Kotagiri Ramamohanarao

According to our database1, Kotagiri Ramamohanarao
  • authored at least 373 papers between 1979 and 2018.
  • has a "Dijkstra number"2 of three.

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Bibliography

2018
Scalable and fast SVM regression using modern hardware.
World Wide Web, 2018

Spectral-based fault localization using hyperbolic function.
Softw., Pract. Exper., 2018

An automated method for choroidal thickness measurement from Enhanced Depth Imaging Optical Coherence Tomography images.
Comp. Med. Imag. and Graph., 2018

Exploiting graph kernels for high performance biomedical relation extraction.
J. Biomedical Semantics, 2018

2017
SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator.
ACM TIST, 2017

Automatic Identification of Pathology-Distorted Retinal Layer Boundaries Using SD-OCT Imaging.
IEEE Trans. Biomed. Engineering, 2017

Optimal Pick up Point Selection for Effective Ride Sharing.
IEEE Trans. Big Data, 2017

Improving spectral-based fault localization using static analysis.
Softw., Pract. Exper., 2017

KRNN: k Rare-class Nearest Neighbour classification.
Pattern Recognition, 2017

Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns.
Journal of Biomedical Informatics, 2017

Biometric authentication system using retinal vessel pattern and geometric hashing.
IET Biometrics, 2017

Learning with Bounded Instance- and Label-dependent Label Noise.
CoRR, 2017

A Technical Report: Entity Extraction using Both Character-based and Token-based Similarity.
CoRR, 2017

On the effectiveness of isolation-based anomaly detection in cloud data centers.
Concurrency and Computation: Practice and Experience, 2017

A Simulation Study of Emergency Vehicle Prioritization in Intelligent Transportation Systems.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Accurate Recognition of the Current Activity in the Presence of Multiple Activities.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

The Hitchhiker's Guide to the Optimal Route Planning.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

Fix-Budget and Recurrent Data Mining for Online Haptic Perception.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

LSHiForest: A Generic Framework for Fast Tree Isolation Based Ensemble Anomaly Analysis.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Straggler Mitigation for Distributed Behavioral Simulation.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

From How to Where: Traffic Optimization in the Era of Automated Vehicles.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Exploiting Data Dependency to Mitigate Stragglers in Distributed Spatial Simulation.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Ride-sharing is About Agreeing on a Destination.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Using a Traffic Simulator for Navigation Service.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Search Result Personalization in Twitter Using Neural Word Embeddings.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

Improving Efficiency of SVM k-Fold Cross-Validation by Alpha Seeding.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Privacy-Aware Dynamic Ride Sharing.
ACM Trans. Spatial Algorithms and Systems, 2016

Visual Assessment of Clustering Tendency for Incomplete Data.
IEEE Trans. Knowl. Data Eng., 2016

Enhancing Reliability of Workflow Execution Using Task Replication and Spot Instances.
TAAS, 2016

Discovering outlying aspects in large datasets.
Data Min. Knowl. Discov., 2016

Big Data Analytics = Machine Learning + Cloud Computing.
CoRR, 2016

Improving Efficiency of SVM k-fold Cross-validation by Alpha Seeding.
CoRR, 2016

A novel computer aided quantification method of focal arteriolar narrowing using colour retinal image.
Comp. in Bio. and Med., 2016

WTEN: An Advanced Coupled Tensor Factorization Strategy for Learning from Imbalanced Data.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Exploiting Tree Kernels for High Performance Chemical Induced Disease Relation Extraction.
Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, 2016

R1STM: One-class Support Tensor Machine with Randomised Kernel.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Node Re-Ordering as a Means of Anomaly Detection in Time-Evolving Graphs.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Fast trajectory clustering using Hashing methods.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Large Scale Metric learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Robust Domain Generalisation by Enforcing Distribution Invariance.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Training robust models using Random Projection.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Tensor canonical correlation analysis for multi-view dimension reduction.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Scalable Local-Recoding Anonymization using Locality Sensitive Hashing for Big Data Privacy Preservation.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Automatic Generation and Validation of Road Maps from GPS Trajectory Data Sets.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

SeeDev Binary Event Extraction using SVMs and a Rich Feature Set.
Proceedings of the 4th BioNLP Shared Task Workshop, BioNLP 2016, 2016

Efficient Mining of Pan-Correlation Patterns from Time Course Data.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation Extraction.
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Indexable online time series segmentation with error bound guarantee.
World Wide Web, 2015

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction.
IEEE Trans. Knowl. Data Eng., 2015

Revenue Maximization with Optimal Capacity Control in Infrastructure as a Service Cloud Markets.
IEEE Trans. Cloud Computing, 2015

