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ORCIDBibTeX records: Russell Greiner
@article{DBLP:journals/corr/abs-2403-16233,
author = {Amit K. Chakraborty and
Shan Gao and
Reza Miry and
Pouria Ramazi and
Russell Greiner and
Mark A. Lewis and
Hao Wang},
title = {An early warning indicator trained on stochastic disease-spreading
models with different noises},
journal = {CoRR},
volume = {abs/2403.16233},
year = {2024}
}
@article{DBLP:journals/npjdm/SunKSSNBEGHMSK23,
author = {Weijie Sun and
Sunil Vasu Kalmady and
Nariman Sepehrvand and
Amir Salimi and
Yousef Nademi and
Kevin Bainey and
Justin A. Ezekowitz and
Russell Greiner and
Abram Hindle and
Finlay A. McAlister and
Roopinder K. Sandhu and
Padma Kaul},
title = {Towards artificial intelligence-based learning health system for population-level
mortality prediction using electrocardiograms},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023}
}
@article{DBLP:journals/tbe/QiKVXSG23,
author = {Shiang Qi and
Neeraj Kumar and
Ruchika Verma and
Jian{-}Yi Xu and
Grace Shen{-}Tu and
Russell Greiner},
title = {Using Bayesian Neural Networks to Select Features and Compute Credible
Intervals for Personalized Survival Prediction},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {70},
number = {12},
pages = {3389--3400},
year = {2023}
}
@inproceedings{DBLP:conf/icassp/ShahQWFTSGPK23,
author = {Zehra Shah and
Shiang Qi and
Fei Wang and
Mahtab Farrokh and
Mashrura Tasnim and
Eleni Stroulia and
Russell Greiner and
Manos Plitsis and
Athanasios Katsamanis},
title = {Exploring Language-Agnostic Speech Representations Using Domain Knowledge
for Detecting Alzheimer's Dementia},
booktitle = {{ICASSP}},
pages = {1--2},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icml/QiKFSKRHG23,
author = {Shiang Qi and
Neeraj Kumar and
Mahtab Farrokh and
Weijie Sun and
Li{-}Hao Kuan and
Rajesh Ranganath and
Ricardo Henao and
Russell Greiner},
title = {An Effective Meaningful Way to Evaluate Survival Models},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28244--28276},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/micad/SoltanpourYGBB23,
author = {Mohsen Soltanpour and
Muhammad Yousefnezhad and
Russ Greiner and
Pierre Boulanger and
Brian Buck},
title = {Using temporal {GAN} to translate the current {CTP} scan to follow-up
MRI, for predicting final acute ischemic stroke lesions},
booktitle = {Medical Imaging: Computer-Aided Diagnosis},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023}
}
@inproceedings{DBLP:conf/ml4h/NademiK0QHKG23,
author = {Yousef Nademi and
Sunil Vasu Kalmady and
Weijie Sun and
Shiang Qi and
Abram Hindle and
Padma Kaul and
Russell Greiner},
title = {Supervised Electrocardiogram(ECG) Features Outperform Knowledge-based
And Unsupervised Features In Individualized Survival Prediction},
booktitle = {ML4H@NeurIPS},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {368--384},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/sipaim/NademiKSSHKG23,
author = {Yousef Nademi and
Sunil Vasu Kalmady and
Weijie Sun and
Amir Salimi and
Abram Hindle and
Padma Kaul and
Russell Greiner},
title = {Generative Data by {\(\beta\)}-Variational Autoencoders Help Build
Stronger Classifiers: {ECG} Use Case},
booktitle = {{SIPAIM}},
pages = {1--7},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/uai/FoomaniCGK23,
author = {Ali Hossein Gharari Foomani and
Michael Cooper and
Russell Greiner and
Rahul G. Krishnan},
title = {Copula-based deep survival models for dependent censoring},
booktitle = {{UAI}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {669--680},
publisher = {{PMLR}},
year = {2023}
}
@article{DBLP:journals/corr/abs-2302-04829,
author = {Roberto Vega and
Zehra Shah and
Pouria Ramazi and
Russell Greiner},
title = {Modeling and Forecasting {COVID-19} Cases using Latent Subpopulations},
journal = {CoRR},
volume = {abs/2302.04829},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-18033,
author = {Philippe Weitz and
Masi Valkonen and
Leslie Solorzano and
Circe Carr and
Kimmo Kartasalo and
Constance Boissin and
Sonja Koivukoski and
Aino Kuusela and
Dusan Rasic and
Yanbo Feng and
Sandra Kristiane Sinius Pouplier and
Abhinav Sharma and
Kajsa Ledesma Eriksson and
Stephanie Robertson and
Christian Marzahl and
Chandler D. Gatenbee and
Alexander R. A. Anderson and
Marek Wodzinski and
Artur Jurgas and
Niccol{\`{o}} Marini and
Manfredo Atzori and
Henning M{\"{u}}ller and
Daniel Budelmann and
Nick Weiss and
Stefan Heldmann and
Johannes Lotz and
Jelmer M. Wolterink and
Bruno De Santi and
Abhijeet Patil and
Amit Sethi and
Satoshi Kondo and
Satoshi Kasai and
Kousuke Hirasawa and
Mahtab Farrokh and
Neeraj Kumar and
Russell Greiner and
Leena Latonen and
Anne{-}Vibeke Laenkholm and
Johan Hartman and
Pekka Ruusuvuori and
Mattias Rantalainen},
title = {The {ACROBAT} 2022 Challenge: Automatic Registration Of Breast Cancer
Tissue},
journal = {CoRR},
volume = {abs/2305.18033},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-01196,
author = {Shiang Qi and
Neeraj Kumar and
Mahtab Farrokh and
Weijie Sun and
Li{-}Hao Kuan and
Rajesh Ranganath and
Ricardo Henao and
Russell Greiner},
title = {An Effective Meaningful Way to Evaluate Survival Models},
journal = {CoRR},
volume = {abs/2306.01196},
year = {2023}
}
@article{DBLP:journals/corr/abs-2306-11912,
author = {Ali Hossein Gharari Foomani and
Michael Cooper and
Russell Greiner and
Rahul G. Krishnan},
title = {Copula-Based Deep Survival Models for Dependent Censoring},
journal = {CoRR},
volume = {abs/2306.11912},
year = {2023}
}
@article{DBLP:journals/fini/PandaKG22,
author = {Rohan Panda and
Sunil Vasu Kalmady and
Russell Greiner},
title = {Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects:
{A} Comparative Study},
journal = {Frontiers Neuroinformatics},
volume = {16},
pages = {805117},
year = {2022}
}
@article{DBLP:journals/fini/YousefnezhadZGG22,
author = {Muhammad Yousefnezhad and
Daoqiang Zhang and
Andrew J. Greenshaw and
Russell Greiner},
title = {Editorial: Multi-site neuroimage analysis: Domain adaptation and batch
effects},
journal = {Frontiers Neuroinformatics},
volume = {16},
year = {2022}
}
@article{DBLP:journals/nar/WishartGOWAPDST22,
author = {David S. Wishart and
Anchi Guo and
Eponine Oler and
Fei Wang and
Afia Anjum and
Harrison Peters and
Raynard Dizon and
Zinat Sayeeda and
Siyang Tian and
Brian L. Lee and
Mark V. Berjanskii and
Robert Mah and
Mai Yamamoto and
Juan Jovel and
Claudia Torres{-}Calzada and
Mickel Hiebert{-}Giesbrecht and
Vicki W. Lui and
Dorna Varshavi and
Dorsa Varshavi and
Dana Allen and
David Arndt and
Nitya Khetarpal and
Aadhavya Sivakumaran and
Karxena Harford and
Selena Sanford and
Kristen Yee and
Xuan Cao and
Zachary Budinski and
Jaanus Liigand and
Lun Zhang and
Jiamin Zheng and
Rupasri Mandal and
Naama Karu and
Maija Dambrova and
Helgi B. Schi{\"{o}}th and
Russell Greiner and
Vasuk Gautam},
title = {{HMDB} 5.0: the Human Metabolome Database for 2022},
journal = {Nucleic Acids Res.},
volume = {50},
number = {{D1}},
pages = {622--631},
year = {2022}
}
@article{DBLP:journals/nar/WishartTAOPLGFG22,
author = {David S. Wishart and
Siyang Tian and
Dana Allen and
Eponine Oler and
Harrison Peters and
Vicki W. Lui and
Vasuk Gautam and
Yannick Djoumbou Feunang and
Russell Greiner and
Thomas O. Metz},
title = {BioTransformer 3.0 - a web server for accurately predicting metabolic
transformation products},
journal = {Nucleic Acids Res.},
volume = {50},
number = {{W1}},
pages = {115--123},
year = {2022}
}
@article{DBLP:journals/nar/WangATOGGMW22,
author = {Fei Wang and
Dana Allen and
Siyang Tian and
Eponine Oler and
Vasuk Gautam and
Russell Greiner and
Thomas O. Metz and
David S. Wishart},
title = {{CFM-ID} 4.0 - a web server for accurate MS-based metabolite identification},
journal = {Nucleic Acids Res.},
volume = {50},
number = {{W1}},
pages = {165--174},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-05282,
author = {Roberto Vega and
Russell Greiner},
title = {Domain-shift adaptation via linear transformations},
journal = {CoRR},
volume = {abs/2201.05282},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-06291,
author = {Weijie Sun and
Sunil Vasu Kalmady and
Amir Salimi and
Nariman Sepehrvand and
Eric Ly and
Abram Hindle and
Russell Greiner and
Padma Kaul},
title = {{ECG} for high-throughput screening of multiple diseases: Proof-of-concept
using multi-diagnosis deep learning from population-based datasets},
journal = {CoRR},
volume = {abs/2210.06291},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-09068,
author = {Mohsen Soltanpour and
Muhammad Yousefnezhad and
Russ Greiner and
Pierre Boulanger and
Brian Buck},
title = {Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian
Process (iTDGP)},
journal = {CoRR},
volume = {abs/2211.09068},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-10431,
author = {Weijie Sun and
Sunil Vasu Kalmady and
Nariman Sepehrvand and
Luan Manh Chu and
Zihan Wang and
Amir Salimi and
Abram Hindle and
Russell Greiner and
Padma Kaul},
title = {Improving ECG-based {COVID-19} diagnosis and mortality predictions
using pre-pandemic medical records at population-scale},
journal = {CoRR},
volume = {abs/2211.10431},
year = {2022}
}
@article{DBLP:journals/aeog/LongRSGHJ21,
author = {Yaqian Long and
Benoit Rivard and
Arturo Sanchez{-}Azofeifa and
Russell Greiner and
Dominica Harrison and
Sen Jia},
title = {Identification of spectral features in the longwave infrared {(LWIR)}
spectra of leaves for the discrimination of tropical dry forest tree
species},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {97},
pages = {102286},
