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Publications of "Taghi M. Khoshgoftaar" ( http://dblp.L3S.de/Authors/Taghi_M._Khoshgoftaar )

URL (Homepage):  http://www.cse.fau.edu/~taghi/  Author page on DBLP  Author page in RDF  Community of Taghi M. Khoshgoftaar in ASPL-2

Publication years (Num. hits)
1989-1993 (17) 1994-1995 (21) 1996-1997 (16) 1998-1999 (20) 2000-2001 (19) 2002-2003 (20) 2004 (17) 2005 (17) 2006 (20) 2007 (27) 2008 (27) 2009 (26) 2010 (21) 2011 (32) 2012 (34) 2013 (35) 2014 (27) 2015 (30) 2016 (22) 2017 (22) 2018 (20) 2019 (8)
Publication types (Num. hits)
article(157) incollection(6) inproceedings(332) proceedings(3)
Venues (Conferences, Journals, ...)
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The graphs summarize 248 occurrences of 120 keywords

Results
Found 499 publication records. Showing 498 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Joseph D. Prusa, Ryan Sagul, Taghi M. Khoshgoftaar Extracting Knowledge from Technical Reports for the Valuation of West Texas Intermediate Crude Oil Futures. Search on Bibsonomy Information Systems Frontiers The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Matthew Herland, Richard A. Bauder, Taghi M. Khoshgoftaar The effects of class rarity on the evaluation of supervised healthcare fraud detection models. Search on Bibsonomy J. Big Data The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Justin M. Johnson, Taghi M. Khoshgoftaar Survey on deep learning with class imbalance. Search on Bibsonomy J. Big Data The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Connor Shorten, Taghi M. Khoshgoftaar A survey on Image Data Augmentation for Deep Learning. Search on Bibsonomy J. Big Data The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Robert K. L. Kennedy, Taghi M. Khoshgoftaar, Flavio Villanustre, Timothy Humphrey A parallel and distributed stochastic gradient descent implementation using commodity clusters. Search on Bibsonomy J. Big Data The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Aaron N. Richter, Taghi M. Khoshgoftaar Melanoma risk modeling from limited positive samples. Search on Bibsonomy NetMAHIB The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Chad Calvert, Clifford Kemp, Taghi M. Khoshgoftaar, Maryam M. Najafabadi Detecting Slow HTTP POST DoS Attacks Using Netflow Features. Search on Bibsonomy FLAIRS Conference The full citation details ... 2019 DBLP  BibTeX  RDF
1Gabriel Castaneda, Paul Morris, Joseph D. Prusa, Taghi M. Khoshgoftaar Investigation of Maxout Activations on Convolutional Neural Networks for Big Data Text Sentiment Analysis. Search on Bibsonomy FLAIRS Conference The full citation details ... 2019 DBLP  BibTeX  RDF
1Aaron N. Richter, Taghi M. Khoshgoftaar A review of statistical and machine learning methods for modeling cancer risk using structured clinical data. Search on Bibsonomy Artificial Intelligence in Medicine The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya A survey on addressing high-class imbalance in big data. Search on Bibsonomy J. Big Data The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sahar Sohangir, Dingding Wang 0001, Anna Pomeranets, Taghi M. Khoshgoftaar Big Data: Deep Learning for financial sentiment analysis. Search on Bibsonomy J. Big Data The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Matthew Herland, Taghi M. Khoshgoftaar, Richard A. Bauder Big Data fraud detection using multiple medicare data sources. Search on Bibsonomy J. Big Data The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar Social media for polling and predicting United States election outcome. Search on Bibsonomy Social Netw. Analys. Mining The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar The Impact of Malicious Accounts on Political Tweet Sentiment. Search on Bibsonomy CIC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar The Detection of Medicare Fraud Using Machine Learning Methods with Excluded Provider Labels. Search on Bibsonomy FLAIRS Conference The full citation details ... 2018 DBLP  BibTeX  RDF
1Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar Location-Based Twitter Sentiment Analysis for Predicting the U.S. 2016 Presidential Election. Search on Bibsonomy FLAIRS Conference The full citation details ... 2018 DBLP  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar, Amri Napolitano Fraud Detection with a Limited Number of Known Fraudulent Medicare Providers. Search on Bibsonomy FLAIRS Conference The full citation details ... 