Robust inferences of travel paths from GPS trajectories.
International Journal of Geographical Information Science, 2015

Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction.
CoRR, 2015

Invariant backpropagation: how to train a transformation-invariant neural network.
CoRR, 2015

Big Data Analytics-Enhanced Cloud Computing: Challenges, Architectural Elements, and Future Directions.
CoRR, 2015

Reasoning task dependencies for robust service selection in data intensive workflows.
Computing, 2015

Automatic white matter lesion segmentation using contrast enhanced FLAIR intensity and Markov Random Field.
Comp. Med. Imag. and Graph., 2015

Scalable Outlying-Inlying Aspects Discovery via Feature Ranking.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Automated lesion detection in dynamic contrast enhanced magnetic resonance imaging of breast.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

A robust and reliable quantification method for Focal Arteriolar Narrowing in color retinal image.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

SLA-Based Resource Scheduling for Big Data Analytics as a Service in Cloud Computing Environments.
Proceedings of the 44th International Conference on Parallel Processing, 2015

Big Data Analytics-Enhanced Cloud Computing: Challenges, Architectural Elements, and Future Directions.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

Detection of Deception in the Mafia Party Game.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Disc segmentation and BMO-MRW measurement from SD-OCT image using graph search and tracing of three bench mark reference layers of retina.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Automatic Retinal Minimum Distance Band (MDB)Computation from SD-OCT Images.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Traffic forecasting in complex urban networks: Leveraging big data and machine learning.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Multiple Bug Spectral Fault Localization Using Genetic Programming.
Proceedings of the 24th Australasian Software Engineering Conference, 2015

PrivacyPalisade: Evaluating app permissions and building privacy into smartphones.
Proceedings of the 10th International Conference on Information, 2015

2014
Authorized Public Auditing of Dynamic Big Data Storage on Cloud with Efficient Verifiable Fine-Grained Updates.
IEEE Trans. Parallel Distrib. Syst., 2014

Efficient Graph Based Approach to Large Scale Role Engineering.
Trans. Data Privacy, 2014

Guest Editorial.
JSW, 2014

A spatiotemporal compression based approach for efficient big data processing on Cloud.
J. Comput. Syst. Sci., 2014

Retinal artery and venular caliber grading: A semi-automated evaluation tool.
Comp. in Bio. and Med., 2014

A Robust Classifier for Imbalanced Datasets.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Structure-Aware Distance Measures for Comparing Clusterings in Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Automated Segmentation of White Matter Lesions Using Global Neighbourhood Given Contrast Feature-Based Random Forest and Markov Random Field.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

MASCOT: Fast and Highly Scalable SVM Cross-Validation Using GPUs and SSDs.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

An Effective Clustering Algorithm for Auto-Detecting Well-Separated Clusters.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

TRIBAC: Discovering Interpretable Clusters and Latent Structures in Graphs.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Fault-tolerant Workflow Scheduling using Spot Instances on Clouds.
Proceedings of the International Conference on Computational Science, 2014

Spatio-temporal trajectory simplification for inferring travel paths.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

An effective automated system for grading severity of retinal arteriovenous nicking in colour retinal images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Enabling Precision/Recall Preferences for Semi-supervised SVM Training.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Using Local Information to Significantly Improve Classification Performance.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Volatility homogenisation decomposition for forecasting.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

Topic-specific post identification in microblog streams.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

Robust Scheduling of Scientific Workflows with Deadline and Budget Constraints in Clouds.
Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

2013
A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks.
IEEE Trans. Fuzzy Systems, 2013

An Automated Method for Retinal Arteriovenous Nicking Quantification From Color Fundus Images.
IEEE Trans. Biomed. Engineering, 2013

An effective retinal blood vessel segmentation method using multi-scale line detection.
Pattern Recognition, 2013

A HMM-based adaptive fuzzy inference system for stock market forecasting.
Neurocomputing, 2013

Retinal artery-vein caliber grading using color fundus imaging.
Computer Methods and Programs in Biomedicine, 2013

Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

A Bayesian Classifier for Learning from Tensorial Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

A k-leader fuel-efficient traffic model.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Optimal traffic merging strategy for communication- and sensor-enabled vehicles.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Automated segmentation of multiple sclerosis lesion in intensity enhanced flair MRI using texture features and support vector machine.
Proceedings of the IEEE International Conference on Image Processing, 2013

Automatic detection of retinal vascular landmark features for colour fundus image matching and patient longitudinal study.
Proceedings of the IEEE International Conference on Image Processing, 2013

