Search Results - "KELLER, James M"

Improvements to the relational fuzzy c-means clustering algorithm by Khalilia, Mohammed A., Bezdek, James, Popescu, Mihail, Keller, James M.

“…Relational fuzzy c-means (RFCM) is an algorithm for clustering objects represented in a pairwise dissimilarity values in a dissimilarity data matrix D. RFCM is…”
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Linguistic summarization of video for fall detection using voxel person and fuzzy logic by Anderson, Derek, Luke, Robert H., Keller, James M., Skubic, Marjorie, Rantz, Marilyn, Aud, Myra

“…In this paper, we present a method for recognizing human activity from linguistic summarizations of temporal fuzzy inference curves representing the states of…”
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Day or Night Activity Recognition From Video Using Fuzzy Clustering Techniques by Banerjee, Tanvi, Keller, James M., Skubic, Marjorie, Stone, Erik

“…We present an approach for activity state recognition implemented on data collected from various sensors-standard web cameras under normal illumination, web…”
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Shear Wave Elastography and Cervical Lymph Nodes: Predicting Malignancy by Azizi, Ghobad, Keller, James M, Mayo, Michelle L, Piper, Kelé, Puett, David, Earp, Karly M, Malchoff, Carl D

“…Abstract This prospective study evaluates the accuracy of virtual touch imaging quantification (VTIQ), a non-invasive shear wave elastography method for…”
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Frequency Subband Processing and Feature Analysis of Forward-Looking Ground-Penetrating Radar Signals for Land-Mine Detection by Tsaipei Wang, Keller, J.M., Gader, P.D., Sjahputera, O.

“…There has been significant amount of study on the use of ground-penetrating radar (GPR) for land-mine detection. This paper presents our analysis of GPR data…”
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TLPCM: Transfer Learning Possibilistic [Formula Omitted]-Means by Gargees, Rayan, Keller, James M, Popescu, Mihail

“…Traditional machine learning and data mining have made tremendous progress in many knowledge-based areas, such as clustering, classification, and regression…”
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Relational Generalizations of Cluster Validity Indices by Sledge, I J, Bezdek, J C, Havens, T C, Keller, J M

“…Numerous computational schemes have arisen over the years that attempt to learn information about objects based upon the similarity or dissimilarity of one…”
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Granular Modeling of Fuzzy Color Categories by Chamorro-Martinez, Jesus, Keller, James M.

“…In this paper, we introduce fuzzy granular colors for modeling color categories. Fuzzy granular colors are built by aggregating fuzzy colors having semantic…”
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Comments on "TLPCM: Transfer Learning Possibilistic C-Means": Errata and Observations by Gargees, Rayan, Keller, James M., Popescu, Mihail

“…The purpose of this article is twofold. First, and foremost, it fixes an error that somehow made it through all the reviewing, both by the authors and the…”
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Enabling Explainable Fusion in Deep Learning With Fuzzy Integral Neural Networks by Islam, Muhammad Aminul, Anderson, Derek T., Pinar, Anthony J., Havens, Timothy C., Scott, Grant, Keller, James M.

“…Information fusion is an essential part of numerous engineering systems and biological functions, e.g., human cognition. Fusion occurs at many levels, ranging…”
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New Linguistic Description Approach for Time Series and Its Application to Bed Restlessness Monitoring for Eldercare by Martinez-Cruz, Carmen, Rueda, Antonio J., Popescu, Mihail, Keller, James M.

“…Time-series analysis has been an active area of research for years, with important applications in forecasting or discovery of hidden information such as…”
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Cardiovascular Function and Ballistocardiogram: A Relationship Interpreted via Mathematical Modeling by Guidoboni, Giovanna, Sala, Lorenzo, Enayati, Moein, Sacco, Riccardo, Szopos, Marcela, Keller, James M., Popescu, Mihail, Despins, Laurel, Huxley, Virginia H., Skubic, Marjorie

“…Objective: To develop quantitative methods for the clinical interpretation of the ballistocardiogram (BCG). Methods: A closed-loop mathematical model of the…”
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High-Frequency Sensorineural Hearing Loss and Its Underlying Genetics (Hfhl1 and Hfhl2) in NIH Swiss Mice by Keller, James M., Neely, Harold R., Latoche, Joseph R., Noben-Trauth, Konrad

“…Studies using inbred strains of mice have been invaluable for identifying alleles that adversely affect hearing. However, the efficacy of those studies is…”
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A distance metric for a space of linguistic summaries by Wilbik, Anna, Keller, James M.

“…Producing linguistic summaries of large databases or temporal sequences of measurements is an endeavor that is receiving increasing attention. These summaries…”
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Thyroid Nodules and Shear Wave Elastography: A New Tool in Thyroid Cancer Detection by Azizi, Ghobad, Keller, James M, Mayo, Michelle L, Piper, Kelé, Puett, David, Earp, Karly M, Malchoff, Carl D

“…Abstract This study determines the performance of virtual touch imaging quantification (VTIQ), a non-invasive shear wave elastography method for measuring…”
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Linguistic Prototypes for Data From Eldercare Residents by Wilbik, Anna, Keller, James M., Bezdek, James C.

“…We present a model for the analysis of time series sensor data collected at an eldercare facility. The sensors measure restlessness in bed and bedroom motion…”
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Controlling Membership Spread in Type-2 Fuzzy Clustering by Chantapakul, Watchanan, Keller, James M., Auephanwiriyakul, Sansanee

“…Fuzzy C-means (FCM) has been a prominent clustering algorithm for a long time. It was extended to a type-2 framework by the Linguistic Fuzzy C-means (LFCM)…”
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Streaming Data Analysis: Clustering or Classification? by Bezdek, James C., Keller, James M.

“…This article is a position paper about models and algorithms that are generally called "stream clustering." Semantics and methods used in this field are often…”
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Corrections to "Cardiovascular Function and Ballistocardiogram: A Relationship Interpreted via Mathematical Modeling" [Oct 19 2906-2917] by Guidoboni, Giovanna, Sala, Lorenzo, Enayati, Moein, Sacco, Riccardo, Szopos, Marcela, Keller, James M., Popescu, Mihail, Despins, Laurel, Huxley, Virginia H., Skubic, Marjorie

“…Presents a missing funding acknowledgment for Dr. Mihail Popescu in the above named paper…”
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Clustering ellipses for anomaly detection by Moshtaghi, Masud, Havens, Timothy C., Bezdek, James C., Park, Laurence, Leckie, Christopher, Rajasegarar, Sutharshan, Keller, James M., Palaniswami, Marimuthu

“…Comparing, clustering and merging ellipsoids are problems that arise in various applications, e.g., anomaly detection in wireless sensor networks and…”
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