing (TALIP)
Ontology Construction Based on Latent Topic Extraction in a Digital Library
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
A Novel Video Classification Method Based on Hybrid Generative/Discriminative Models
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
An Integrated Method for Multiple Object Detection and Localization
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Improving Recognition through Object Sub-categorization
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Can Geotags Help Image Recognition?
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Detecting cultural differences using consumer-generated geotagged photos
Proceedings of the 2nd International Workshop on Location and the Web
Complexity control in a mixture model by the Hardy-Weinberg equilibrium
Computational Statistics & Data Analysis
Clusters, language models, and ad hoc information retrieval
ACM Transactions on Information Systems (TOIS)
On the properties of von Neumann kernels for link analysis
Machine Learning
Latent mixture vocabularies for object categorization and segmentation
Image and Vision Computing
Mining cultural differences from a large number of geotagged photos
Proceedings of the 18th international conference on World wide web
Linked latent Dirichlet allocation in web spam filtering
Proceedings of the 5th International Workshop on Adversarial Information Retrieval on the Web
Latent Variable Models for Causal Knowledge Acquisition
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Expert Systems with Applications: An International Journal
Retail sales prediction and item recommendations using customer demographics at store level
ACM SIGKDD Explorations Newsletter
The VLDB Journal — The International Journal on Very Large Data Bases
Probabilistic dyadic data analysis with local and global consistency
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Multiview clustering: a late fusion approach using latent models
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Probabilistic latent semantic user segmentation for behavioral targeted advertising
Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising
Regional category parsing in undirected graphical models
Pattern Recognition Letters
Using LDA to detect semantically incoherent documents
CoNLL '08 Proceedings of the Twelfth Conference on Computational Natural Language Learning
Model-based collaborative filtering as a defense against profile injection attacks
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Unsupervised modeling of objects and their hierarchical contextual interactions
Journal on Image and Video Processing - Special issue on patches in vision
Contextual classification of image patches with latent aspect models
Journal on Image and Video Processing - Special issue on patches in vision
Automatic essay grading with probabilistic latent semantic analysis
EdAppsNLP 05 Proceedings of the second workshop on Building Educational Applications Using NLP
Online New Event Detection Based on IPLSA
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Topic-Based Hard Clustering of Documents Using Generative Models
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Latent Dirichlet Allocation for Automatic Document Categorization
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
PLSI: The True Fisher Kernel and beyond
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Topic and role discovery in social networks with experiments on enron and academic email
Journal of Artificial Intelligence Research
A new compositional technique for hand posture recognition
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Visualizing textual travelogue with location-relevant images
Proceedings of the 2009 International Workshop on Location Based Social Networks
Scene classification using pLSA with visterm spatial location
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
Canonical contextual distance for large-scale image annotation and retrieval
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Topic modeling for spoken document retrieval using word- and syllable-level information
SSCS '09 Proceedings of the third workshop on Searching spontaneous conversational speech
TubeFiler: an automatic web video categorizer
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Incremental EM for Probabilistic Latent Semantic Analysis on Human Action Recognition
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Donation dashboard: a recommender system for donation portfolios
Proceedings of the third ACM conference on Recommender systems
Comparison of similarity models for the relation discovery task
LD '06 Proceedings of the Workshop on Linguistic Distances
Semantic document classification and keyword spotting in digital repositories
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Multilayer pLSA for multimodal image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
A visual analysis of the relationship between word concepts and geographical locations
Proceedings of the ACM International Conference on Image and Video Retrieval
Context-based multi-label image annotation
Proceedings of the ACM International Conference on Image and Video Retrieval
Style modeling for tagging personal photo collections
Proceedings of the ACM International Conference on Image and Video Retrieval
Two-way Poisson mixture models for simultaneous document classification and word clustering
Computational Statistics & Data Analysis
Image categorization via robust pLSA
Pattern Recognition Letters
Effective annotation and search for video blogs with integration of context and content analysis
IEEE Transactions on Multimedia - Special issue on integration of context and content
iOLAP: A framework for analyzing the internet, social networks, and other networked data
IEEE Transactions on Multimedia - Special section on communities and media computing