Clustering and visualization of fuzzy communities in social networks.
Proceedings of the FUZZ-IEEE 2013, 2013

Automated quantification of retinal arteriovenous nicking from colour fundus images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Drusen quantification for early identification of age related macular degeneration (AMD) using color fundus imaging.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Biometric Security Application for Person Authentication Using Retinal Vessel Feature.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Spatio-temporal event detection using probabilistic graphical models (PGMs).
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

Enhancing Traditional Classifiers Using Emerging Patterns.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

Mining Emerging Patterns Using Tree Structures or Tree Based Searches.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012
Continuous Detour Queries in Spatial Networks.
IEEE Trans. Knowl. Data Eng., 2012

Anatomical landmark localization in breast dynamic contrast-enhanced MR imaging.
Med. Biol. Engineering and Computing, 2012

Exploiting sparsity and low-rank structure for the recovery of multi-slice breast MRIs with reduced sampling error.
Med. Biol. Engineering and Computing, 2012

Automated Analysis of Retinal Vascular Tortuosity on Color Retinal Images.
J. Medical Systems, 2012

AIC and BIC based approaches for SVM parameter value estimation with RBF kernels.
Proceedings of the 4th Asian Conference on Machine Learning, 2012

Probabilistic Voronoi diagrams for probabilistic moving nearest neighbor queries.
Data Knowl. Eng., 2012

Tensor based sparse decomposition of 3D shape for visual detection of mirror symmetry.
Computer Methods and Programs in Biomedicine, 2012

Sentiment Analysis by Augmenting Expectation Maximisation with Lexical Knowledge.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

SeqiBloc: mining multi-time spanning blockmodels in dynamic graphs.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

A lesion shape and margin characterization method in dynamic contrast enhanced magnetic resonance imaging of breast.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Dependency-based Risk Evaluation for Robust Workflow Scheduling.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Privacy aware trajectory determination in road traffic networks.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

An adaptive algorithm for online time series segmentation with error bound guarantee.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

Lesion Segmentation in Dynamic Contrast Enhanced MRI of Breast.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Detection and Classification of Bifurcation and Branch Points on Retinal Vascular Network.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

On compressing weighted time-evolving graphs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Utilizing common substructures to speedup tensor factorization for mining dynamic graphs.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Spectral debugging: How much better can we do?
Proceedings of the Thirty-Fifth Australasian Computer Science Conference, 2012

2011
A model for spectra-based software diagnosis.
ACM Trans. Softw. Eng. Methodol., 2011

Multiresolution Web Link Analysis Using Generalized Link Relations.
IEEE Trans. Knowl. Data Eng., 2011

Handoff Optimization Using Hidden Markov Model.
IEEE Signal Process. Lett., 2011

Approximate pairwise clustering for large data sets via sampling plus extension.
Pattern Recognition, 2011

A call quality performance measure for handoff algorithms.
Int. J. Communication Systems, 2011

Probabilistic Voronoi Diagrams for Probabilistic Moving Nearest Neighbor Queries
CoRR, 2011

Retinal Image Matching Using Hierarchical Vascular Features.
Comp. Int. and Neurosc., 2011

The role of KL divergence in anomaly detection.
Proceedings of the SIGMETRICS 2011, 2011

An Effective Supervised Framework for Retinal Blood Vessel Segmentation Using Local Standardisation and Bagging.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

ScoreTree: A Decentralised Framework for Credibility Management of User-Generated Content.
Proceedings of the Distributed Applications and Interoperable Systems, 2011

An Automated Method for Retinal Image Matching using Vascular Features.
Proceedings of the BIOSIGNALS 2011, 2011

Retinal Vascular Network Model - An Automatic Approach.
Proceedings of the BIOSIGNALS 2011, 2011

A New and Efficient Vessel Segmentation Method from Color Retinal Images.
Proceedings of the BIOSIGNALS 2011, 2011

Accelerating Spatial Join Operations using Bit-Indices.
Proceedings of the Twenty-Second Australasian Database Conference, 2011

2010
Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning.
IEEE Trans. Knowl. Data Eng., 2010

Layered Approach Using Conditional Random Fields for Intrusion Detection.
IEEE Trans. Dependable Sec. Comput., 2010

Optimized algorithms for predictive range and KNN queries on moving objects.
Inf. Syst., 2010

Classifying proteins using gapped Markov feature pairs.
Neurocomputing, 2010

Breast-Cancer identification using HMM-fuzzy approach.
Comp. in Bio. and Med., 2010