year = {2021}
}
@article{DBLP:journals/cbm/SoltanpourGBB21,
author = {Mohsen Soltanpour and
Russ Greiner and
Pierre Boulanger and
Brian Buck},
title = {Improvement of automatic ischemic stroke lesion segmentation in {CT}
perfusion maps using a learned deep neural network},
journal = {Comput. Biol. Medicine},
volume = {137},
pages = {104849},
year = {2021}
}
@article{DBLP:journals/fcomp/ShahSTQSG21,
author = {Zehra Shah and
Jeffrey Sawalha and
Mashrura Tasnim and
Shiang Qi and
Eleni Stroulia and
Russell Greiner},
title = {Learning Language and Acoustic Models for Identifying Alzheimer's
Dementia From Speech},
journal = {Frontiers Comput. Sci.},
volume = {3},
pages = {624659},
year = {2021}
}
@article{DBLP:journals/hij/BorleRG21,
author = {Neil C. Borle and
Edmond A. Ryan and
Russell Greiner},
title = {The challenge of predicting blood glucose concentration changes in
patients with type {I} diabetes},
journal = {Health Informatics J.},
volume = {27},
number = {1},
pages = {146045822097758},
year = {2021}
}
@article{DBLP:journals/jcisd/TianCGLGW21,
author = {Siyang Tian and
Xuan Cao and
Russell Greiner and
Carin Li and
Anchi Guo and
David S. Wishart},
title = {CyProduct: {A} Software Tool for Accurately Predicting the Byproducts
of Human Cytochrome {P450} Metabolism},
journal = {J. Chem. Inf. Model.},
volume = {61},
number = {6},
pages = {3128--3140},
year = {2021}
}
@article{DBLP:journals/natmi/SkinniderWPGFDW21,
author = {Michael A. Skinnider and
Fei Wang and
Daniel Pasin and
Russell Greiner and
Leonard J. Foster and
Petur W. Dalsgaard and
David S. Wishart},
title = {A deep generative model enables automated structure elucidation of
novel psychoactive substances},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {11},
pages = {973--984},
year = {2021}
}
@inproceedings{DBLP:conf/aistats/VegaGZQHKJG21,
author = {Roberto Vega and
Pouneh Gorji and
Zichen Zhang and
Xuebin Qin and
Abhilash Rakkunedeth Hareendranathan and
Jeevesh Kapur and
Jacob L. Jaremko and
Russell Greiner},
title = {Sample efficient learning of image-based diagnostic classifiers via
probabilistic labels},
booktitle = {{AISTATS}},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {739--747},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/spaca/GreinerKGS21,
author = {Russell Greiner and
Neeraj Kumar and
Thomas Alexander Gerds and
Mihaela van der Schaar},
title = {Preface: {AAAI} Spring Symposium on Survival Prediction - Algorithms,
Challenges, and Applications 2021},
booktitle = {{SPACA}},
series = {Proceedings of Machine Learning Research},
volume = {146},
pages = {1--2},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/spaca/KalmadySEFHSGK21,
author = {Sunil Vasu Kalmady and
Weijie Sun and
Justin A. Ezekowitz and
Nowell Fine and
Jonathan Howlett and
Anamaria Savu and
Russ Greiner and
Padma Kaul},
title = {Improving the Calibration of Long Term Predictions of Heart Failure
Rehospitalizations using Medical Concept Embedding},
booktitle = {{SPACA}},
series = {Proceedings of Machine Learning Research},
volume = {146},
pages = {70--82},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/spaca/KuanG21,
author = {Li{-}Hao Kuan and
Russell Greiner},
title = {Finding Relevant Features for Different Times in Survival Prediction
by Discrete Hazard Bayesian Network},
booktitle = {{SPACA}},
series = {Proceedings of Machine Learning Research},
volume = {146},
pages = {240--251},
publisher = {{PMLR}},
year = {2021}
}
@proceedings{DBLP:conf/spaca/2021,
editor = {Russell Greiner and
Neeraj Kumar and
Thomas Alexander Gerds and
Mihaela van der Schaar},
title = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms,
Challenges and Applications, {SPACA} 2021, Stanford University, Palo
Alto, CA, USA, March 22-24, 2021},
series = {Proceedings of Machine Learning Research},
volume = {146},
publisher = {{PMLR}},
year = {2021}
}
@article{DBLP:journals/corr/abs-2102-06164,
author = {Roberto Vega and
Pouneh Gorji and
Zichen Zhang and
Xuebin Qin and
Abhilash Rakkunedeth Hareendranathan and
Jeevesh Kapur and
Jacob L. Jaremko and
Russell Greiner},
title = {Sample Efficient Learning of Image-Based Diagnostic Classifiers Using
Probabilistic Labels},
journal = {CoRR},
volume = {abs/2102.06164},
year = {2021}
}
@article{DBLP:journals/corr/abs-2106-01590,
author = {Roberto Vega and
Leonardo Flores and
Russell Greiner},
title = {{SIMLR:} Machine Learning inside the {SIR} model for {COVID-19} Forecasting},
journal = {CoRR},
volume = {abs/2106.01590},
year = {2021}
}
@article{DBLP:journals/corr/abs-2111-06486,
author = {Negar Hassanpour and
Russell Greiner},
title = {Variational Auto-Encoder Architectures that Excel at Causal Inference},
journal = {CoRR},
volume = {abs/2111.06486},
year = {2021}
}
@article{DBLP:journals/jmlr/HaiderHDG20,
author = {Humza Haider and
Bret Hoehn and
Sarah Davis and
Russell Greiner},
title = {Effective Ways to Build and Evaluate Individual Survival Distributions},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {85:1--85:63},
year = {2020}
}
@inproceedings{DBLP:conf/iclr/HassanpourG20,
author = {Negar Hassanpour and
Russell Greiner},
title = {Learning Disentangled Representations for CounterFactual Regression},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2020}
}
@inproceedings{DBLP:conf/icml/WenGS20,
author = {Junfeng Wen and
Russell Greiner and
Dale Schuurmans},
title = {Domain Aggregation Networks for Multi-Source Domain Adaptation},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10214--10224},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/nips/YousefnezhadSZG20,
author = {Muhammad Yousefnezhad and
Alessandro Selvitella and
Daoqiang Zhang and
Andrew J. Greenshaw and
Russell Greiner},
title = {Shared Space Transfer Learning for analyzing multi-site fMRI data},
booktitle = {NeurIPS},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-15594,
author = {Muhammad Yousefnezhad and
Alessandro Selvitella and
Daoqiang Zhang and
Andrew J. Greenshaw and
Russell Greiner},
title = {Shared Space Transfer Learning for analyzing multi-site fMRI data},
journal = {CoRR},
volume = {abs/2010.15594},
year = {2020}
}
@article{DBLP:journals/aires/GhoreishiamiriL19,
author = {Reyhaneh Ghoreishiamiri and
Graham Little and
Matthew R. G. Brown and
Russell Greiner},
title = {A simple classification framework for predicting Alzheimer's disease
from region-based grey matter volume and {APOE} genotype status},
journal = {Artif. Intell. Res.},
volume = {8},
number = {2},
pages = {15},
year = {2019}
}
@article{DBLP:journals/jcheminf/FeunangFGGMW19,
author = {Yannick Djoumbou Feunang and
Jarlei Fiamoncini and
Alberto Gil{-}de{-}la{-}Fuente and
Russell Greiner and
Claudine Manach and
David S. Wishart},
title = {BioTransformer: a comprehensive computational tool for small molecule
metabolism prediction and metabolite identification},
journal = {J. Cheminformatics},
volume = {11},
number = {1},
pages = {2:1--2:25},
year = {2019}
}
@article{DBLP:journals/npl/TomczakZRG19,
author = {Jakub M. Tomczak and
Szymon Zareba and
Siamak Ravanbakhsh and
Russell Greiner},
title = {Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann
Machines},
journal = {Neural Process. Lett.},
volume = {50},
number = {2},
pages = {1401--1419},
year = {2019}
}
@inproceedings{DBLP:conf/bibe/SoltanpourGBB19,
author = {Mohsen Soltanpour and
Russell Greiner and
Pierre Boulanger and
Brian Buck},
title = {Ischemic Stroke Lesion Prediction in {CT} Perfusion Scans Using Multiple
Parallel U-Nets Following by a Pixel-Level Classifier},
booktitle = {{BIBE}},
pages = {957--963},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/ijcai/HassanpourG19,
author = {Negar Hassanpour and
Russell Greiner},
title = {CounterFactual Regression with Importance Sampling Weights},
booktitle = {{IJCAI}},
pages = {5880--5887},
publisher = {ijcai.org},
year = {2019}
}
@inproceedings{DBLP:conf/ijcai/SokotaDJHG19,
author = {Samuel Sokota and
Ryan D'Orazio and
Khurram Javed and
Humza Haider and
Russell Greiner},
title = {Simultaneous Prediction Intervals for Patient-Specific Survival Curves},
booktitle = {{IJCAI}},
pages = {5975--5981},
publisher = {ijcai.org},
year = {2019}
}
@inproceedings{DBLP:conf/nips/AminmansourPLPM19,
author = {Farzane Aminmansour and
Andrew Patterson and
Lei Le and
Yisu Peng and
Daniel Mitchell and
Franco Pestilli and
Cesar F. Caiafa and
Russell Greiner and
Martha White},
title = {Learning Macroscopic Brain Connectomes via Group-Sparse Factorization},
booktitle = {NeurIPS},
pages = {8847--8857},
year = {2019}
}
@article{DBLP:journals/corr/abs-1903-10536,
author = {Luke N. Kumar and
Russell Greiner},
title = {Gene Expression based Survival Prediction for Cancer Patients: {A}
Topic Modeling Approach},
journal = {CoRR},
volume = {abs/1903.10536},
year = {2019}
}
@article{DBLP:journals/corr/abs-1903-12347,
author = {Neil C. Borle and
Edmond A. Ryan and
Russell Greiner},
title = {The Challenge of Predicting Meal-to-meal Blood Glucose Concentrations
for Patients with Type {I} Diabetes},
journal = {CoRR},
volume = {abs/1903.12347},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-10780,
author = {Samuel Sokota and
Ryan D'Orazio and
Khurram Javed and
Humza Haider and
Russell Greiner},
title = {Simultaneous Prediction Intervals for Patient-Specific Survival Curves},
journal = {CoRR},
volume = {abs/1906.10780},
year = {2019}
}
@article{DBLP:journals/corr/abs-1908-09251,
author = {Seyedeh Sepideh Emam and
Amy X. Du and
Philip Surmanowicz and
Simon F. Thomsen and
Russ Greiner and
Robert Gniadecki},
title = {Predicting the Long-Term Outcomes of Biologics in Psoriasis Patients
