Terran Lane

According to our database, Terran Lane authored at least 64 papers between 1998 and 2015.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2015

Transfer learning for Bayesian discovery of multiple Bayesian networks.

Diane Oyen, Terran Lane

Knowl. Inf. Syst., 2015

2014

High-order interactions observed in multi-task intrinsic networks are dominant indicators of aberrant brain function in schizophrenia.

Sergey M. Plis, Jing Sui, Terran Lane, Sushmita Roy, Vincent P. Clark, Vamsi K. Potluru, René J. Huster, Andrew Michael, Scott R. Sponheim, Michael P. Weisend, Vince D. Calhoun

NeuroImage, 2014

Malware Phylogenetics Based on the Multiview Graphical Lasso.

Blake Anderson, Terran Lane, Curtis Hash

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

2013

Bayesian Discovery of Multiple Bayesian Networks via Transfer Learning.

Diane Oyen, Terran Lane

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

TDCS guided using fMRI significantly accelerates learning to identify concealed objects.

Vincent P. Clark, Brian A. Coffman, Andy R. Mayer, Michael P. Weisend, Terran Lane, Vince D. Calhoun, Elaine M. Raybourn, Christopher M. Garcia, Eric M. Wassermann

NeuroImage, 2012

Towards a Biomolecular Learning Machine.

Matthew R. Lakin, Amanda J. Minnich, Terran Lane, Darko Stefanovic

Proceedings of the Unconventional Computation and Natural Computation, 2012

Smoothness and Structure Learning by Proxy .

Benjamin Yackley, Terran Lane

Proceedings of the 29th International Conference on Machine Learning, 2012

Multiple Kernel Learning Clustering with an Application to Malware.

Blake Anderson, Curtis B. Storlie, Terran Lane

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Improving malware classification: bridging the static/dynamic gap.

Blake Anderson, Curtis B. Storlie, Terran Lane

Proceedings of the 5th ACM Workshop on Security and Artificial Intelligence, 2012

Leveraging Domain Knowledge in Multitask Bayesian Network Structure Learning.

Diane Oyen, Terran Lane

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Correlated Noise: How it Breaks NMF, and What to Do About it.

Sergey M. Plis, Vamsi K. Potluru, Terran Lane, Vince D. Calhoun

J. Signal Process. Syst., 2011

Graph-based malware detection using dynamic analysis.

Blake Anderson, Daniel Quist, Joshua Neil, Curtis B. Storlie, Terran Lane

J. Comput. Virol., 2011

Directional Statistics on Permutations.

Sergey M. Plis, Stephen McCracken, Terran Lane, Vince D. Calhoun

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Effective connectivity analysis of fMRI and MEG data collected under identical paradigms.

Sergey M. Plis, Michael P. Weisend, Eswar Damaraju, Tom Eichele, Andy R. Mayer, Vincent P. Clark, Terran Lane, Vince D. Calhoun

Comput. Biol. Medicine, 2011

A multiple network learning approach to capture system-wide condition-specific responses.

Sushmita Roy, Margaret Werner-Washburne, Terran Lane

Bioinform., 2011

Active learning for node classification in assortative and disassortative networks.

Cristopher Moore, Xiaoran Yan, Yaojia Zhu, Jean-Baptiste Rouquier, Terran Lane

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Detecting Code Injection Attacks in Internet Explorer.

Blake Anderson, Daniel Quist, Terran Lane

Proceedings of the Workshop Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, 2011

The Importance of Selective Knowledge Transfer for Lifelong Learning.

Eric Eaton, Terran Lane

Proceedings of the Lifelong Learning, 2011

2010

MEG and fMRI fusion for nonlinear estimation of neural and BOLD signal changes.

Sergey M. Plis, Vince D. Calhoun, Tom Eichele, Michael P. Weisend, Terran Lane

Frontiers Neuroinformatics, 2010

Adaptive Parallel/Serial Sampling Mechanisms for Particle Filtering in Dynamic Bayesian Networks.

Eva Besada-Portas, Sergey M. Plis, Jesús Manuel de la Cruz, Terran Lane

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Permutations as Angular Data: Efficient Inference in Factorial Spaces.

Sergey M. Plis, Terran Lane, Vince D. Calhoun

Proceedings of the ICDM 2010, 2010

2009

A Framework for Multiple Kernel Support Vector Regression and Its Applications to siRNA Efficacy Prediction.

Shibin Qiu, Terran Lane

IEEE ACM Trans. Comput. Biol. Bioinform., 2009

Multiplicative updates For Non-Negative Kernel SVM

Vamsi K. Potluru, Sergey M. Plis, Morten Mørup, Vince D. Calhoun, Terran Lane

CoRR, 2009

Efficient Multiplicative Updates for Support Vector Machines.

Vamsi K. Potluru, Sergey M. Plis, Morten Mørup, Vincent D. Calhoun, Terran Lane

Proceedings of the SIAM International Conference on Data Mining, 2009

Inference of Functional Networks of Condition-Specific Response--A Case Study Of Quiescence In Yeast.

Sushmita Roy, Terran Lane, Margaret Werner-Washburne, Diego Martínez

Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009

Parallel Subspace Sampling for Particle Filtering in Dynamic Bayesian Networks.

Eva Besada-Portas, Sergey M. Plis, Jesús Manuel de la Cruz, Terran Lane

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Learning structurally consistent undirected probabilistic graphical models.

Sushmita Roy, Terran Lane, Margaret Werner-Washburne

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Hybrid ICA-Bayesian network approach reveals distinct effective connectivity differences in schizophrenia.

D. Kim, John Burge, Terran Lane, Godfrey D. Pearlson, Kent A. Kiehl, Vincent D. Calhoun

NeuroImage, 2008

siRNA silencing efficacy prediction using the RNA string kernel.