A fast indexing approach for protein structure comparison.
BMC Bioinformatics, 2010

iVAT and aVAT: Enhanced Visual Analysis for Cluster Tendency Assessment.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Decentralisation of ScoreFinder: A Framework for Credibility Management on User-Generated Contents.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A Novel Scalable Multi-class ROC for Effective Visualization and Computation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Combining Real and Virtual Graphs to Enhance Data Clustering.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Mining distribution change in stock order streams.
Proceedings of the 26th International Conference on Data Engineering, 2010

ScoreFinder: A method for collaborative quality inference on user-generated content.
Proceedings of the 26th International Conference on Data Engineering, 2010

Contrast Pattern Mining and Its Application for Building Robust Classifiers.
Proceedings of the Discovery Science - 13th International Conference, 2010

Vessel Segmentation from Color Retinal Images with Varying Contrast and Central Reflex Properties.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Graph based strategies to role engineering.
Proceedings of the 6th Cyber Security and Information Intelligence Research Workshop, 2010

Effective Software Bug Localization Using Spectral Frequency Weighting Function.
Proceedings of the 34th Annual IEEE International Computer Software and Applications Conference, 2010

Statements versus Predicates in Spectral Bug Localization.
Proceedings of the 17th Asia Pacific Software Engineering Conference, 2010

Contrast Pattern Mining and Its Application for Building Robust Classifiers.
Proceedings of the Algorithmic Learning Theory, 21st International Conference, 2010

EP-based robust weighting scheme for fuzzy SVMs.
Proceedings of the Database Technologies 2010, 2010

Contrast pattern mining and its applications.
Proceedings of the Database Technologies 2010, 2010

Recursive partitioning method for trajectory indexing.
Proceedings of the Database Technologies 2010, 2010

2009
A Framework for Goal-Based Semantic Compensation in Agent Systems.
Proceedings of the Safety and Security in Multiagent Systems, 2009

Building more robust multi-agent systems using a log-based approach.
Web Intelligence and Agent Systems, 2009

Efficient storage and retrieval of probabilistic latent semantic information for information retrieval.
VLDB J., 2009

An analysis of latent semantic term self-correlation.
ACM Trans. Inf. Syst., 2009

Automatically Determining the Number of Clusters in Unlabeled Data Sets.
IEEE Trans. Knowl. Data Eng., 2009

Protecting SIP server from CPU-based DoS attacks using history-based IP filtering.
IEEE Communications Letters, 2009

Decentralized Traffic Management Strategies for Sensor-Enabled Cars
CoRR, 2009

Trust-based robust scheduling and runtime adaptation of scientific workflow.
Concurrency and Computation: Practice and Experience, 2009

A voting approach to identify a small number of highly predictive genes using multiple classifiers.
BMC Bioinformatics, 2009

Web Access Latency Reduction Using CRF-Based Predictive Caching.
Proceedings of the Web Information Systems and Mining, International Conference, 2009

Feature Weighted SVMs Using Receiver Operating Characteristics.
Proceedings of the SIAM International Conference on Data Mining, 2009

The Sensitivity of Latent Dirichlet Allocation for Information Retrieval.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Approximate Spectral Clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Event Based Simulator for Parallel Computing over the Wide Area Network for Real Time Visualization.
Proceedings of the Visual Informatics: Bridging Research and Practice, 2009

Robust traffic merging strategies for sensor-enabled cars using time geography.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Kernel latent semantic analysis using an information retrieval based kernel.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

A Novel Path-Based Clustering Algorithm Using Multi-dimensional Scaling.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

Reasoning intra-dependency in commitments for robust scheduling.
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Spectral Debugging with Weights and Incremental Ranking.
Proceedings of the 16th Asia-Pacific Software Engineering Conference, 2009

RoleVAT: Visual Assessment of Practical Need for Role Based Access Control.
Proceedings of the Twenty-Fifth Annual Computer Security Applications Conference, 2009

2008
Selective sampling for approximate clustering of very large data sets.
Int. J. Intell. Syst., 2008

PConPy - a Python module for generating 2D protein maps.
Bioinformatics, 2008

Error Correcting Output Coding-Based Conditional Random Fields for Web Page Prediction.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

The Effect of Weighted Term Frequencies on Probabilistic Latent Semantic Term Relationships.
Proceedings of the String Processing and Information Retrieval, 2008

User Session Modeling for Effective Application Intrusion Detection.
Proceedings of The IFIP TC-11 23rd International Information Security Conference, 2008

g-MARS: Protein Classification Using Gapped Markov Chains and Support Vector Machines.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

Improving k-Nearest Neighbour Classification with Distance Functions Based on Receiver Operating Characteristics.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Characteristic-Based Descriptors for Motion Sequence Recognition.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Query Expansion for the Language Modelling Framework Using the Naïve Bayes Assumption.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Analysis and enhancement of on-demand routing in wireless sensor networks.
Proceedings of the 3rd ACM Workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks, 2008