Using Machine Learning},
journal = {CoRR},
volume = {abs/1908.09251},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-05352,
author = {Junfeng Wen and
Russell Greiner and
Dale Schuurmans},
title = {Domain Aggregation Networks for Multi-Source Domain Adaptation},
journal = {CoRR},
volume = {abs/1909.05352},
year = {2019}
}
@article{DBLP:journals/corr/abs-1912-09040,
author = {Zichen Zhang and
Qingfeng Lan and
Lei Ding and
Yue Wang and
Negar Hassanpour and
Russell Greiner},
title = {Reducing Selection Bias in Counterfactual Reasoning for Individual
Treatment Effects Estimation},
journal = {CoRR},
volume = {abs/1912.09040},
year = {2019}
}
@article{DBLP:journals/ese/BorleFSGH18,
author = {Neil C. Borle and
Meysam Feghhi and
Eleni Stroulia and
Russell Greiner and
Abram Hindle},
title = {Analyzing the effects of test driven development in GitHub},
journal = {Empir. Softw. Eng.},
volume = {23},
number = {4},
pages = {1931--1958},
year = {2018}
}
@article{DBLP:journals/jcisd/TianFGW18,
author = {Siyang Tian and
Yannick Djoumbou Feunang and
Russell Greiner and
David S. Wishart},
title = {CypReact: {A} Software Tool for in Silico Reactant Prediction for
Human Cytochrome {P450} Enzymes},
journal = {J. Chem. Inf. Model.},
volume = {58},
number = {6},
pages = {1282--1291},
year = {2018}
}
@inproceedings{DBLP:conf/ai/HassanpourG18,
author = {Negar Hassanpour and
Russell Greiner},
title = {A Novel Evaluation Methodology for Assessing Off-Policy Learning Methods
in Contextual Bandits},
booktitle = {Canadian {AI}},
series = {Lecture Notes in Computer Science},
volume = {10832},
pages = {31--44},
publisher = {Springer},
year = {2018}
}
@inproceedings{DBLP:conf/icse/BorleFSGH18,
author = {Neil C. Borle and
Meysam Feghhi and
Eleni Stroulia and
Russell Greiner and
Abram Hindle},
title = {Analyzing the effects of test driven development in GitHub},
booktitle = {{ICSE}},
pages = {1062},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/miccai/VegaG18,
author = {Roberto Vega and
Russell Greiner},
title = {Finding Effective Ways to (Machine) Learn fMRI-Based Classifiers from
Multi-site Data},
booktitle = {MLCN/DLF/iMIMIC@MICCAI},
series = {Lecture Notes in Computer Science},
volume = {11038},
pages = {32--39},
publisher = {Springer},
year = {2018}
}
@article{DBLP:journals/corr/abs-1811-11347,
author = {Humza Haider and
Bret Hoehn and
Sarah Davis and
Russell Greiner},
title = {Effective Ways to Build and Evaluate Individual Survival Distributions},
journal = {CoRR},
volume = {abs/1811.11347},
year = {2018}
}
@article{DBLP:journals/aires/VegaSMKPGSA17,
author = {Roberto Vega and
Touqir Sajed and
Kory Wallace Mathewson and
Kriti Khare and
Patrick M. Pilarski and
Russell Greiner and
Gildardo S{\'{a}}nchez{-}Ante and
Javier Mauricio Antelis},
title = {Assessment of feature selection and classification methods for recognizing
motor imagery tasks from electroencephalographic signals},
journal = {Artif. Intell. Res.},
volume = {6},
number = {1},
pages = {37--51},
year = {2017}
}
@article{DBLP:journals/smr/AggarwalTRHSG17,
author = {Karan Aggarwal and
Finbarr Timbers and
Tanner Rutgers and
Abram Hindle and
Eleni Stroulia and
Russell Greiner},
title = {Detecting duplicate bug reports with software engineering domain knowledge},
journal = {J. Softw. Evol. Process.},
volume = {29},
number = {3},
year = {2017}
}
@inproceedings{DBLP:conf/icsm/RomanskyBCHG17,
author = {Stephen Romansky and
Neil C. Borle and
Shaiful Alam Chowdhury and
Abram Hindle and
Russell Greiner},
title = {Deep Green: Modelling Time-Series of Software Energy Consumption},
booktitle = {{ICSME}},
pages = {273--283},
publisher = {{IEEE} Computer Society},
year = {2017}
}
@inproceedings{DBLP:conf/mibam/GheiratmandRCBG17,
author = {Mina Gheiratmand and
Irina Rish and
Guillermo A. Cecchi and
Matthew R. G. Brown and
Russell Greiner and
Pouya Bashivan and
Pablo Polosecki and
Serdar M. Dursun},
title = {Learning discriminative functional network features of schizophrenia},
booktitle = {Medical Imaging: Biomedical Applications in Molecular, Structural,
and Functional Imaging},
series = {{SPIE} Proceedings},
volume = {10137},
pages = {101371A},
publisher = {{SPIE}},
year = {2017}
}
@article{DBLP:journals/corr/abs-1712-00512,
author = {Jumana Dakka and
Pouya Bashivan and
Mina Gheiratmand and
Irina Rish and
Shantenu Jha and
Russell Greiner},
title = {Learning Neural Markers of Schizophrenia Disorder Using Recurrent
Neural Networks},
journal = {CoRR},
volume = {abs/1712.00512},
year = {2017}
}
@article{DBLP:journals/jcheminf/DjoumbouEKCHOFS16,
author = {Yannick Djoumbou and
Roman Eisner and
Craig Knox and
Leonid L. Chepelev and
Janna Hastings and
Gareth I. Owen and
Eoin Fahy and
Christoph Steinbeck and
Shankar Subramanian and
Evan Bolton and
Russell Greiner and
David S. Wishart},
title = {ClassyFire: automated chemical classification with a comprehensive,
computable taxonomy},
journal = {J. Cheminformatics},
volume = {8},
number = {1},
pages = {61:1--61:20},
year = {2016}
}
@inproceedings{DBLP:conf/aistats/RavanbakhshPSSG16,
author = {Siamak Ravanbakhsh and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider and
Dale Schuurmans and
Russell Greiner},
title = {Stochastic Neural Networks with Monotonic Activation Functions},
booktitle = {{AISTATS}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {809--818},
publisher = {JMLR.org},
year = {2016}
}
@inproceedings{DBLP:conf/icml/RavanbakhshPG16,
author = {Siamak Ravanbakhsh and
Barnab{\'{a}}s P{\'{o}}czos and
Russell Greiner},
title = {Boolean Matrix Factorization and Noisy Completion via Message Passing},
booktitle = {{ICML}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {945--954},
publisher = {JMLR.org},
year = {2016}
}
@article{DBLP:journals/corr/RavanbakhshPSSG16,
author = {Siamak Ravanbakhsh and
Barnab{\'{a}}s P{\'{o}}czos and
Jeff G. Schneider and
Dale Schuurmans and
Russell Greiner},
title = {Stochastic Neural Networks with Monotonic Activation Functions},
journal = {CoRR},
volume = {abs/1601.00034},
year = {2016}
}
@article{DBLP:journals/jmlr/RavanbakhshG15,
author = {Siamak Ravanbakhsh and
Russell Greiner},
title = {Perturbed message passing for constraint satisfaction problems},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {1249--1274},
year = {2015}
}
@inproceedings{DBLP:conf/green/ChowdhuryKIJSAH15,
author = {Shaiful Alam Chowdhury and
Luke N. Kumar and
Md. Toukir Imam and
Mohomed Shazan Mohomed Jabbar and
Varun Sapra and
Karan Aggarwal and
Abram Hindle and
Russell Greiner},
title = {A system-call based model of software energy consumption without hardware
instrumentation},
booktitle = {{IGSC}},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@inproceedings{DBLP:conf/ijcai/WenGS15,
author = {Junfeng Wen and
Russell Greiner and
Dale Schuurmans},
title = {Correcting Covariate Shift with the Frank-Wolfe Algorithm},
booktitle = {{IJCAI}},
pages = {1010--1016},
publisher = {{AAAI} Press},
year = {2015}
}
@inproceedings{DBLP:conf/wcre/AggarwalRTHGS15,
author = {Karan Aggarwal and
Tanner Rutgers and
Finbarr Timbers and
Abram Hindle and
Russell Greiner and
Eleni Stroulia},
title = {Detecting duplicate bug reports with software engineering domain knowledge},
booktitle = {{SANER}},
pages = {211--220},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@article{DBLP:journals/corr/RavanbakhshG15,
author = {Siamak Ravanbakhsh and
Russell Greiner},
title = {Boolean Matrix Factorization and Completion via Message Passing},
journal = {CoRR},
volume = {abs/1509.08535},
year = {2015}
}
@article{DBLP:journals/nar/AllenPWGW14,
author = {Felicity Allen and
Allison Pon and
Michael Wilson and
Russell Greiner and
David S. Wishart},
title = {{CFM-ID:} a web server for annotation, spectrum prediction and metabolite
identification from tandem mass spectra},
journal = {Nucleic Acids Res.},
volume = {42},
number = {Webserver-Issue},
pages = {94--99},
year = {2014}
}
@inproceedings{DBLP:conf/aaai/KhanG14,
author = {Sheehan Khan and
Russell Greiner},
title = {The Budgeted Biomarker Discovery Problem: {A} Variant of Association
Studies},
booktitle = {{AAAI} Workshop: Modern Artificial Intelligence for Health Analytics},
series = {{AAAI} Technical Report},
volume = {{WS-14-08}},
publisher = {{AAAI}},
year = {2014}
}
@inproceedings{DBLP:conf/bibm/KhanG14,
author = {Sheehan Khan and
Russell Greiner},
title = {Budgeted transcript discovery: {A} framework for joint exploration
and validation studies},
booktitle = {{BIBM}},
pages = {188--191},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/icip/SahaSRGHT14,
author = {Baidya Nath Saha and
Amritpal Saini and
Nilanjan Ray and
Russell Greiner and
Judith Hugh and
Mauro Tambasco},
title = {A robust convergence index filter for breast cancer cell segmentation},
booktitle = {{ICIP}},
pages = {922--926},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/icml/WenYG14,
author = {Junfeng Wen and
Chun{-}Nam Yu and
Russell Greiner},
title = {Robust Learning under Uncertain Test Distributions: Relating Covariate
Shift to Model Misspecification},
booktitle = {{ICML}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {631--639},
publisher = {JMLR.org},
year = {2014}
}
@inproceedings{DBLP:conf/icml/RavanbakhshSFG14,
author = {Siamak Ravanbakhsh and
Christopher Srinivasa and
Brendan J. Frey and
Russell Greiner},
title = {Min-Max Problems on Factor Graphs},
booktitle = {{ICML}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1035--1043},
publisher = {JMLR.org},
year = {2014}
}
@inproceedings{DBLP:conf/icmla/DengGM14,
author = {Kun Deng and
Russ Greiner and
Susan A. Murphy},