Music information retrieval using social tags and audio
IEEE Transactions on Multimedia - Special section on communities and media computing
Heterogeneous transfer learning for image clustering via the social web
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
IPHITS: An Incremental Latent Topic Model for Link Structure
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Efficient Probabilistic Latent Semantic Analysis through Parallelization
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Incremental Learning of Triadic PLSA for Collaborative Filtering
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
Randomized Probabilistic Latent Semantic Analysis for Scene Recognition
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Efficient Hypothesis Generation through Sub-categorization for Multiple Object Detection
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Object Detection and Localization in Clutter Range Images Using Edge Features
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Generalized Relevance Models for Automatic Image Annotation
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Learning image semantics with latent aspect model
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Multimodal pLSA on visual features and tags
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A novel approach to musical genre classification using probabilistic latent semantic analysis model
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Image annotation and retrieval based on efficient learning of contextual latent space
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Filtering adult image content with topic models
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Language models based on semantic composition
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Unsupervised object of interest discovery in multi-view video sequence
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
A compositional technique for hand posture recognition: new results
WSEAS TRANSACTIONS on COMMUNICATIONS
On the use of anti-word models for audio music annotation and retrieval
IEEE Transactions on Audio, Speech, and Language Processing
A survey of collaborative filtering techniques
Advances in Artificial Intelligence
Unsupervised human motion analysis using automatic label trees
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Applying pLSA to region-based image categorization with soft vector quantization
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Personalized online video recommendation by neighborhood score propagation based global ranking
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Multimodal ranking for image search on community databases
Proceedings of the international conference on Multimedia information retrieval
Topic models for semantics-preserving video compression
Proceedings of the international conference on Multimedia information retrieval
Region-based automatic web image selection
Proceedings of the international conference on Multimedia information retrieval
Improving probabilistic information retrieval by modeling burstiness of words
Information Processing and Management: an International Journal
Neurocomputing
International Journal of Computer Vision
Comparing compact codebooks for visual categorization
Computer Vision and Image Understanding
Journal of Visual Communication and Image Representation
Novel Gaussianized vector representation for improved natural scene categorization
Pattern Recognition Letters
Learning to retrieve images from text queries with a discriminative model
AMR'06 Proceedings of the 4th international conference on Adaptive multimedia retrieval: user, context, and feedback
Data mining for web personalization
The adaptive web
Discovering web services based on probabilistic latent factor model
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
A PLSA-based approach for building user profile and implementing personalized recommendation
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Regularized data fusion improves image segmentation
Proceedings of the 29th DAGM conference on Pattern recognition
Expression microarray classification using topic models
Proceedings of the 2010 ACM Symposium on Applied Computing
Unsupervised identification of multiple objects of interest from multiple images: dISCOVER
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Scene context modeling for foreground detection from a scene in remote monitoring
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Unified collaborative filtering model based on combination of latent features
Expert Systems with Applications: An International Journal
Geo-located image grouping using latent descriptions
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
On smoothing and inference for topic models
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
The bidirectional inference calculation model of multimedia image semantics perception
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Software traceability with topic modeling
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1
Large-scale cross-media retrieval of WikipediaMM images with textual and visual query expansion
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Multi modal semantic indexing for image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
A spatially aware generative model for image classification, topic discovery and segmentation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Modeling latent aspects for automatic image annotation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Language models learning for domain-specific natural language user interaction
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Action categorization by structural probabilistic latent semantic analysis
Computer Vision and Image Understanding