SpecVAT: Enhanced Visual Cluster Analysis.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Continuous Intersection Joins Over Moving Objects.
Proceedings of the 24th International Conference on Data Engineering, 2008

Robust Scheduling and Runtime Adaptation of Multi-agent Plan Execution.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Web Page Prediction Based on Conditional Random Fields.
Proceedings of the ECAI 2008, 2008

Moving shape dynamics: A signal processing perspective.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

The Efficient Maintenance of Access Roles with Role Hiding.
Proceedings of the 14th International Conference on Management of Data, 2008

Vessel Cross-Sectional Diameter Measurement on Color Retinal Image.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008

An Efficient Method for Vessel Width Measurement on Color Retinal Images.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Permission Set Mining: Discovering Practical and Useful Roles.
Proceedings of the Twenty-Fourth Annual Computer Security Applications Conference, 2008

2007
Information sharing for distributed intrusion detection systems.
J. Network and Computer Applications, 2007

An Innovative Master's Program in Distributed Computing.
IEEE Distributed Systems Online, 2007

Survey of network-based defense mechanisms countering the DoS and DDoS problems.
ACM Comput. Surv., 2007

Patterns Based Classifiers.
World Wide Web, 2007

Personalized PageRank for Web Page Prediction Based on Access Time-Length and Frequency.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Automatic Detection of Vascular Bifurcations and Crossovers from Color Retinal Fundus Images.
Proceedings of the Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007

Role engineering using graph optimisation.
Proceedings of the 12th ACM Symposium on Access Control Models and Technologies, 2007

Incorporating Fault Tolerance with Replication on Very Large Scale Grids.
Proceedings of the Eighth International Conference on Parallel and Distributed Computing, 2007

Query Expansion Using a Collection Dependent Probabilistic Latent Semantic Thesaurus.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Multiple Self-Splitting and Merging Competitive Learning Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Proactive traffic merging strategies for sensor-enabled cars.
Proceedings of the Fourth International Workshop on Vehicular Ad Hoc Networks, 2007

Hop-Count Monitoring: Detecting Sinkhole Attacks in Wireless Sensor Networks.
Proceedings of the 15th IEEE International Conference on Networks, 2007

The Curse of Ease of Access to the Internet.
Proceedings of the Information Systems Security, Third International Conference, 2007

Blood Vessel Segmentation from Color Retinal Images using Unsupervised Texture Classification.
Proceedings of the International Conference on Image Processing, 2007

Tensor Space Learning for Analyzing Activity Patterns from Video Sequences.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Utilizing BDI Features for Transactional Agent Execution.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007

Mining web multi-resolution community-based popularity for information retrieval.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

ARTS: agent-oriented robust transactional system.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

Conditional Random Fields for Intrusion Detection.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Fast Discovery and the Generalization of Strong Jumping Emerging Patterns for Building Compact and Accurate Classifiers.
IEEE Trans. Knowl. Data Eng., 2006

Using Emerging Patterns to Construct Weighted Decision Trees.
IEEE Trans. Knowl. Data Eng., 2006

Approximate clustering in very large relational data.
Int. J. Intell. Syst., 2006

A taxonomy of Data Grids for distributed data sharing, management, and processing.
ACM Comput. Surv., 2006

Lossy Bulk Synchronous Parallel Processing Model for Very Large Scale Grids
CoRR, 2006

Evaluation of handoff algorithms using a call quality measure with signal based penalties.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2006

Further Improving Emerging Pattern Based Classifiers Via Bagging.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Attacking Confidentiality: An Agent Based Approach.
Proceedings of the Intelligence and Security Informatics, 2006

A Logging-Based Approach for Building More Robust Multi-agent Systems.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

Computing Iceberg Quotient Cubes with Bounding.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

Structure-based querying of proteins using wavelets.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Approximate data mining in very large relational data.
Proceedings of the Database Technologies 2006, 2006

2005
Designing Robust Regression Models.
Proceedings of the Foundations of Data Mining and knowledge Discovery, 2005

A novel document retrieval method using the discrete wavelet transform.
ACM Trans. Inf. Syst., 2005

Incremental maintenance of shortest distance and transitive closure in first-order logic and SQL.
ACM Trans. Database Syst., 2005

A Novel Document Ranking Method Using the Discrete Cosine Transform.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Signal-based evaluation of handoff algorithms.
IEEE Communications Letters, 2005

A Taxonomy of Data Grids for Distributed Data Sharing, Management and Processing
CoRR, 2005