title = {Budgeted Learning for Developing Personalized Treatment},
booktitle = {{ICMLA}},
pages = {7--14},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/nips/RavanbakhshRG14,
author = {Siamak Ravanbakhsh and
Reihaneh Rabbany and
Russell Greiner},
title = {Augmentative Message Passing for Traveling Salesman Problem and Graph
Partitioning},
booktitle = {{NIPS}},
pages = {289--297},
year = {2014}
}
@article{DBLP:journals/corr/RavanbakhshG14,
author = {Siamak Ravanbakhsh and
Russell Greiner},
title = {Perturbed Message Passing for Constraint Satisfaction Problems},
journal = {CoRR},
volume = {abs/1401.6686},
year = {2014}
}
@article{DBLP:journals/corr/RavanbakhshGF14,
author = {Siamak Ravanbakhsh and
Russell Greiner and
Brendan J. Frey},
title = {Training Restricted Boltzmann Machine by Perturbation},
journal = {CoRR},
volume = {abs/1405.1436},
year = {2014}
}
@article{DBLP:journals/corr/RavanbakhshRG14,
author = {Siamak Ravanbakhsh and
Reihaneh Rabbany and
Russell Greiner},
title = {Augmentative Message Passing for Traveling Salesman Problem and Graph
Partitioning},
journal = {CoRR},
volume = {abs/1406.0941},
year = {2014}
}
@article{DBLP:journals/corr/RavanbakhshLBMGWESHLGW14,
author = {Siamak Ravanbakhsh and
Philip Liu and
Trent C. Bjorndahl and
Rupasri Mandal and
Jason R. Grant and
Michael Wilson and
Roman Eisner and
Igor Sinelnikov and
Xiaoyu Hu and
Claudio Luchinat and
Russell Greiner and
David S. Wishart},
title = {Accurate, fully-automated {NMR} spectral profiling for metabolomics},
journal = {CoRR},
volume = {abs/1409.1456},
year = {2014}
}
@article{DBLP:journals/corr/RavanbakhshG14a,
author = {Siamak Ravanbakhsh and
Russell Greiner},
title = {Algebra of inference in graphical models revisited},
journal = {CoRR},
volume = {abs/1409.7410},
year = {2014}
}
@article{DBLP:journals/bmcbi/HajilooSMRGD13,
author = {Mohsen Hajiloo and
Yadav Sapkota and
John R. Mackey and
Paula Robson and
Russell Greiner and
Sambasivarao Damaraju},
title = {{ETHNOPRED:} a novel machine learning method for accurate continental
and sub-continental ancestry identification and population stratification
correction},
journal = {{BMC} Bioinform.},
volume = {14},
pages = {61},
year = {2013}
}
@article{DBLP:journals/bmcbi/HajilooDHSMCGD13,
author = {Mohsen Hajiloo and
Babak Damavandi and
Metanat HooshSadat and
Farzad Sangi and
John R. Mackey and
Carol E. Cass and
Russell Greiner and
Sambasivarao Damaraju},
title = {Breast cancer prediction using genome wide single nucleotide polymorphism
data},
journal = {{BMC} Bioinform.},
volume = {14},
number = {{S-13}},
pages = {S3},
year = {2013}
}
@article{DBLP:journals/ci/WangWCGS13,
author = {Shaojun Wang and
Shaomin Wang and
Li Cheng and
Russell Greiner and
Dale Schuurmans},
title = {Exploiting Syntactic, Semantic, and Lexical Regularities in Language
Modeling via Directed Markov Random Fields},
journal = {Comput. Intell.},
volume = {29},
number = {4},
pages = {649--679},
year = {2013}
}
@article{DBLP:journals/entropy/WangGW13,
author = {Shaojun Wang and
Russell Greiner and
Shaomin Wang},
title = {Consistency and Generalization Bounds for Maximum Entropy Density
Estimation},
journal = {Entropy},
volume = {15},
number = {12},
pages = {5439--5463},
year = {2013}
}
@article{DBLP:journals/nar/WishartJGWKLDMADBSAXLYBPEANGS13,
author = {David S. Wishart and
Timothy Jewison and
Anchi Guo and
Michael Wilson and
Craig Knox and
Yifeng Liu and
Yannick Djoumbou and
Rupasri Mandal and
Farid Aziat and
Edison Dong and
Souhaila Bouatra and
Igor Sinelnikov and
David Arndt and
Jianguo Xia and
Philip Liu and
Faizath Yallou and
Trent C. Bjorndahl and
Rolando Perez{-}Pineiro and
Roman Eisner and
Felicity Allen and
Vanessa Neveu and
Russell Greiner and
Augustin Scalbert},
title = {{HMDB} 3.0 - The Human Metabolome Database in 2013},
journal = {Nucleic Acids Res.},
volume = {41},
number = {Database-Issue},
pages = {801--807},
year = {2013}
}
@inproceedings{DBLP:conf/aiide/StanescuHEGB13,
author = {Marius Stanescu and
Sergio Poo Hernandez and
Graham Erickson and
Russell Greiner and
Michael Buro},
title = {Predicting Army Combat Outcomes in StarCraft},
booktitle = {{AIIDE}},
publisher = {{AAAI}},
year = {2013}
}
@inproceedings{DBLP:conf/embc/DiazBGHRM13,
author = {Idanis Diaz and
Pierre Boulanger and
Russell Greiner and
Bret Hoehn and
Lindsay Rowe and
Albert Murtha},
title = {An automatic brain tumor segmentation tool},
booktitle = {{EMBC}},
pages = {3339--3342},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/icdm/KhanG13,
author = {Sheehan Khan and
Russell Greiner},
title = {Finding Discriminatory Genes: {A} Methodology for Validating Microarray
Studies},
booktitle = {{ICDM} Workshops},
pages = {64--71},
publisher = {{IEEE} Computer Society},
year = {2013}
}
@inproceedings{DBLP:conf/isvc/SalahDGBHM13,
author = {Mohamed Ben Salah and
Idanis Diaz and
Russell Greiner and
Pierre Boulanger and
Bret Hoehn and
Albert Murtha},
title = {Fully Automated Brain Tumor Segmentation Using Two {MRI} Modalities},
booktitle = {{ISVC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {8033},
pages = {30--39},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/nips/ZolghadrBGGS13,
author = {Navid Zolghadr and
G{\'{a}}bor Bart{\'{o}}k and
Russell Greiner and
Andr{\'{a}}s Gy{\"{o}}rgy and
Csaba Szepesv{\'{a}}ri},
title = {Online Learning with Costly Features and Labels},
booktitle = {{NIPS}},
pages = {1241--1249},
year = {2013}
}
@article{DBLP:journals/corr/abs-1301-2313,
author = {Tim Van Allen and
Russell Greiner and
Peter Hooper},
title = {Bayesian Error-Bars for Belief Net Inference},
journal = {CoRR},
volume = {abs/1301.2313},
year = {2013}
}
@article{DBLP:journals/corr/abs-1301-6684,
author = {Jie Cheng and
Russell Greiner},
title = {Comparing Bayesian Network Classifiers},
journal = {CoRR},
volume = {abs/1301.6684},
year = {2013}
}
@article{DBLP:journals/corr/abs-1302-1542,
author = {Russell Greiner and
Adam J. Grove and
Dale Schuurmans},
title = {Learning Bayesian Nets that Perform Well},
journal = {CoRR},
volume = {abs/1302.1542},
year = {2013}
}
@article{DBLP:journals/corr/AllenGW13,
author = {Felicity Allen and
Russell Greiner and
David S. Wishart},
title = {Competitive Fragmentation Modeling of {ESI-MS/MS} spectra for metabolite
identification},
journal = {CoRR},
volume = {abs/1312.0264},
year = {2013}
}
@article{DBLP:journals/cmig/SahaRGMZ12,
author = {Baidya Nath Saha and
Nilanjan Ray and
Russell Greiner and
Albert Murtha and
Hong Zhang},
title = {Quick detection of brain tumors and edemas: {A} bounding box method
using symmetry},
journal = {Comput. Medical Imaging Graph.},
volume = {36},
number = {2},
pages = {95--107},
year = {2012}
}
@article{DBLP:journals/eaai/ZarnaniMSKHG12,
author = {Ashkan Zarnani and
Petr Mus{\'{\i}}lek and
Xiaoyu Shi and
Xiaodi Ke and
Hua He and
Russell Greiner},
title = {Learning to predict ice accretion on electric power lines},
journal = {Eng. Appl. Artif. Intell.},
volume = {25},
number = {3},
pages = {609--617},
year = {2012}
}
@article{DBLP:journals/ijbra/MoulaviHSHG12,
author = {Davoud Moulavi and
Mohsen Hajiloo and
J{\"{o}}rg Sander and
Philip F. Halloran and
Russell Greiner},
title = {Combining gene expression and interaction network data to improve
kidney lesion score prediction},
journal = {Int. J. Bioinform. Res. Appl.},
volume = {8},
number = {1/2},
pages = {54--66},
year = {2012}
}
@article{DBLP:journals/jgo/LizotteGS12,
author = {Daniel J. Lizotte and
Russell Greiner and
Dale Schuurmans},
title = {An experimental methodology for response surface optimization methods},
journal = {J. Glob. Optim.},
volume = {53},
number = {4},
pages = {699--736},
year = {2012}
}
@inproceedings{DBLP:conf/icml/RavanbakhshYG12,
author = {Siamak Ravanbakhsh and
Chun{-}Nam Yu and
Russell Greiner},
title = {A Generalized Loop Correction Method for Approximate Inference in
Graphical Models},
booktitle = {{ICML}},
publisher = {icml.cc / Omnipress},
year = {2012}
}
@article{DBLP:journals/corr/abs-1205-2642,
author = {Peter Hooper and
Yasin Abbasi{-}Yadkori and
Russell Greiner and
Bret Hoehn},
title = {Improved Mean and Variance Approximations for Belief Net Responses
via Network Doubling},
journal = {CoRR},
volume = {abs/1205.2642},
year = {2012}
}
@article{DBLP:journals/corr/abs-1206-3233,
author = {Alejandro Isaza and
Csaba Szepesv{\'{a}}ri and
Vadim Bulitko and
Russell Greiner},
title = {Speeding Up Planning in Markov Decision Processes via Automatically
Constructed Abstractions},
journal = {CoRR},
volume = {abs/1206.3233},
year = {2012}
}
@article{DBLP:journals/corr/abs-1206-4654,
author = {Siamak Ravanbakhsh and
Chun{-}Nam Yu and
Russell Greiner},
title = {A Generalized Loop Correction Method for Approximate Inference in
Graphical Models},
journal = {CoRR},
volume = {abs/1206.4654},
year = {2012}
}
@article{DBLP:journals/corr/abs-1207-4138,
author = {Omid Madani and
Daniel J. Lizotte and
Russell Greiner},
title = {Active Model Selection},
journal = {CoRR},
volume = {abs/1207.4138},
year = {2012}
}
@article{DBLP:journals/corr/abs-1212-2472,
author = {Daniel J. Lizotte and
Omid Madani and
Russell Greiner},
title = {Budgeted Learning of Naive-Bayes Classifiers},
journal = {CoRR},
volume = {abs/1212.2472},
year = {2012}
}
@inproceedings{DBLP:conf/embc/DiazBGM11,
author = {Idanis Diaz and
Pierre Boulanger and
Russell Greiner and
Albert Murtha},
title = {A critical review of the effects of de-noising algorithms on {MRI}
brain tumor segmentation},
booktitle = {{EMBC}},
pages = {3934--3937},
publisher = {{IEEE}},
year = {2011}
}
@inproceedings{DBLP:conf/nips/YuGLB11,
author = {Chun{-}Nam Yu and
Russell Greiner and