Multi-view clustering of multilingual documents
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
A bottom-up and top-down model for cell segmentation using multispectral data
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Semantic modeling of natural scenes based on contextual Bayesian networks
Pattern Recognition
Visual information in semantic representation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Automatic evaluation of topic coherence
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Topic models for image annotation and text illustration
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Cross-lingual latent topic extraction
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Long distance bigram models applied to word clustering
Pattern Recognition
Assessing the readability of clinical documents in a document engineering environment
Proceedings of the 10th ACM symposium on Document engineering
Evaluation of unsupervised emotion models to textual affect recognition
CAAGET '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text
A nonnegative blind source separation model for binary test data
IEEE Transactions on Circuits and Systems Part I: Regular Papers
IPSILON: incremental parsing for semantic indexing of latent concepts
IEEE Transactions on Image Processing
Modeling Social Annotation: A Bayesian Approach
ACM Transactions on Knowledge Discovery from Data (TKDD)
Measuring distributional similarity in context
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Decomposing background topics from keywords by principal component pursuit
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
FacetCube: a framework of incorporating prior knowledge into non-negative tensor factorization
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Ranking social bookmarks using topic models
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
A feature-word-topic model for image annotation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
PTM: probabilistic topic mapping model for mining parallel document collections
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Fusing semantic aspects for image annotation and retrieval
Journal of Visual Communication and Image Representation
Social audio features for advanced music retrieval interfaces
Proceedings of the international conference on Multimedia
Auto-tagging of images in non-english languages using tag language conversion
Proceedings of the international conference on Multimedia
Automatic creation of photo books from stories in social media
Proceedings of second ACM SIGMM workshop on Social media
Hyper-community detection in the blogosphere
Proceedings of second ACM SIGMM workshop on Social media
Dimensionality reduction techniques for blog visualization
Expert Systems with Applications: An International Journal
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Image segmentation with topic random field
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Learning aspect models with partially labeled data
Pattern Recognition Letters
Discovering motion patterns for human action recognition
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Variational inference with graph regularization for image annotation
ACM Transactions on Intelligent Systems and Technology (TIST)
Modeling continuous visual features for semantic image annotation and retrieval
Pattern Recognition Letters
Large scale visual classification via learned dictionaries and sparse representation
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part I
Brain morphometry by probabilistic latent semantic analysis
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
A new bigram-PLSA language model for speech recognition
EURASIP Journal on Advances in Signal Processing
Improving social bookmark search using personalised latent variable language models
Proceedings of the fourth ACM international conference on Web search and data mining
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Building descriptive and discriminative visual codebook for large-scale image applications
Multimedia Tools and Applications
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Probabilistic learning of visual object composition from attended segments
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
EURASIP Journal on Audio, Speech, and Music Processing
Histopathological image classification using stain component features on a pLSA model
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Generating tags for service reviews
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Correlated PLSA for image clustering
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Exploiting Textons distributions on spatial hierarchy for scene classification
Journal on Image and Video Processing - Special issue on selected papers from multimedia modeling conference 2009
Online learning for PLSA-based visual recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Integrated image representation based natural scene classification
Expert Systems with Applications: An International Journal
A neural network for text representation
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
RPLSA: A novel updating scheme for Probabilistic Latent Semantic Analysis
Computer Speech and Language
On the distinctiveness of tags in collaborative tagging systems
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Co-clustering for weblogs in semantic space
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Consistent visual words mining with adaptive sampling
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Multi-modal, multi-resource methods for placing Flickr videos on the map
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Text segmentation: A topic modeling perspective
Information Processing and Management: an International Journal
Is singular value decomposition useful for word similarity extraction?