Mining Emerging Patterns and Classification in Data Streams.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Expanding the Training Data Space Using Emerging Patterns and Genetic Methods.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Improved Self-splitting Competitive Learning Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Exploiting Traffic Localities for Efficient Flow State Lookup.
Proceedings of the NETWORKING 2005: Networking Technologies, 2005

A weighting scheme based on emerging patterns for weighted support vector machines.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Broadening Vector Space Schemes for Improving the Quality of Information Retrieval.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004
Fourier Domain Scoring: A Novel Document Ranking Method.
IEEE Trans. Knowl. Data Eng., 2004

On the decidability of the termination problem of active database systems.
Theor. Comput. Sci., 2004

DeEPs: A New Instance-Based Lazy Discovery and Classification System.
Machine Learning, 2004

Incremental Maintenance on the Border of the Space of Emerging Patterns.
Data Min. Knowl. Discov., 2004

ParaDualMiner: An Efficient Parallel Implementation of the DualMiner Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Noise Tolerant Classification by Chi Emerging Patterns.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

The Application of Emerging Patterns for Improving the Quality of Rare-Class Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Proactively Detecting Distributed Denial of Service Attacks Using Source IP Address Monitoring.
Proceedings of the NETWORKING 2004, 2004

Automatic extraction of semantic concepts in medical images.
Proceedings of the 2004 International Conference on Image Processing, 2004

Hybrid Pre-Query Term Expansion using Latent Semantic Analysis.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Using Emerging Patterns and Decision Trees in Rare-Class Classification.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Managing Semantic Compensation in a Multi-agent System.
Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

Exploiting Maximal Emerging Patterns for Classification.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Spectral-Based Document Retrieval.
Proceedings of the Advances in Computer Science, 2004

2003
Machine learning in low-level microarray analysis.
SIGKDD Explorations, 2003

Efficiently Mining Interesting Emerging Patterns.
Proceedings of the Advances in Web-Age Information Management, 2003

Classification Using Constrained Emerging Patterns.
Proceedings of the Advances in Web-Age Information Management, 2003

A Fast Algorithm for Computing Hypergraph Transversals and its Application in Mining Emerging Patterns.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Protection from distributed denial of service attacks using history-based IP filtering.
Proceedings of IEEE International Conference on Communications, 2003

Detecting reflector attacks by sharing beliefs.
Proceedings of the Global Telecommunications Conference, 2003

Noise Tolerance of EP-Based Classifiers.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

Discovery of Emerging Patterns and Their Use in Classification.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

A Bayesian Approach to Use Emerging Patterns for Classification.
Proceedings of the Database Technologies 2003, 2003

Policies for Sharing Distributed Probabilistic Beliefs.
Proceedings of the Computer Science 2003, 2003

Detecting Distributed Denial of Service Attacks by Sharing Distributed Beliefs.
Proceedings of the Information Security and Privacy, 8th Australasian Conference, 2003

2002
A Novel Web Text Mining Method Using the Discrete Cosine Transform.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Long-Term Learning for Web Search Engines.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

Fast Algorithms for Mining Emerging Patterns.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002

An Efficient Single-Scan Algorithm for Mining Essential Jumping Emerging Patterns for Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

A probabilistic approach to detecting network scans.
Proceedings of the Management Solutions for the New Communications World, 2002

Adjusted Probabilistic Packet Marking for IP Traceback.
Proceedings of the NETWORKING 2002, 2002

Sparse Bayesian Learning for Regression and Classification using Markov Chain Monte Carlo.
Proceedings of the Machine Learning, 2002

Learning to Share Distributed Probabilistic Beliefs.
Proceedings of the Machine Learning, 2002

A new implementation technique for fast Spectral based document retrieval systems.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001
Making Use of the Most Expressive Jumping Emerging Patterns for Classification.
Knowl. Inf. Syst., 2001

Internet Document Filtering Using Fourier Domain Scoring.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Building Behaviour Knowledge Space to Make Classification Decision.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Combining the Strength of Pattern Frequency and Distance for Classification.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Transaction Oriented Computational Models for Multi-Agent Systems.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

2000
Instance-Based Classification by Emerging Patterns.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Making Use of the Most Expressive Jumping Emerging Patterns for Classification.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Information-Based Classification by Aggregating Emerging Patterns.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Emerging Patterns and Classification.
Proceedings of the Advances in Computing Science, 2000

Efficient Range Query Retrieval for Non-Uniform Data Distributions.
Proceedings of the Australasian Database Conference, 2000