Hsiu{-}Chin Lin and
Vickie Baracos},
title = {Learning Patient-Specific Cancer Survival Distributions as a Sequence
of Dependent Regressors},
booktitle = {{NIPS}},
pages = {1845--1853},
year = {2011}
}
@inproceedings{DBLP:conf/pakdd/SuGKN11,
author = {Xiaoyuan Su and
Russell Greiner and
Taghi M. Khoshgoftaar and
Amri Napolitano},
title = {Using Classifier-Based Nominal Imputation to Improve Machine Learning},
booktitle = {{PAKDD} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {6634},
pages = {124--135},
publisher = {Springer},
year = {2011}
}
@article{DBLP:journals/iandc/SchulteLG10,
author = {Oliver Schulte and
Wei Luo and
Russell Greiner},
title = {Mind change optimal learning of Bayes net structure from dependency
and independency data},
journal = {Inf. Comput.},
volume = {208},
number = {1},
pages = {63--82},
year = {2010}
}
@inproceedings{DBLP:conf/aaai/RavanbakhshPG10,
author = {Siamak (Moshen) Ravanbakhsh and
Barnab{\'{a}}s P{\'{o}}czos and
Russell Greiner},
title = {A Cross-Entropy Method that Optimizes Partially Decomposable Problems:
{A} New Way to Interpret {NMR} Spectra},
booktitle = {{AAAI}},
pages = {1280--1286},
publisher = {{AAAI} Press},
year = {2010}
}
@inproceedings{DBLP:conf/ai/SchulteFGK10,
author = {Oliver Schulte and
Gustavo Frigo and
Russell Greiner and
Hassan Khosravi},
title = {The {IMAP} Hybrid Method for Learning Gaussian Bayes Nets},
booktitle = {Canadian {AI}},
series = {Lecture Notes in Computer Science},
volume = {6085},
pages = {123--134},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/icml/LiPSG10,
author = {Liuyang Li and
Barnab{\'{a}}s P{\'{o}}czos and
Csaba Szepesv{\'{a}}ri and
Russell Greiner},
title = {Budgeted Distribution Learning of Belief Net Parameters},
booktitle = {{ICML}},
pages = {879--886},
publisher = {Omnipress},
year = {2010}
}
@article{DBLP:journals/bioinformatics/BostanGSL09,
author = {Babak Bostan and
Russell Greiner and
Duane Szafron and
Paul Lu},
title = {Predicting homologous signaling pathways using machine learning},
journal = {Bioinform.},
volume = {25},
number = {22},
pages = {2913--2920},
year = {2009}
}
@article{DBLP:journals/ijids/SuKG09,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
title = {Making an accurate classifier ensemble by voting on classifications
from imputed learning sets},
journal = {Int. J. Inf. Decis. Sci.},
volume = {1},
number = {3},
pages = {301--322},
year = {2009}
}
@article{DBLP:journals/nar/WishartKGEYGHPDBMSXJCLSSHLFPFCTCLSZDXCGNSLVF09,
author = {David S. Wishart and
Craig Knox and
Anchi Guo and
Roman Eisner and
Nelson Young and
Bijaya Gautam and
David D. Hau and
Nick Psychogios and
Edison Dong and
Souhaila Bouatra and
Rupasri Mandal and
Igor Sinelnikov and
Jianguo Xia and
Leslie Jia and
Joseph A. Cruz and
Emilia Lim and
Constance A. Sobsey and
Savita Shrivastava and
Paul Huang and
Philip Liu and
Lydia Fang and
Jun Peng and
Ryan Fradette and
Dean Cheng and
Dan Tzur and
Melisa Clements and
Avalyn Lewis and
Andrea De Souza and
Azaret Zuniga and
Margot Dawe and
Yeping Xiong and
Derrick Clive and
Russell Greiner and
Alsu Nazyrova and
Rustem Shaykhutdinov and
Liang Li and
Hans J. Vogel and
Ian J. Forsythe},
title = {{HMDB:} a knowledgebase for the human metabolome},
journal = {Nucleic Acids Res.},
volume = {37},
number = {Database-Issue},
pages = {603--610},
year = {2009}
}
@inproceedings{DBLP:conf/aaaiss/ZhuGH09,
author = {Tingshao Zhu and
Russell Greiner and
Bin Hu},
title = {{LILAC} - Learn from Internet: Log, Annotation, and Content},
booktitle = {{AAAI} Spring Symposium: Experimental Design for Real-World Systems},
pages = {57},
publisher = {{AAAI}},
year = {2009}
}
@inproceedings{DBLP:conf/aime/KerhetSQRGMR09,
author = {Aliaksei Kerhet and
Cormac Small and
Harvey Quon and
Terence Riauka and
Russell Greiner and
Alexander McEwan and
Wilson Roa},
title = {Segmentation of Lung Tumours in Positron Emission Tomography Scans:
{A} Machine Learning Approach},
booktitle = {{AIME}},
series = {Lecture Notes in Computer Science},
volume = {5651},
pages = {146--155},
year = {2009}
}
@inproceedings{DBLP:conf/cidm/SchulteFGLK09,
author = {Oliver Schulte and
Gustavo Frigo and
Russell Greiner and
Wei Luo and
Hassan Khosravi},
title = {A new hybrid method for Bayesian network learning With dependency
constraints},
booktitle = {{CIDM}},
pages = {53--60},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/flairs/SuKG09,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
title = {VipBoost: {A} More Accurate Boosting Algorithm},
booktitle = {{FLAIRS}},
publisher = {{AAAI} Press},
year = {2009}
}
@inproceedings{DBLP:conf/icml/FarhangfarGS09,
author = {Alireza Farhangfar and
Russell Greiner and
Csaba Szepesv{\'{a}}ri},
title = {Learning to segment from a few well-selected training images},
booktitle = {{ICML}},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {305--312},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/icml/PoczosASGS09,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Yasin Abbasi{-}Yadkori and
Csaba Szepesv{\'{a}}ri and
Russell Greiner and
Nathan R. Sturtevant},
title = {Learning when to stop thinking and do something!},
booktitle = {{ICML}},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {825--832},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/uai/HooperAGH09,
author = {Peter Hooper and
Yasin Abbasi{-}Yadkori and
Russell Greiner and
Bret Hoehn},
title = {Improved Mean and Variance Approximations for Belief Net Responses
via Network Doubling},
booktitle = {{UAI}},
pages = {232--239},
publisher = {{AUAI} Press},
year = {2009}
}
@article{DBLP:journals/ai/AllenSGH08,
author = {Tim Van Allen and
Ajit Singh and
Russell Greiner and
Peter Hooper},
title = {Quantifying the uncertainty of a belief net response: Bayesian error-bars
for belief net inference},
journal = {Artif. Intell.},
volume = {172},
number = {4-5},
pages = {483--513},
year = {2008}
}
@article{DBLP:journals/bioinformatics/FysheLSGL08,
author = {Alona Fyshe and
Yifeng Liu and
Duane Szafron and
Russell Greiner and
Paul Lu},
title = {Improving subcellular localization prediction using text classification
and the gene ontology},
journal = {Bioinform.},
volume = {24},
number = {21},
pages = {2512--2517},
year = {2008}
}
@article{DBLP:journals/ejasp/LevnerZG08,
author = {Ilya Levner and
Hong Zhang and
Russell Greiner},
title = {Heterogeneous Stacking for Classification-Driven Watershed Segmentation},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2008},
year = {2008}
}
@article{DBLP:journals/isci/LeeZPHG08,
author = {Chi{-}Hoon Lee and
Osmar R. Za{\"{\i}}ane and
Ho{-}Hyun Park and
Jiayuan Huang and
Russell Greiner},
title = {Clustering high dimensional data: {A} graph-based relaxed optimization
approach},
journal = {Inf. Sci.},
volume = {178},
number = {23},
pages = {4501--4511},
year = {2008}
}
@inproceedings{DBLP:conf/aaai/LeeBGWM08,
author = {Chi{-}Hoon Lee and
Matthew R. G. Brown and
Russell Greiner and
Shaojun Wang and
Albert Murtha},
title = {Constrained Classification on Structured Data},
booktitle = {{AAAI}},
pages = {1812--1813},
publisher = {{AAAI} Press},
year = {2008}
}
@inproceedings{DBLP:conf/aiide/IsazaLBG08,
author = {Alejandro Isaza and
Jieshan Lu and
Vadim Bulitko and
Russell Greiner},
title = {A Cover-Based Approach to Multi-Agent Moving Target Pursuit},
booktitle = {{AIIDE}},
publisher = {The {AAAI} Press},
year = {2008}
}
@inproceedings{DBLP:conf/flairs/SuKG08,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
title = {A Mixture Imputation-Boosted Collaborative Filter},
booktitle = {{FLAIRS}},
pages = {312--316},
publisher = {{AAAI} Press},
year = {2008}
}
@inproceedings{DBLP:conf/icip/LevnerGZ08,
author = {Ilya Levner and
Russell Greiner and
Hong Zhang},
title = {Supervised image segmentation via ground truth decomposition},
booktitle = {{ICIP}},
pages = {737--740},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/icmla/Lees-MillerAHG08,
author = {John D. Lees{-}Miller and
Fraser Anderson and
Bret Hoehn and
Russell Greiner},
title = {Does Wikipedia Information Help Netflix Predictions?},
booktitle = {{ICMLA}},
pages = {337--343},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/ictai/SuKG08,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
title = {Using Imputation Techniques to Help Learn Accurate Classifiers},
booktitle = {{ICTAI} {(1)}},
pages = {437--444},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/isaim/FarhangfarGZ08,
author = {Alireza Farhangfar and
Russell Greiner and
Martin Zinkevich},
title = {A Fast Way to Produce Optimal Fixed-Depth Decision Trees},
booktitle = {{ISAIM}},
year = {2008}
}
@inproceedings{DBLP:conf/miccai/LeeWMBG08,
author = {Chi{-}Hoon Lee and
Shaojun Wang and
Albert Murtha and
Matthew R. G. Brown and
Russell Greiner},
title = {Segmenting Brain Tumors Using Pseudo-Conditional Random Fields},
booktitle = {{MICCAI} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {5241},
pages = {359--366},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/sac/SuKZG08,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Xingquan Zhu and
Russell Greiner},
title = {Imputation-boosted collaborative filtering using machine learning
classifiers},
booktitle = {{SAC}},
pages = {949--950},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/uai/IsazaSBG08,
author = {Alejandro Isaza and
Csaba Szepesv{\'{a}}ri and
Vadim Bulitko and
Russell Greiner},
title = {Speeding Up Planning in Markov Decision Processes via Automatically
Constructed Abstraction},
booktitle = {{UAI}},
pages = {306--314},
publisher = {{AUAI} Press},
year = {2008}
}
@inproceedings{DBLP:conf/webi/SuKG08,