Language Resources and Evaluation
Dimensionality reduction for blog tag mining
International Journal of Web Engineering and Technology
A large scale distributed syntactic, semantic and lexical language model for machine translation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Structured composition of semantic vectors
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
GIS enabled service site selection: Environmental analysis and beyond
Information Systems Frontiers
Web recommendation based on back propagation neural networks
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
Scalable distributed inference of dynamic user interests for behavioral targeting
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A time-dependent topic model for multiple text streams
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Locally discriminative topic modeling
Pattern Recognition
Geometric Latent Dirichlet Allocation on a Matching Graph for Large-scale Image Datasets
International Journal of Computer Vision
Automatic Image Annotation Based on Generalized Relevance Models
Journal of Signal Processing Systems
Automatic creation of photo books from stories in social media
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Two-probabilistic latent semantic model for image annotation and retrieval
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
Efficient system for clustering of dynamic document database
CDVE'11 Proceedings of the 8th international conference on Cooperative design, visualization, and engineering
Hybrid generative-discriminative nucleus classification of renal cell carcinoma
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
A statistical model for topically segmented documents
DS'11 Proceedings of the 14th international conference on Discovery science
Prediction of age, sentiment, and connectivity from social media text
WISE'11 Proceedings of the 12th international conference on Web information system engineering
ImpactWheel: Visual Analysis of the Impact of Online News
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Bayesian latent variable models for collaborative item rating prediction
Proceedings of the 20th ACM international conference on Information and knowledge management
Towards feature selection in network
Proceedings of the 20th ACM international conference on Information and knowledge management
A hierarchical latent topic model based on sparse coding
Neurocomputing
Neurocomputing
Biclustering of expression microarray data using affinity propagation
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Renal cancer cell classification using generative embeddings and information theoretic kernels
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
A comparison on score spaces for expression microarray data classification
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
Topic correlation and individual influence analysis in online forums
Expert Systems with Applications: An International Journal
Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes
The Journal of Machine Learning Research
A unified probabilistic framework for clustering correlated heterogeneous web objects
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Using probabilistic latent semantic analysis for personalized web search
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Block clustering with collapsed latent block models
Statistics and Computing
TopicNets: Visual Analysis of Large Text Corpora with Topic Modeling
ACM Transactions on Intelligent Systems and Technology (TIST)
Transductive learning for text classification using explicit knowledge models
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Incremental aspect models for mining document streams
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Applying latent dirichlet allocation to automatic essay grading
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
On the use of topic models for word completion
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
A discriminative approach for the retrieval of images from text queries
ECML'06 Proceedings of the 17th European conference on Machine Learning
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
A novel updating scheme for probabilistic latent semantic indexing
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
An empirical study of query expansion and cluster-based retrieval in language modeling approach
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Effective query model estimation using parsimonious translation model in language modeling approach
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Learning semantic features for action recognition via diffusion maps
Computer Vision and Image Understanding
Adaptive query-based sampling of distributed collections
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
A web recommendation technique based on probabilistic latent semantic analysis
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Traffic models for community-based ranking and navigation
WINE'05 Proceedings of the First international conference on Internet and Network Economics
Leveraging community metadata for multimodal image ranking
Multimedia Tools and Applications
A robust approach for object recognition
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Tripartite hidden topic models for personalised tag suggestion
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Query refinement through lexical clustering of scientific textual databases
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Enhancing clinical concept extraction with distributional semantics
Journal of Biomedical Informatics
Task-Oriented web user modeling for recommendation
UM'05 Proceedings of the 10th international conference on User Modeling
Distributional semantics from text and images
GEMS '11 Proceedings of the GEMS 2011 Workshop on GEometrical Models of Natural Language Semantics
PLSI utilization for automatic thesaurus construction
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Incrementally discovering object classes using similarity propagation and graph clustering
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
An extension of the aspect PLSA model to active and semi-supervised learning for text classification
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Affine invariant topic model for generic object recognition
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
A novel chinese text feature selection method based on probability latent semantic analysis
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Estimation of query model from parsimonious translation model
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Incremental visual objects clustering with the growing vocabulary tree
Multimedia Tools and Applications
Efficient symbolic signatures for classifying craniosynostosis skull deformities
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Combining wikipedia-based concept models for cross-language retrieval
IRFC'10 Proceedings of the First international Information Retrieval Facility conference on Adbances in Multidisciplinary Retrieval
Stochastic analysis of lexical and semantic enhanced structural language model