1999
Extending the Unified Modeling Language to Support Spatiotemporal Applications.
Proceedings of the TOOLS Pacific 1999: 32nd International Conference on Technology of Object-Oriented Languages and Systems, 1999

Efficient Mining of High Confidience Association Rules without Support Thresholds.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Incremental FO(+, <) Maintenance of All-Pairs Shortest Paths for Undirected Graphs after Insertions and Deletions.
Proceedings of the Database Theory, 1999

Spatiotemporal Extensions to Unified Modeling Language.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

Efficient Partial-match Retrieval for Skewed Data Distributions.
Proceedings of the Database Systems 99, 1999

Generalising Minimal Marginal Increase to Cluster Records in Multi-dimensional Data Files.
Proceedings of the Database Systems 99, 1999

1998
Inverted Files Versus Signature Files for Text Indexing.
ACM Trans. Database Syst., 1998

Efficient Recursive Aggregation and Negation in Deductive Databases.
IEEE Trans. Knowl. Data Eng., 1998

An architecture for mobile BDI agents.
Proceedings of the 1998 ACM symposium on Applied Computing, 1998

Decidability and Undecidability Results for the Termination Problem of Active Database Rules.
Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1998

Classifying Inheritance Mechanisms in Concurrent Object Oriented Programming.
Proceedings of the ECOOP'98, 1998

1997
An Efficient Evaluation Technique for Non-Stratified Programs by Transformation to Explicitly Locally Stratified Programs.
Journal of Systems Integration, 1997

Optimal Clustering of Relations to Improve Sorting and Partitioning for Joins.
Comput. J., 1997

Analysis of Inheritance Mechanisms in Agent-Oriented Programming.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Structural Issues in Active Rule Systems.
Proceedings of the Database Theory, 1997

Abstract Interpretation of Active Rules and its Use in Termination Analysis.
Proceedings of the Database Theory, 1997

Maintaining Constrained Transitive Closure by Conjunctive Queries.
Proceedings of the Deductive and Object-Oriented Databases, 5th International Conference, 1997

Database Transactions in a Purely Declarative Logic Programming Language.
Proceedings of the Database Systems for Advanced Applications '97, 1997

Distributed Storage of Replicated Beliefs to Facilitate Recovery of Distributed Intelligent Agents.
Proceedings of the Intelligent Agents IV, 1997

1996
Join Algorithm Costs Revisited.
VLDB J., 1996

Guidelines for Presentation and Comparison of Indexing Techniques.
SIGMOD Record, 1996

Effective Clustering of Records for Fast Query Processing.
CODAS, 1996

Holding a Page: Enhanced Page Level Access Control for Database Systems.
Proceedings of the Proceeding Seventh Australasian Database Conference, 1996

1995
Atlas: A Nested Relational Database System for Text Applications.
IEEE Trans. Knowl. Data Eng., 1995

Active Databases and Agent Systems - A Comparison.
Proceedings of the Rules in Database Systems, Second International Workshop, 1995

ELS Programs and the Efficient Evaluation of Non-Stratified Programs by Transformation to ELS.
Proceedings of the Deductive and Object-Oriented Databases, 1995

Issues in Active Databases.
Proceedings of the Sixth Australasian Database Conference, 1995

1994
The Aditi Deductive Database System
VLDB J., 1994

An Introduction to Deductive Database Languages and Systems
VLDB J., 1994

Subsumption-Free Bottom-up Evaluation of Logic Programs with Partially Instantiated Data Structures.
Proceedings of the Advances in Database Technology, 1994

Design of a Concurrent Agent-Oriented Language.
Proceedings of the Intelligent Agents, 1994

A Deductive Database Solution to the Preferential Vote Counting Problem.
Proceedings of the Workshop on Deductive Databases and Logic Programming, 1994

Algebraic Equivalences Among Nested Relational Expressions.
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, November 29, 1994

Multiple Path Join for Nested Relational Databases.
Proceedings of the 5th Australasian Database Conference, 1994

Syntactically Recognizable Modularly Stratified Programs.
Proceedings of the 5th Australasian Database Conference, 1994

Using Optimized Multi-Attribute Hash Indexes for Hash Joins.
Proceedings of the 5th Australasian Database Conference, 1994

1993
Optimal Dynamic Multi-Attribute Hashing for Range Queries.
BIT, 1993

Status of the Aditi Deductive Database System.
Proceedings of the Logic Programming, 1993

Constraint Propagation for Linear Recursive Rules.
Proceedings of the Logic Programming, 1993

An Implementation Overview of the Aditi Deductive Database System.
DOOD, 1993

The Aditi Deductive Datebase System.
Proceedings of the Workshop on Programming with Logic Databases. In Conjunction with ILPS, 1993