author = {Xiaoyuan Su and
Taghi M. Khoshgoftaar and
Russell Greiner},
title = {Imputed Neighborhood Based Collaborative Filtering},
booktitle = {Web Intelligence},
pages = {633--639},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@article{DBLP:journals/jucs/LiBG07,
author = {Lihong Li and
Vadim Bulitko and
Russell Greiner},
title = {Focus of Attention in Reinforcement Learning},
journal = {J. Univers. Comput. Sci.},
volume = {13},
number = {9},
pages = {1246--1269},
year = {2007}
}
@article{DBLP:journals/nar/WishartTKEGYCJASFNLCFTSJSABHWMCGGZDMWDBCGLMSVQ07,
author = {David S. Wishart and
Dan Tzur and
Craig Knox and
Roman Eisner and
Anchi Guo and
Nelson Young and
Dean Cheng and
Kevin Jewell and
David Arndt and
Summit Sawhney and
Chris Fung and
Lisa Nikolai and
Mike Lewis and
Marie{-}Aude Coutouly and
Ian J. Forsythe and
Peter Tang and
Savita Shrivastava and
Kevin Jeroncic and
Paul Stothard and
Godwin Amegbey and
David Block and
David D. Hau and
James Wagner and
Jessica Miniaci and
Melisa Clements and
Mulu Gebremedhin and
Natalie Guo and
Ying Zhang and
Gavin E. Duggan and
Glen D. MacInnis and
Alim M. Weljie and
Reza Dowlatabadi and
Fiona Bamforth and
Derrick Clive and
Russell Greiner and
Liang Li and
Tom Marrie and
Brian D. Sykes and
Hans J. Vogel and
Lori Querengesser},
title = {{HMDB:} the Human Metabolome Database},
journal = {Nucleic Acids Res.},
volume = {35},
number = {Database-Issue},
pages = {521--526},
year = {2007}
}
@inproceedings{DBLP:conf/colt/SchulteLG07,
author = {Oliver Schulte and
Wei Luo and
Russell Greiner},
title = {Mind Change Optimal Learning of Bayes Net Structure},
booktitle = {{COLT}},
series = {Lecture Notes in Computer Science},
volume = {4539},
pages = {187--202},
publisher = {Springer},
year = {2007}
}
@inproceedings{DBLP:conf/ijcai/GuoG07,
author = {Yuhong Guo and
Russell Greiner},
title = {Optimistic Active-Learning Using Mutual Information},
booktitle = {{IJCAI}},
pages = {823--829},
year = {2007}
}
@inproceedings{DBLP:conf/psb/WishartG07,
author = {David S. Wishart and
Russell Greiner},
title = {Session Introduction},
booktitle = {Pacific Symposium on Biocomputing},
pages = {112--114},
publisher = {World Scientific},
year = {2007}
}
@inproceedings{DBLP:conf/webi/SuGKZ07,
author = {Xiaoyuan Su and
Russell Greiner and
Taghi M. Khoshgoftaar and
Xingquan Zhu},
title = {Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts},
booktitle = {Web Intelligence},
pages = {645--649},
publisher = {{IEEE} Computer Society},
year = {2007}
}
@article{DBLP:journals/ai/GreinerHJM06,
author = {Russell Greiner and
Ryan Hayward and
Magdalena Jankowska and
Michael Molloy},
title = {Finding optimal satisficing strategies for and-or trees},
journal = {Artif. Intell.},
volume = {170},
number = {1},
pages = {19--58},
year = {2006}
}
@article{DBLP:journals/jcp/MorrisGSMS06,
author = {Marianne Morris and
Russell Greiner and
J{\"{o}}rg Sander and
Albert Murtha and
Mark Schmidt},
title = {Learning a Classification-based Glioma Growth Model Using {MRI} Data},
journal = {J. Comput.},
volume = {1},
number = {7},
pages = {21--31},
year = {2006}
}
@article{DBLP:journals/nar/PiredduSLG06,
author = {Luca Pireddu and
Duane Szafron and
Paul Lu and
Russell Greiner},
title = {The Path-A metabolic pathway prediction web server},
journal = {Nucleic Acids Res.},
volume = {34},
number = {Web-Server-Issue},
pages = {714--719},
year = {2006}
}
@inproceedings{DBLP:conf/aaai/PoulinESLGWFPMA06,
author = {Brett Poulin and
Roman Eisner and
Duane Szafron and
Paul Lu and
Russell Greiner and
David S. Wishart and
Alona Fyshe and
Brandon Pearcy and
Cam Macdonell and
John Anvik},
title = {Visual Explanation of Evidence with Additive Classifiers},
booktitle = {{AAAI}},
pages = {1822--1829},
publisher = {{AAAI} Press},
year = {2006}
}
@inproceedings{DBLP:conf/acl/JiaoWLGS06,
author = {Feng Jiao and
Shaojun Wang and
Chi{-}Hoon Lee and
Russell Greiner and
Dale Schuurmans},
title = {Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation
and Labeling},
booktitle = {{ACL}},
publisher = {The Association for Computer Linguistics},
year = {2006}
}
@inproceedings{DBLP:conf/ai/MorrisGSMS06,
author = {Marianne Morris and
Russell Greiner and
J{\"{o}}rg Sander and
Albert Murtha and
Mark Schmidt},
title = {A Classification-Based Glioma Diffusion Model Using {MRI} Data},
booktitle = {Canadian {AI}},
series = {Lecture Notes in Computer Science},
volume = {4013},
pages = {98--109},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/eccv/IsukapalliEG06,
author = {Ramana Isukapalli and
Ahmed M. Elgammal and
Russell Greiner},
title = {Learning to Detect Objects of Many Classes Using Binary Classifiers},
booktitle = {{ECCV} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {3951},
pages = {352--364},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/fgr/IsukapalliEG06,
author = {Ramana Isukapalli and
Ahmed M. Elgammal and
Russell Greiner},
title = {Learning to Identify Facial Expression During Detection Using Markov
Decision Process},
booktitle = {{FGR}},
pages = {305--310},
publisher = {{IEEE} Computer Society},
year = {2006}
}
@inproceedings{DBLP:conf/icgi/WangWCGS06,
author = {Shaojun Wang and
Shaomin Wang and
Li Cheng and
Russell Greiner and
Dale Schuurmans},
title = {Stochastic Analysis of Lexical and Semantic Enhanced Structural Language
Model},
booktitle = {{ICGI}},
series = {Lecture Notes in Computer Science},
volume = {4201},
pages = {97--111},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/icml/LeeGW06,
author = {Chi{-}Hoon Lee and
Russell Greiner and
Shaojun Wang},
title = {Using query-specific variance estimates to combine Bayesian classifiers},
booktitle = {{ICML}},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {529--536},
publisher = {{ACM}},
year = {2006}
}
@inproceedings{DBLP:conf/icpr/IsukapalliE06,
author = {Ramana Isukapalli and
Ahmed M. Elgammal and
Russell Greiner},
title = {Learning Policies for Efficiently Identifying Objects of Many Classes},
booktitle = {{ICPR} {(3)}},
pages = {356--361},
publisher = {{IEEE} Computer Society},
year = {2006}
}
@inproceedings{DBLP:conf/iui/PriceGHF06,
author = {Robert Price and
Russell Greiner and
Gerald H{\"{a}}ubl and
Alden Flatt},
title = {Automatic construction of personalized customer interfaces},
booktitle = {{IUI}},
pages = {250--257},
publisher = {{ACM}},
year = {2006}
}
@inproceedings{DBLP:conf/nips/LeeWJSG06,
author = {Chi{-}Hoon Lee and
Shaojun Wang and
Feng Jiao and
Dale Schuurmans and
Russell Greiner},
title = {Learning to Model Spatial Dependency: Semi-Supervised Discriminative
Random Fields},
booktitle = {{NIPS}},
pages = {793--800},
publisher = {{MIT} Press},
year = {2006}
}
@inproceedings{DBLP:conf/pkdd/HuangZGZS06,
author = {Jiayuan Huang and
Tingshao Zhu and
Russell Greiner and
Dengyong Zhou and
Dale Schuurmans},
title = {Information Marginalization on Subgraphs},
booktitle = {{PKDD}},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {199--210},
publisher = {Springer},
year = {2006}
}
@inproceedings{DBLP:conf/pkdd/LeeGZ06,
author = {Chi{-}Hoon Lee and
Russell Greiner and
Osmar R. Za{\"{\i}}ane},
title = {Efficient Spatial Classification Using Decoupled Conditional Random
Fields},
booktitle = {{PKDD}},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {272--283},
publisher = {Springer},
year = {2006}
}
@article{DBLP:journals/ml/GreinerSSZ05,
author = {Russell Greiner and
Xiaoyuan Su and
Bin Shen and
Wei Zhou},
title = {Structural Extension to Logistic Regression: Discriminative Parameter
Learning of Belief Net Classifiers},
journal = {Mach. Learn.},
volume = {59},
number = {3},
pages = {297--322},
year = {2005}
}
@article{DBLP:journals/nar/LuSGWFPPENL05,
author = {Paul Lu and
Duane Szafron and
Russell Greiner and
David S. Wishart and
Alona Fyshe and
Brandon Pearcy and
Brett Poulin and
Roman Eisner and
Danny Ngo and
Nicholas Lamb},
title = {{PA-GOSUB:} a searchable database of model organism protein sequences
with their predicted Gene Ontology molecular function and subcellular
localization},
journal = {Nucleic Acids Res.},
volume = {33},
number = {Database-Issue},
pages = {147--153},
year = {2005}
}
@article{DBLP:journals/nar/DomselaarSSCGDLSGW05,
author = {Gary H. Van Domselaar and
Paul Stothard and
Savita Shrivastava and
Joseph A. Cruz and
Anchi Guo and
Xiaoli Dong and
Paul Lu and
Duane Szafron and
Russell Greiner and
David S. Wishart},
title = {BASys: a web server for automated bacterial genome annotation},
journal = {Nucleic Acids Res.},
volume = {33},
number = {Web-Server-Issue},
pages = {455--459},
year = {2005}
}
@inproceedings{DBLP:conf/aaai/ZhuGHJP05,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl and
Kevin Jewell and
Robert Price},
title = {Goal-Directed Site-Independent Recommendations from Passive Observations},
booktitle = {{AAAI}},
pages = {549--557},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005}
}
@inproceedings{DBLP:conf/aaai/GuoG05,
author = {Yuhong Guo and
Russell Greiner},
title = {Discriminative Model Selection for Belief Net Structures},
booktitle = {{AAAI}},
pages = {770--776},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005}
}
@inproceedings{DBLP:conf/aaai/PoulinSLGWEFPP05,
author = {Brett Poulin and
Duane Szafron and
Paul Lu and
Russell Greiner and
David S. Wishart and
Roman Eisner and
Alona Fyshe and
Brandon Pearcy and
Luca Pireddu},
title = {The Proteome Analyst Suite of Automated Function Prediction Tools},
booktitle = {{AAAI}},
pages = {1698--1699},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005}
}
@inproceedings{DBLP:conf/amfg/IsukapalliEG05,
author = {Ramana Isukapalli and