2018 DBLP  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar, Tawfiq Hasanin Data Sampling Approaches with Severely Imbalanced Big Data for Medicare Fraud Detection. Search on Bibsonomy ICTAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Aaron N. Richter, Taghi M. Khoshgoftaar Building and Interpreting Risk Models from Imbalanced Clinical Data. Search on Bibsonomy ICTAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Raquel da Rosa, Taghi M. Khoshgoftaar Identifying Medicare Provider Fraud with Unsupervised Machine Learning. Search on Bibsonomy IRI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ahmad Abu Shanab, Taghi M. Khoshgoftaar Is Gene Selection Enough for Imbalanced Bioinformatics Data? Search on Bibsonomy IRI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Clifford Kemp, Chad Calvert, Taghi M. Khoshgoftaar Utilizing Netflow Data to Detect Slow Read Attacks. Search on Bibsonomy IRI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar A Survey of Medicare Data Processing and Integration for Fraud Detection. Search on Bibsonomy IRI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Tawfiq Hasanin, Taghi M. Khoshgoftaar The Effects of Random Undersampling with Simulated Class Imbalance for Big Data. Search on Bibsonomy IRI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ahmad Abu Shanab, Taghi M. Khoshgoftaar Filter-Based Subset Selection for Easy, Moderate, and Hard Bioinformatics Data. Search on Bibsonomy IRI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar Medicare Fraud Detection Using Random Forest with Class Imbalanced Big Data. Search on Bibsonomy IRI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Aaron N. Richter, Taghi M. Khoshgoftaar Melanoma Risk Prediction with Structured Electronic Health Records. Search on Bibsonomy BCB The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar, Tawfiq Hasanin An Empirical Study on Class Rarity in Big Data. Search on Bibsonomy ICMLA The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar Improving deep neural network design with new text data representations. Search on Bibsonomy J. Big Data The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Flavio Villanustre, John Holt Large-scale distributed L-BFGS. Search on Bibsonomy J. Big Data The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Oscar Day, Taghi M. Khoshgoftaar A survey on heterogeneous transfer learning. Search on Bibsonomy J. Big Data The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford Improving detection of untrustworthy online reviews using ensemble learners combined with feature selection. Search on Bibsonomy Social Netw. Analys. Mining The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Brian Heredia, Joseph D. Prusa, Taghi M. Khoshgoftaar Exploring the Effectiveness of Twitter at Polling the United States 2016 Presidential Election. Search on Bibsonomy CIC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar Detection of Phishing Webpages Using Heterogeneous Transfer Learning. Search on Bibsonomy CIC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar Deep Neural Network Architecture for Character-Level Learning on Short Text. Search on Bibsonomy FLAIRS Conference The full citation details ... 2017 DBLP  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar Multivariate Anomaly Detection in Medicare using Model Residuals and Probabilistic Programming. Search on Bibsonomy FLAIRS Conference The full citation details ... 2017 DBLP  BibTeX  RDF
1Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp A Text Mining Approach for Anomaly Detection in Application Layer DDoS Attacks. Search on Bibsonomy FLAIRS Conference The full citation details ... 2017 DBLP  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar Training Convolutional Networks on Truncated Text. Search on Bibsonomy ICTAI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar Evaluation of Transfer Learning Algorithms Using Different Base Learners. Search on Bibsonomy ICTAI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar Estimating Outlier Score Probabilities. Search on Bibsonomy IRI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Matthew Herland, Richard A. Bauder, Taghi M. Khoshgoftaar Medical Provider Specialty Predictions for the Detection of Anomalous Medicare Insurance Claims. Search on Bibsonomy IRI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Chad Calvert, Clifford Kemp User Behavior Anomaly Detection for Application Layer DDoS Attacks. Search on Bibsonomy IRI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar Analysis of Transfer Learning Performance Measures. Search on Bibsonomy IRI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Ryan Sagul, Taghi M. Khoshgoftaar, Michael Sterling Extracting Knowledge from Technical Reports for the Valuation of West Texas Intermediate Crude Oil Futures. Search on Bibsonomy IRI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sara Landset, Michael F. Bergeron, Taghi M. Khoshgoftaar Using Weather and Playing Surface to Predict the Occurrence of Injury in Major League Soccer Games: A Case Study. Search on Bibsonomy IRI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Aaron N. Richter, Taghi M. Khoshgoftaar Modernizing Analytics for Melanoma with a Large-Scale Research Dataset. Search on Bibsonomy IRI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Aaron N. Richter, Taghi M. Khoshgoftaar Predicting sentinel node status in melanoma from a real-world EHR dataset. Search on Bibsonomy BIBM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar Medicare Fraud Detection Using Machine Learning Methods. Search on Bibsonomy ICMLA The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar Comparing Transfer Learning and Traditional Learning Under Domain Class Imbalance. Search on Bibsonomy ICMLA The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Gabriel Castaneda, Taghi