An Aditi Implementation of a Flights Database.
Proceedings of the Workshop on Programming with Logic Databases. In Conjunction with ILPS, 1993

An Aditi Implementation of a Flights Database.
Proceedings of the Applications of Logic Databases, 1993

1992
Database Research at CITRI.
SIGMOD Record, 1992

Constraints for Query Optimization in Deductive Databases.
Future Databases, 1992

Representation and Translation of Queries in Heterogeneous Databases with Schematic Discrepancies.
Proceedings of the IFIP WG 2.6 Database Semantics Conference on Interoperable Database Systems (DS-5), 1992

1991
Efficient Bottom-UP Computation of Queries on Stratified Databases.
J. Log. Program., 1991

Design Overview of the Aditi Deductive Database System.
Proceedings of the Seventh International Conference on Data Engineering, 1991

The Aditi Deductive Database System (Extented Abstract).
Proceedings of the Database Systems for Advanced Applications '91, 1991

1990
A signature file scheme based on multiple organizations for indexing very large text databases.
JASIS, 1990

Multi-Attribute Hashing with Multiple File Copies for High Performance Partial-Match Retrieval.
BIT, 1990

Right-, left- and multi-linear rule transformations that maintain context information.
Proceedings of the 16th International Conference on Very Large Data Bases, 1990

Design Overview of the Aditi Deductive Database System.
Proceedings of the Workshop on Deductive Databases held in conjunction with the North American Conference on Logic Programming, 1990

1989
A Scalable Cache Coherence Mechanism Using a Selectively Clearable Cache Memory.
Australian Computer Journal, 1989

Propagating Constraints in Recusive Deduction Databases.
Proceedings of the Logic Programming, 1989

Partial -match retrieval for Dynamic Files using Linear Hashing with Partial Expansions.
Proceedings of the Foundations of Data Organization and Algorithms, 1989

Partial-match Retrieval using Multiple-Key Hashing with Multiple File Copies.
Proceedings of the International Symposium on Database Systems for Advanced Applications, 1989

Automatic Synthesis of Boolean Equations Using Programmable Array Logic.
Proceedings of the 26th ACM/IEEE Design Automation Conference, 1989

1988
A backtracking algorithm for the stream AND-parallel execution of logic programs.
International Journal of Parallel Programming, 1988

A Superimposed Coding Scheme Based on Multiple Block Descriptor Files for Indexing Very Large Data Bases.
Proceedings of the Fourteenth International Conference on Very Large Data Bases, August 29, 1988

A Stream AND-Parallel Execution Algorithm with Backtracking.
Proceedings of the Logic Programming, 1988

A Query Independent Method for Magic Set Computation on Stratified Databases.
FGCS, 1988

A Superjoin Algorithm for Deductive Databases.
Proceedings of the Foundations of Deductive Databases and Logic Programming, 1988

The NU-Prolog Deductive Database System.
Prolog and Databases, 1988

1987
Multikey Access Methods Based on Superimposed Coding Techniques.
ACM Trans. Database Syst., 1987

A Generalization of the Differential Approach to Recursive Query Evaluation.
J. Log. Program., 1987

The NU-Prolog Deductive Database System.
IEEE Data Eng. Bull., 1987

Answering Queries in Deductive Database Systems.
Proceedings of the Logic Programming, 1987

Concurrent Database Updates in PROLOG.
Proceedings of the Logic Programming, 1987

1986
A Superjoin Algorithm for Deductive Databases.
Proceedings of the VLDB'86 Twelfth International Conference on Very Large Data Bases, 1986

Paging Strategy for Prolog Based Dynamic Virtual Memory.
Proceedings of the 1986 Symposium on Logic Programming, 1986

A Superimposed Codeword Indexing Scheme for Very Large Prolog Databases.
Proceedings of the Third International Conference on Logic Programming, 1986

1985
Partial Match Retrieval Using Recursive Linear Hashing.
BIT, 1985

1984
Recursive Linear Hashing.
ACM Trans. Database Syst., 1984

1983
Partial-Match Retrieval Using Hashing and Descriptors.
ACM Trans. Database Syst., 1983

A two level superimposed coding scheme for partial match retrieval.
Inf. Syst., 1983

1982
Dynamic Hashing Schemes.
Comput. J., 1982

On Synchronizing Readers and Writers with Semaphores.
Comput. J., 1982

Partial Match Retrieval for Dynamic Files.
BIT, 1982

1981
Hardware Address Translation for Machines with a Large Virtual Memory.
Inf. Process. Lett., 1981

1979
On Implementing Semaphores with Sets.
Comput. J., 1979


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