Ahmed M. Elgammal and
Russell Greiner},
title = {Learning a Dynamic Classification Method to Detect Faces and Identify
Facial Expression},
booktitle = {{AMFG}},
series = {Lecture Notes in Computer Science},
volume = {3723},
pages = {70--84},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/cibcb/EisnerPSLG05,
author = {Roman Eisner and
Brett Poulin and
Duane Szafron and
Paul Lu and
Russell Greiner},
title = {Improving Protein Function Prediction Using the Hierarchical Structure
of the Gene Ontology},
booktitle = {{CIBCB}},
pages = {354--363},
publisher = {{IEEE}},
year = {2005}
}
@inproceedings{DBLP:conf/cvbia/LeeSMBSG05,
author = {Chi{-}Hoon Lee and
Mark Schmidt and
Albert Murtha and
Aalo Bistritz and
J{\"{o}}rg Sander and
Russell Greiner},
title = {Segmenting Brain Tumors with Conditional Random Fields and Support
Vector Machines},
booktitle = {{CVBIA}},
series = {Lecture Notes in Computer Science},
volume = {3765},
pages = {469--478},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/ecml/KapoorG05,
author = {Aloak Kapoor and
Russell Greiner},
title = {Learning and Classifying Under Hard Budgets},
booktitle = {{ECML}},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {170--181},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/icml/WangWGSC05,
author = {Shaojun Wang and
Shaomin Wang and
Russell Greiner and
Dale Schuurmans and
Li Cheng},
title = {Exploiting syntactic, semantic and lexical regularities in language
modeling via directed Markov random fields},
booktitle = {{ICML}},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {948--955},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/icmla/SchmidtLGMB05,
author = {Mark Schmidt and
Ilya Levner and
Russell Greiner and
Albert Murtha and
Aalo Bistritz},
title = {Segmenting brain tumors using alignment-based features},
booktitle = {{ICMLA}},
publisher = {{IEEE} Computer Society},
year = {2005}
}
@inproceedings{DBLP:conf/ijcai/GuoGS05,
author = {Yuhong Guo and
Russell Greiner and
Dale Schuurmans},
title = {Learning Coordination Classifiers},
booktitle = {{IJCAI}},
pages = {714--721},
publisher = {Professional Book Center},
year = {2005}
}
@inproceedings{DBLP:conf/ijcai/ZhuGHJP05,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl and
Kevin Jewell and
Robert Price},
title = {Using Learned Browsing Behavior Models to Recommend Relevant Web Pages},
booktitle = {{IJCAI}},
pages = {1589--1590},
publisher = {Professional Book Center},
year = {2005}
}
@inproceedings{DBLP:conf/pkdd/LeeGS05,
author = {Chi{-}Hoon Lee and
Russell Greiner and
Mark Schmidt},
title = {Support Vector Random Fields for Spatial Classification},
booktitle = {{PKDD}},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {121--132},
publisher = {Springer},
year = {2005}
}
@inproceedings{DBLP:conf/um/ZhuGHJP05,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl and
Kevin Jewell and
Robert Price},
title = {Off-line Evaluation of Recommendation Functions},
booktitle = {User Modeling},
series = {Lecture Notes in Computer Science},
volume = {3538},
pages = {337--341},
publisher = {Springer},
year = {2005}
}
@article{DBLP:journals/bioinformatics/LuSGLWPAME04,
author = {Zhiyong Lu and
Duane Szafron and
Russell Greiner and
Paul Lu and
David S. Wishart and
Brett Poulin and
John Anvik and
Cam Macdonell and
Roman Eisner},
title = {Predicting subcellular localization of proteins using machine-learned
classifiers},
journal = {Bioinform.},
volume = {20},
number = {4},
pages = {547--556},
year = {2004}
}
@article{DBLP:journals/nar/SzafronLGWPELAMFM04,
author = {Duane Szafron and
Paul Lu and
Russell Greiner and
David S. Wishart and
Brett Poulin and
Roman Eisner and
Zhiyong Lu and
John Anvik and
Cam Macdonell and
Alona Fyshe and
David Meeuwis},
title = {Proteome Analyst: custom predictions with explanations in a web-based
tool for high-throughput proteome annotations},
journal = {Nucleic Acids Res.},
volume = {32},
number = {Web-Server-Issue},
pages = {365--371},
year = {2004}
}
@inproceedings{DBLP:conf/colt/MadaniLG04,
author = {Omid Madani and
Daniel J. Lizotte and
Russell Greiner},
title = {The Budgeted Multi-armed Bandit Problem},
booktitle = {{COLT}},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {643--645},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/ecml/LiBG04,
author = {Lihong Li and
Vadim Bulitko and
Russell Greiner},
title = {Batch Reinforcement Learning with State Importance},
booktitle = {{ECML}},
series = {Lecture Notes in Computer Science},
volume = {3201},
pages = {566--568},
publisher = {Springer},
year = {2004}
}
@inproceedings{DBLP:conf/iscslp/KangWGSC04,
author = {Shaojun Wang and
Shaomin Wang and
Russell Greiner and
Dale Schuurmans and
Li Cheng},
title = {Exploiting syntactic, semantic and lexical regularities in language
modeling via directed Markov random fields},
booktitle = {{ISCSLP}},
pages = {305--308},
publisher = {{IEEE}},
year = {2004}
}
@inproceedings{DBLP:conf/uai/MadaniLG04,
author = {Omid Madani and
Daniel J. Lizotte and
Russell Greiner},
title = {Active Model Selection},
booktitle = {{UAI}},
pages = {357--365},
publisher = {{AUAI} Press},
year = {2004}
}
@inproceedings{DBLP:conf/ausai/LevnerBLLG03,
author = {Ilya Levner and
Vadim Bulitko and
Lihong Li and
Greg Lee and
Russell Greiner},
title = {Towards Automated Creation of Image Interpretation Systems},
booktitle = {Australian Conference on Artificial Intelligence},
series = {Lecture Notes in Computer Science},
volume = {2903},
pages = {653--665},
publisher = {Springer},
year = {2003}
}
@inproceedings{DBLP:conf/ictai/ShenSGMC03,
author = {Bin Shen and
Xiaoyuan Su and
Russell Greiner and
Petr Mus{\'{\i}}lek and
Corrine Cheng},
title = {Discriminative Parameter Learning of General Bayesian Network Classifiers},
booktitle = {{ICTAI}},
pages = {296--305},
publisher = {{IEEE} Computer Society},
year = {2003}
}
@inproceedings{DBLP:conf/ijcai/ZhuGHP03,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl and
Robert Price},
title = {Predicting Web Information Content},
booktitle = {{ITWP}},
series = {Lecture Notes in Computer Science},
volume = {3169},
pages = {241--254},
publisher = {Springer},
year = {2003}
}
@inproceedings{DBLP:conf/ijcai/IsukapalliG03,
author = {Ramana Isukapalli and
Russell Greiner},
title = {Use of Off-line Dynamic Programming for Efficient Image Interpretation},
booktitle = {{IJCAI}},
pages = {1319--1325},
publisher = {Morgan Kaufmann},
year = {2003}
}
@inproceedings{DBLP:conf/ijcai/BulitkoLGL03,
author = {Vadim Bulitko and
Lihong Li and
Russell Greiner and
Ilya Levner},
title = {Lookahead Pathologies for Single Agent Search},
booktitle = {{IJCAI}},
pages = {1531--1533},
publisher = {Morgan Kaufmann},
year = {2003}
}
@inproceedings{DBLP:conf/uai/LizotteMG03,
author = {Daniel J. Lizotte and
Omid Madani and
Russell Greiner},
title = {Budgeted Learning of Naive-Bayes Classifiers},
booktitle = {{UAI}},
pages = {378--385},
publisher = {Morgan Kaufmann},
year = {2003}
}
@inproceedings{DBLP:conf/um/ZhuGH03,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl},
title = {Learning a Model of a Web User's Interests},
booktitle = {User Modeling},
series = {Lecture Notes in Computer Science},
volume = {2702},
pages = {65--75},
publisher = {Springer},
year = {2003}
}
@inproceedings{DBLP:conf/www/ZhuGH03,
author = {Tingshao Zhu and
Russell Greiner and
Gerald H{\"{a}}ubl},
title = {An Effective Complete-Web Recommender System},
booktitle = {{WWW} (Alternate Paper Tracks)},
year = {2003}
}
@article{DBLP:journals/ai/ChengGKBL02,
author = {Jie Cheng and
Russell Greiner and
Jonathan Kelly and
David A. Bell and
Weiru Liu},
title = {Learning Bayesian networks from data: An information-theory based
approach},
journal = {Artif. Intell.},
volume = {137},
number = {1-2},
pages = {43--90},
year = {2002}
}
@article{DBLP:journals/ai/GreinerGR02,
author = {Russell Greiner and
Adam J. Grove and
Dan Roth},
title = {Learning cost-sensitive active classifiers},
journal = {Artif. Intell.},
volume = {139},
number = {2},
pages = {137--174},
year = {2002}
}
@inproceedings{DBLP:conf/aaai/GreinerZ02,
author = {Russell Greiner and
Wei Zhou},
title = {Structural Extension to Logistic Regression: Discriminative Parameter
Learning of Belief Net Classifiers},
booktitle = {{AAAI/IAAI}},
pages = {167--173},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002}
}
@inproceedings{DBLP:conf/aaai/GreinerHM02,
author = {Russell Greiner and
Ryan Hayward and
Michael Molloy},
title = {Optimal Depth-First Strategies for And-Or Trees},
booktitle = {{AAAI/IAAI}},
pages = {725--730},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002}
}
@inproceedings{DBLP:conf/sara/LevnerBMG02,
author = {Ilya Levner and
Vadim Bulitko and
Omid Madani and
Russell Greiner},
title = {Performance of Lookahead Control Policies in the Face of Abstractions
and Approximations},
booktitle = {{SARA}},
series = {Lecture Notes in Computer Science},
volume = {2371},
pages = {299--307},
publisher = {Springer},
year = {2002}
}
@article{DBLP:journals/csur/GreinerDS01,
author = {Russell Greiner and
Christian Darken and
N. Iwan Santoso},
title = {Efficient reasoning},
journal = {{ACM} Comput. Surv.},
volume = {33},
number = {1},
pages = {1--30},
year = {2001}
}
@inproceedings{DBLP:conf/ai/ChengG01,
author = {Jie Cheng and
Russell Greiner},
title = {Learning Bayesian Belief Network Classifiers: Algorithms and System},
booktitle = {{AI}},
series = {Lecture Notes in Computer Science},
volume = {2056},
pages = {141--151},
publisher = {Springer},
year = {2001}
}
@inproceedings{DBLP:conf/icra/IsukapalliG01,
author = {Ramana Isukapalli and