M. Khoshgoftaar A Review of Performance Evaluation on 2D Face Databases. Search on Bibsonomy BigDataService The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Kewen Li, Lu Liu, Jiannan Zhai, Taghi M. Khoshgoftaar, Timing Li The improved grey model based on particle swarm optimization algorithm for time series prediction. Search on Bibsonomy Eng. Appl. of AI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar, Dingding Wang 0001 A survey of transfer learning. Search on Bibsonomy J. Big Data The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic Deep Learning Techniques in Big Data Analytics. Search on Bibsonomy Big Data Technologies and Applications The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar, Dingding Wang 0001 Transfer Learning Techniques. Search on Bibsonomy Big Data Technologies and Applications The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford Integrating Multiple Data Sources to Enhance Sentiment Prediction. Search on Bibsonomy CIC The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar Comparing Approaches for Combining Data Sampling and Feature Selection to Address Key Data Quality Issues in Tweet Sentiment Analysis. Search on Bibsonomy FLAIRS Conference The full citation details ... 2016 DBLP  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano Necessity of Feature Selection when Augmenting Tweet Sentiment Feature Spaces with Emoticons. Search on Bibsonomy FLAIRS Conference The full citation details ... 2016 DBLP  BibTeX  RDF
1Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa Reducing Feature Set Explosion to Facilitate Real-World Review Spam Detection. Search on Bibsonomy FLAIRS Conference The full citation details ... 2016 DBLP  BibTeX  RDF
1Maryam M. Najafabadi, Taghi M. Khoshgoftaar, Amri Napolitano, Charles Wheelus RUDY Attack: Detection at the Network Level and Its Important Features. Search on Bibsonomy FLAIRS Conference The full citation details ... 2016 DBLP  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya Enhancing Ensemble Learners with Data Sampling on High-Dimensional Imbalanced Tweet Sentiment Data. Search on Bibsonomy FLAIRS Conference The full citation details ... 2016 DBLP  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar An Investigation of Transfer Learning and Traditional Machine Learning Algorithms. Search on Bibsonomy ICTAI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar, Aaron N. Richter, Matthew Herland Predicting Medical Provider Specialties to Detect Anomalous Insurance Claims. Search on Bibsonomy ICTAI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar Designing a Better Data Representation for Deep Neural Networks and Text Classification. Search on Bibsonomy IRI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano Investigating the Variation of Ensemble Size on Bagging-Based Classifier Performance in Imbalanced Bioinformatics Datasets. Search on Bibsonomy IRI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar, Oneeb Rehman Designing a Testing Framework for Transfer Learning Algorithms (Application Paper). Search on Bibsonomy IRI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Aaron N. Richter, Taghi M. Khoshgoftaar Predicting Cancer Relapse with Clinical Data: A Survey of Current Techniques. Search on Bibsonomy IRI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar A Novel Method for Fraudulent Medicare Claims Detection from Expected Payment Deviations (Application Paper). Search on Bibsonomy IRI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford Cross-Domain Sentiment Analysis: An Empirical Investigation. Search on Bibsonomy IRI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Karl R. Weiss, Taghi M. Khoshgoftaar Investigating Transfer Learners for Robustness to Domain Class Imbalance. Search on Bibsonomy ICMLA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Richard A. Bauder, Taghi M. Khoshgoftaar A Probabilistic Programming Approach for Outlier Detection in Healthcare Claims. Search on Bibsonomy ICMLA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Brian Heredia, Taghi M. Khoshgoftaar, Joseph D. Prusa, Michael Crawford An Investigation of Ensemble Techniques for Detection of Spam Reviews. Search on Bibsonomy ICMLA The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano Is Data Sampling Required When Using Random Forest for Classification on Imbalanced Bioinformatics Data? Search on Bibsonomy Theoretical Information Reuse and Integration The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Huanjing Wang, Taghi M. Khoshgoftaar, Naeem Seliya On the Stability of Feature Selection Methods in Software Quality Prediction: An Empirical Investigation. Search on Bibsonomy International Journal of Software Engineering and Knowledge Engineering The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano An Empirical Investigation on Wrapper-Based Feature Selection for Predicting Software Quality. Search on Bibsonomy International Journal of Software Engineering and Knowledge Engineering The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano Investigating Two Approaches for Adding Feature Ranking to Sampled Ensemble Learning for Software Quality Estimation. Search