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Single-Histogram class models for image segmentation
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Image classification based on weighted topics
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Weighted topological clustering for categorical data
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Constructing visual models with a latent space approach
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Discovering geographical topics in the twitter stream
Proceedings of the 21st international conference on World Wide Web
A novel multi-modal integration and propagation model for cross-media information retrieval
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
The optimum clustering framework: implementing the cluster hypothesis
Information Retrieval
Multi-view learning via probabilistic latent semantic analysis
Information Sciences: an International Journal
Knowledge evolution course discovery in a professional virtual community
Knowledge-Based Systems
Sentiment analysis for effective detection of cyber bullying
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
The Latent Maximum Entropy Principle
ACM Transactions on Knowledge Discovery from Data (TKDD)
Linking visual concept detection with viewer demographics
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Latent topic based multi-instance learning method for localized content-based image retrieval
Computers & Mathematics with Applications
Toward a higher-level visual representation for content-based image retrieval
Multimedia Tools and Applications
Dual role model for question recommendation in community question answering
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
An automated vision based on-line novel percept detection method for a mobile robot
Robotics and Autonomous Systems
A scalable distributed syntactic, semantic, and lexical language model
Computational Linguistics
Unified expectation maximization
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes
International Journal of Computer Vision
Exploring Geotagged images for land-use classification
Proceedings of the ACM multimedia 2012 workshop on Geotagging and its applications in multimedia
One seed to find them all: mining opinion features via association
Proceedings of the 21st ACM international conference on Information and knowledge management
Cascaded classification of high resolution remote sensing images using multiple contexts
Information Sciences: an International Journal
PKAW'12 Proceedings of the 12th Pacific Rim conference on Knowledge Management and Acquisition for Intelligent Systems
Information Bottleneck with local consistency
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Latent hough transform for object detection
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Simultaneous image classification and annotation via biased random walk on tri-relational graph
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Extended information inference model for unsupervised categorization of web short texts
Journal of Information Science
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Investigating Topic Models' Capabilities in Expression Microarray Data Classification
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Group sparse topical coding: from code to topic
Proceedings of the sixth ACM international conference on Web search and data mining
Triplex transfer learning: exploiting both shared and distinct concepts for text classification
Proceedings of the sixth ACM international conference on Web search and data mining
Understanding Digital Documents Using Gestalt Properties of Isothetic Components
International Journal of Digital Library Systems
Clustering tagged documents with labeled and unlabeled documents
Information Processing and Management: an International Journal
Topic-based Amharic text summarization with probabilistic latent semantic analysis
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Location Comparison through Geographical Topics
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Clustering documents with labeled and unlabeled documents using fuzzy semi-Kmeans
Fuzzy Sets and Systems
Analysing user behaviour through dynamic population models
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Modeling hidden topics with dual local consistency for image analysis
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
An unsupervised topic segmentation model incorporating word order
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Leveraging relevance cues for language modeling in speech recognition
Information Processing and Management: an International Journal
Understanding evolution of research themes: a probabilistic generative model for citations
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Hierarchical geographical modeling of user locations from social media posts
Proceedings of the 22nd international conference on World Wide Web
Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems: Bridging the Gap Between Perception, Action and Communication
Automatic image annotation using semantic relevance
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
A novel neighborhood based document smoothing model for information retrieval
Information Retrieval
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare
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
Biomedical time series clustering based on non-negative sparse coding and probabilistic topic model
Computer Methods and Programs in Biomedicine
A feature-word-topic model for image annotation and retrieval
ACM Transactions on the Web (TWEB)
Object class detection: A survey
ACM Computing Surveys (CSUR)
Exploiting geometry in counting grids
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
ATT: analyzing temporal dynamics of topics and authors in social media
Proceedings of the 3rd International Web Science Conference
Learning semantic concepts from image database with hybrid generative/discriminative approach
Engineering Applications of Artificial Intelligence
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
A unified framework for reputation estimation in online rating systems
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Estimating ad group performance in sponsored search
Proceedings of the 7th ACM international conference on Web search and data mining
Advances in Data Analysis and Classification
Infinite Dirichlet mixture models learning via expectation propagation
Advances in Data Analysis and Classification
Editorial: Special Issue on Advances in Computer Supported Collaboration: Systems and Technologies
Future Generation Computer Systems
Object segmentation and classification using 3-D range camera
Journal of Visual Communication and Image Representation
Comment-based multi-view clustering of web 2.0 items
Proceedings of the 23rd international conference on World wide web
Object-based visual query suggestion
Multimedia Tools and Applications
Continuous human action recognition in real time
Multimedia Tools and Applications
A Probabilistic Latent Semantic Analysis Model for Coclustering the Mouse Brain Atlas
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Multimedia Tools and Applications
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