Russell Greiner},
title = {Efficient Car Recognition Policies},
booktitle = {{ICRA}},
pages = {2134--2139},
publisher = {{IEEE}},
year = {2001}
}
@inproceedings{DBLP:conf/ijcai/IsukapalliG01,
author = {Ramana Isukapalli and
Russell Greiner},
title = {Efficient Interpretation Policies},
booktitle = {{IJCAI}},
pages = {1381--1390},
publisher = {Morgan Kaufmann},
year = {2001}
}
@inproceedings{DBLP:conf/uai/AllenGH01,
author = {Tim Van Allen and
Russell Greiner and
Peter Hooper},
title = {Bayesian Error-Bars for Belief Net Inference},
booktitle = {{UAI}},
pages = {522--529},
publisher = {Morgan Kaufmann},
year = {2001}
}
@inproceedings{DBLP:conf/aaai/KorvemakerG00,
author = {Benjamin Korvemaker and
Russell Greiner},
title = {Predicting {UNIX} Command Lines: Adjusting to User Patterns},
booktitle = {{AAAI/IAAI}},
pages = {230--235},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2000}
}
@inproceedings{DBLP:conf/icml/AllenG00,
author = {Tim Van Allen and
Russell Greiner},
title = {Model Selection Criteria for Learning Belief Nets: An Empirical Comparison},
booktitle = {{ICML}},
pages = {1047--1054},
publisher = {Morgan Kaufmann},
year = {2000}
}
@article{DBLP:journals/jlp/Greiner99,
author = {Russell Greiner},
title = {The Complexity of Revising Logic Programs},
journal = {J. Log. Program.},
volume = {40},
number = {2-3},
pages = {273--298},
year = {1999}
}
@inproceedings{DBLP:conf/uai/ChengG99,
author = {Jie Cheng and
Russell Greiner},
title = {Comparing Bayesian Network Classifiers},
booktitle = {{UAI}},
pages = {101--108},
publisher = {Morgan Kaufmann},
year = {1999}
}
@article{DBLP:journals/ai/SubramanianGP97,
author = {Devika Subramanian and
Russell Greiner and
Judea Pearl},
title = {The Relevance of Relevance (Editorial)},
journal = {Artif. Intell.},
volume = {97},
number = {1-2},
pages = {1--5},
year = {1997}
}
@article{DBLP:journals/ai/GreinerGK97,
author = {Russell Greiner and
Adam J. Grove and
Alexander Kogan},
title = {Knowing what doesn't Matter: Exploiting the Omission of Irrelevant
Data},
journal = {Artif. Intell.},
volume = {97},
number = {1-2},
pages = {345--380},
year = {1997}
}
@inproceedings{DBLP:conf/icml/SchefferGD97,
author = {Tobias Scheffer and
Russell Greiner and
Christian Darken},
title = {Why Experimentation can be better than "Perfect Guidance"},
booktitle = {{ICML}},
pages = {331--339},
publisher = {Morgan Kaufmann},
year = {1997}
}
@inproceedings{DBLP:conf/uai/GreinerGS97,
author = {Russell Greiner and
Adam J. Grove and
Dale Schuurmans},
title = {Learning Bayesian Nets that Perform Well},
booktitle = {{UAI}},
pages = {198--207},
publisher = {Morgan Kaufmann},
year = {1997}
}
@article{DBLP:journals/ai/GreinerO96,
author = {Russell Greiner and
Pekka Orponen},
title = {Probably Approximately Optimal Satisficing Strategies},
journal = {Artif. Intell.},
volume = {82},
number = {1-2},
pages = {21--44},
year = {1996}
}
@article{DBLP:journals/ai/Greiner96,
author = {Russell Greiner},
title = {{PALO:} {A} Probabilistic Hill-Climbing Algorithm},
journal = {Artif. Intell.},
volume = {84},
number = {1-2},
pages = {177--208},
year = {1996}
}
@article{DBLP:journals/tsmc/GreinerI96,
author = {Russell Greiner and
Ramana Isukapalli},
title = {Learning to select useful landmarks},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {26},
number = {3},
pages = {437--449},
year = {1996}
}
@inproceedings{DBLP:conf/icml/GreinerGR96,
author = {Russell Greiner and
Adam J. Grove and
Dan Roth},
title = {Learning Active Classifiers},
booktitle = {{ICML}},
pages = {207--215},
publisher = {Morgan Kaufmann},
year = {1996}
}
@inproceedings{DBLP:conf/icml/GreinerGK96,
author = {Russell Greiner and
Adam J. Grove and
Alexander Kogan},
title = {Exploiting the Omission of Irrelevant Data},
booktitle = {{ICML}},
pages = {216--224},
publisher = {Morgan Kaufmann},
year = {1996}
}
@inproceedings{DBLP:conf/colt/SchuurmansG95,
author = {Dale Schuurmans and
Russell Greiner},
title = {Sequential {PAC} Learning},
booktitle = {{COLT}},
pages = {377--384},
publisher = {{ACM}},
year = {1995}
}
@inproceedings{DBLP:conf/icml/Greiner95,
author = {Russell Greiner},
title = {The Challenge of Revising an Impure Theory},
booktitle = {{ICML}},
pages = {269--277},
publisher = {Morgan Kaufmann},
year = {1995}
}
@inproceedings{DBLP:conf/ijcai/Greiner95,
author = {Russell Greiner},
title = {The Complexity of Theory Revision},
booktitle = {{IJCAI}},
pages = {1162--1168},
publisher = {Morgan Kaufmann},
year = {1995}
}
@inproceedings{DBLP:conf/ijcai/SchuurmansG95,
author = {Dale Schuurmans and
Russell Greiner},
title = {Practical {PAC} Learning},
booktitle = {{IJCAI}},
pages = {1169--1177},
publisher = {Morgan Kaufmann},
year = {1995}
}
@inproceedings{DBLP:conf/aaai/GreinerI94,
author = {Russell Greiner and
Ramana Isukapalli},
title = {Learning to Select Useful Landmarks},
booktitle = {{AAAI}},
pages = {1251--1256},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1994}
}
@article{DBLP:journals/ai/ElkanG93,
author = {Charles Elkan and
Russell Greiner},
title = {D. B. Lenat and R. V. Guha, Building Large Knowledge-Based Systems:
Representation and Inference in the Cyc Project},
journal = {Artif. Intell.},
volume = {61},
number = {1},
pages = {41--52},
year = {1993}
}
@inproceedings{DBLP:conf/aaai/GreinerJ92,
author = {Russell Greiner and
Igor Jurisica},
title = {A Statistical Approach to Solving the {EBL} Utility Problem},
booktitle = {{AAAI}},
pages = {241--248},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1992}
}
@inproceedings{DBLP:conf/ecai/GreinerS92,
author = {Russell Greiner and
Dale Schuurmans},
title = {Learning an Optimally Accurate Representation System},
booktitle = {{ECAI} Workshop on Knowledge Representation and Reasoning},
series = {Lecture Notes in Computer Science},
volume = {810},
pages = {145--159},
publisher = {Springer},
year = {1992}
}
@inproceedings{DBLP:conf/kr/GreinerS92,
author = {Russell Greiner and
Dale Schuurmans},
title = {Learning Useful Horn Approximations},
booktitle = {{KR}},
pages = {383--392},
publisher = {Morgan Kaufmann},
year = {1992}
}
@inproceedings{DBLP:conf/pods/Greiner92,
author = {Russell Greiner},
title = {Learning Efficient Query Processing Strategies},
booktitle = {{PODS}},
pages = {33--46},
publisher = {{ACM} Press},
year = {1992}
}
@article{DBLP:journals/ai/Greiner91,
author = {Russell Greiner},
title = {Finding Optimal Derivation Strategies in Redundant Knowledge Bases},
journal = {Artif. Intell.},
volume = {50},
number = {1},
pages = {95--115},
year = {1991}
}
@inproceedings{DBLP:conf/ijcai/GreinerE91,
author = {Russell Greiner and
Charles Elkan},
title = {Measuring and Improving the Effectiveness of Representations},
booktitle = {{IJCAI}},
pages = {518--524},
publisher = {Morgan Kaufmann},
year = {1991}
}
@inproceedings{DBLP:conf/kr/GreinerO91,
author = {Russell Greiner and
Pekka Orponen},
title = {Probably Approximately Optimal Derivation Strategies},
booktitle = {{KR}},
pages = {277--288},
publisher = {Morgan Kaufmann},
year = {1991}
}
@inproceedings{DBLP:conf/colt/OrponenG90,
author = {Pekka Orponen and
Russell Greiner},
title = {On the Sample Complexity of Finding Good Search Strategies},
booktitle = {{COLT}},
pages = {352--358},
publisher = {Morgan Kaufmann},
year = {1990}
}
@article{DBLP:journals/ai/GreinerSW89,
author = {Russell Greiner and
Barbara A. Smith and
Ralph W. Wilkerson},
title = {A Correction to the Algorithm in Reiter's Theory of Diagnosis},
journal = {Artif. Intell.},
volume = {41},
number = {1},
pages = {79--88},
year = {1989}
}
@inproceedings{DBLP:conf/icml/Greiner89,
author = {Russell Greiner},
title = {Towards a Formal Analysis of {EBL}},
booktitle = {{ML}},
pages = {450--453},
publisher = {Morgan Kaufmann},
year = {1989}
}
@inproceedings{DBLP:conf/ijcai/GreinerL89,
author = {Russell Greiner and
J. Likuski},
title = {Incorporating Redundant Learned Rules: {A} Preliminary Formal Analysis
of {EBL}},
booktitle = {{IJCAI}},
pages = {744--749},
publisher = {Morgan Kaufmann},
year = {1989}
}
@article{DBLP:journals/ai/Greiner88,
author = {Russell Greiner},
title = {Learning by Understanding Analogies},
journal = {Artif. Intell.},
volume = {35},
number = {1},
pages = {81--125},
year = {1988}
}
@article{DBLP:journals/ci/Greiner88,
author = {Russell Greiner},
title = {Against the unjustified use of probabilities},
journal = {Comput. Intell.},
volume = {4},
pages = {79--83},
year = {1988}
}
@article{DBLP:journals/ml/Greinera88,
author = {Russell Greiner},
title = {A Review of Machine Learning at {AAAI-87}},
journal = {Mach. Learn.},
volume = {3},
pages = {79--92},
year = {1988}
}
@inproceedings{DBLP:conf/icassp/LeeMGR88,
author = {S. Lee and
Evangelos E. Milios and
Russell Greiner and
James R. Rossiter},
title = {Signal abstractions in the machine analysis of radar signals for ice
profiling},
booktitle = {{ICASSP}},
pages = {1224--1227},
publisher = {{IEEE}},
year = {1988}
}
@phdthesis{DBLP:phd/us/Greiner85,
author = {Russell Greiner},
title = {Learning by understanding analogies},
school = {Stanford University, {USA}},
year = {1985}
}
@inproceedings{DBLP:conf/ijcai/GreinerG83,
author = {Russell Greiner and
Michael R. Genesereth},
title = {What's New? {A} Semantic Definition of Novelty},
booktitle = {{IJCAI}},
pages = {450--454},
publisher = {William Kaufmann},
year = {1983}
}
@inproceedings{DBLP:conf/aaai/GreinerL80,
author = {Russell Greiner and
Douglas B. Lenat},
title = {A Representation Language Language},
booktitle = {{AAAI}},
pages = {165--169},
publisher = {{AAAI} Press/MIT Press},
year = {1980}
}
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