on Bibsonomy International Journal of Software Engineering and Knowledge Engineering The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano Aggregating Data Sampling with Feature Subset Selection to Address Skewed Software Defect Data. Search on Bibsonomy International Journal of Software Engineering and Knowledge Engineering The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sara Landset, Taghi M. Khoshgoftaar, Aaron N. Richter, Tawfiq Hasanin A survey of open source tools for machine learning with big data in the Hadoop ecosystem. Search on Bibsonomy J. Big Data The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar, Naeem Seliya, Randall Wald, Edin Muharemagic Deep learning applications and challenges in big data analytics. Search on Bibsonomy J. Big Data The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Richard Zuech, Taghi M. Khoshgoftaar, Randall Wald Intrusion detection and Big Heterogeneous Data: a Survey. Search on Bibsonomy J. Big Data The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Michael Crawford, Taghi M. Khoshgoftaar, Joseph D. Prusa, Aaron N. Richter, Hamzah Al Najada Survey of review spam detection using machine learning techniques. Search on Bibsonomy J. Big Data The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano Stability of Three Forms of Feature Selection Methods on Software Engineering Data. Search on Bibsonomy SEKE The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano Combining Feature Subset Selection and Data Sampling for Coping with Highly Imbalanced Software Data. Search on Bibsonomy SEKE The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Richard Zuech, Taghi M. Khoshgoftaar, Naeem Seliya, Maryam M. Najafabadi, Clifford Kemp A New Intrusion Detection Benchmarking System. Search on Bibsonomy FLAIRS Conference The full citation details ... 2015 DBLP  BibTeX  RDF
1David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano Selecting the Appropriate Ensemble Learning Approach for Balanced Bioinformatics Data. Search on Bibsonomy FLAIRS Conference The full citation details ... 2015 DBLP  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman Impact of Feature Selection Techniques for Tweet Sentiment Classification. Search on Bibsonomy FLAIRS Conference The full citation details ... 2015 DBLP  BibTeX  RDF
1Aaron N. Richter, Michael Crawford, Brian Heredia, Taghi M. Khoshgoftaar Efficient Modeling of User-Entity Preference in Big Social Networks. Search on Bibsonomy ICTAI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano Using Feature Selection in Combination with Ensemble Learning Techniques to Improve Tweet Sentiment Classification Performance. Search on Bibsonomy ICTAI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano Ensemble vs. Data Sampling: Which Option Is Best Suited to Improve Classification Performance of Imbalanced Bioinformatics Data? Search on Bibsonomy ICTAI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Aaron N. Richter, Taghi M. Khoshgoftaar, Sara Landset, Tawfiq Hasanin A Multi-dimensional Comparison of Toolkits for Machine Learning with Big Data. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Gabriel Castaneda, Taghi M. Khoshgoftaar A Survey of 2D Face Databases. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Ahmad Abu Shanab Observing the Effect of the Choice of Classifier on Bioinformatics Data with Varying Levels of Data Quality and Class Balance. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano Choosing an Appropriate Ensemble Classifier for Balanced Bioinformatics Data. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman, Amri Napolitano Alterations to the Bootstrapping Process within Random Forest: A Case Study on Imbalanced Bioinformatics Data. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1David J. Dittman, Taghi M. Khoshgoftaar, Amri Napolitano The Effect of Data Sampling When Using Random Forest on Imbalanced Bioinformatics Data. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman Using Ensemble Learners to Improve Classifier Performance on Tweet Sentiment Data. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano Using Random Undersampling to Alleviate Class Imbalance on Tweet Sentiment Data. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Brian Heredia, Taghi M. Khoshgoftaar, Alireza Fazelpour, David J. Dittman Building an Effective Classification Model for Breast Cancer Patient Response Data. Search on Bibsonomy IRI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar, Naeem Seliya The Effect of Dataset Size on Training Tweet Sentiment Classifiers. Search on Bibsonomy ICMLA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Joseph D. Prusa, Taghi M. Khoshgoftaar, Amri Napolitano Utilizing Ensemble, Data Sampling and Feature Selection Techniques for Improving Classification Performance on Tweet Sentiment Data. Search on Bibsonomy ICMLA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano Does the Inclusion of Data Sampling Improve the Performance of Boosting Algorithms on Imbalanced Bioinformatics Data? Search on Bibsonomy ICMLA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
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