Shibin Qiu, Terran Lane

Int. J. Comput. Biol. Drug Des., 2008

A system for generating transcription regulatory networks with combinatorial control of transcription.

Sushmita Roy, Margaret Werner-Washburne, Terran Lane

Bioinform., 2008

Modeling Transfer Relationships Between Learning Tasks for Improved Inductive Transfer.

Eric Eaton, Marie desJardins, Terran Lane

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Bayesian Network Score Approximation using a Metagraph Kernel.

Benjamin Yackley, Eduardo Corona, Terran Lane

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Multiple Kernel Support Vector Regression for siRNA Efficacy Prediction.

Shibin Qiu, Terran Lane

Proceedings of the Bioinformatics Research and Applications, 2008

Multiple-Instance Regression with Structured Data.

Kiri L. Wagstaff, Terran Lane, Alex Roper

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Efficient search algorithms for RNAi target detection.

Shibin Qiu, Terran Lane, Cundong Yang

J. Supercomput., 2007

Approximation Algorithms for Orienteering and Discounted-Reward TSP.

Avrim Blum, Shuchi Chawla, David R. Karger, Terran Lane, Adam Meyerson, Maria Minkoff

SIAM J. Comput., 2007

Report on the SIGART Doctoral Consortium.

Kiri L. Wagstaff, Terran Lane

AI Mag., 2007

Shrinkage Estimator for Bayesian Network Parameters.

John Burge, Terran Lane

Proceedings of the Machine Learning: ECML 2007, 2007

The RNA String Kernel for siRNA Efficacy Prediction.

Shibin Qiu, Terran Lane

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Reinforcement Learning in Nonstationary Environment Navigation Tasks.

Terran Lane, Martin Ridens, Scott Stevens

Proceedings of the Advances in Artificial Intelligence, 2007

Integrative Construction and Analysis of Condition-specific Biological Networks.

Sushmita Roy, Terran Lane, Margaret Werner-Washburne

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

A Randomized String Kernel and Its Application to RNA Interference.

Shibin Qiu, Terran Lane, Ljubomir J. Buturovic

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

On the medical frontier: the 2006 KDD Cup competition and results.

Terran Lane, R. Bharat Rao, Jinbo Bi, Jianming Liang, Marcos Salganicoff

SIGKDD Explor., 2006

A Hidden-State Markov Model for Cell Population Deconvolution.

Sushmita Roy, Terran Lane, Christopher P. Allen, Anthony D. Aragon, Margaret Werner-Washburne

J. Comput. Biol., 2006

RNA string kernels for RNAi off-target evaluation.

Shibin Qiu, Terran Lane

Int. J. Bioinform. Res. Appl., 2006

Phase Transitions in Gene Knockdown Networks of Transitive RNAi.

Shibin Qiu, Terran Lane

Proceedings of the Computational Science, 2006

Efficient Target Detection for RNA Interference.

Shibin Qiu, Cundong Yang, Terran Lane

Proceedings of the Advances in Grid and Pervasive Computing, 2006

Improving Bayesian Network Structure Search with Random Variable Aggregation Hierarchies.

John Burge, Terran Lane

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Data mining methods for anomaly detection KDD-2005 workshop report.

Dragos D. Margineantu, Stephen Bay, Philip Chan, Terran Lane

SIGKDD Explor., 2005

Parameters Affecting the Resilience of Scale-Free Networks to Random Failures

Hamilton Link, Randall A. LaViolette, Jared Saia, Terran Lane

CoRR, 2005

The Impact of Social Networks on Multi-Agent Recommender Systems

Hamilton Link, Jared Saia, Terran Lane, Randall A. LaViolette

CoRR, 2005

Efficient RNAi-based gene family knockdown via set cover optimization.

Wenzhong Zhao, M. Leigh Fanning, Terran Lane

Artif. Intell. Medicine, 2005

Parallel Computation of RBF Kernels for Support Vector Classifiers.

Shibin Qiu, Terran Lane

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

siRNA off-target search: a hybrid q-gram based filtering approach.

Wenzhong Zhao, Terran Lane

Proceedings of the 5th international workshop on Bioinformatics, 2005

A datamining approach to cell population deconvolution from gene expressions using particle filters.

Sushmita Roy, Terran Lane, Margaret Werner-Washburne

Proceedings of the 5th international workshop on Bioinformatics, 2005

Learning class-discriminative dynamic Bayesian networks.

John Burge, Terran Lane

Proceedings of the Machine Learning, 2005

String Kernels of Imperfect Matches for Off-target Detection in RNA Interference.

Shibin Qiu, Terran Lane

Proceedings of the Computational Science, 2005

Toward a Topological Theory of Relational Reinforcement Learning for Navigation Tasks.

Terran Lane, Andrew Wilson

Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

2003

An Empirical Study of Two Approaches to Sequence Learning for Anomaly Detection.

Terran Lane, Carla E. Brodley

Mach. Learn., 2003

2002

Nearly Deterministic Abstractions of Markov Decision Processes.

Terran Lane, Leslie Pack Kaelbling

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

Approaches to macro decompositions of large Markov decision process planning problems.

Terran Lane, Leslie Pack Kaelbling

Proceedings of the Mobile Robots XVI, Boston, 2001

2000

Data Reduction Techniques for Instance-Based Learning from Human/Computer Interface Data.

Terran Lane, Carla E. Brodley

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1999

Temporal Sequence Learning and Data Reduction for Anomaly Detection.

Terran Lane, Carla E. Brodley

ACM Trans. Inf. Syst. Secur., 1999

1998

Approaches to Online Learning and Concept Drift for User Identification in Computer Security.

Terran Lane, Carla E. Brodley

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998