Browsing by Author "Zaki, Mohammed J., 1971-"
Now showing items 1-20 of 69
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A computational analysis of human genetic variation
Javed, Asif (Rensselaer Polytechnic Institute, Troy, NY, 2008-12) -
Active learning of Gaussian mixture models using direct estimation of error reduction
Gaston, Jeffry (Rensselaer Polytechnic Institute, Troy, NY, 2012-05) -
Agent-based dynamics models for opinion spreading and community detection in large-scale social networks
Xie, Jierui (Rensselaer Polytechnic Institute, Troy, NY, 2012-08) -
Algorithmic data fusion methods for tuberculosis
Ozcaglar, Cagri (Rensselaer Polytechnic Institute, Troy, NY, 2012-08) -
Algorithms for discovering hidden groups in communications
Baumes, Jeffrey T. (Rensselaer Polytechnic Institute, Troy, NY, 2006-12) -
Algorithms for finding hidden groups and their structure from the streaming communication data
Hayvanovych, Mykola (Rensselaer Polytechnic Institute, Troy, NY, 2009-12) -
All-pair comparison of billion-base genome sequences
Li, Haiqiong (Rensselaer Polytechnic Institute, Troy, NY, 2013-12)In this thesis, a parallel implementation of the LSH-ALL-PAIRS algorithm is proposed. The PARALLEL-LSH-ALL-PAIRS algorithm is based on the message passing interface (MPI) and runs on high performance servers, computing ... -
Anomaly detection and diagnosis in manufacturing processes : a comprehensive framework
Iqbal, MD Ridwan Al (Rensselaer Polytechnic Institute, Troy, NY, 2019-08)We call this the two-step neural network algorithm, which is capable of training and predicting on multiple machines. The first step of this algorithm is an unsupervised autoencoder trained to capture the normal behavior ... -
Approximating covariance matrices using low rank perturbations with applications to accent identification and social network clustering
Purnell, Jonathan (Rensselaer Polytechnic Institute, Troy, NY, 2010-08) -
Bit-by-bit : indexing and querying RDF data using compressed bit-vectors
Atre, Medha (Rensselaer Polytechnic Institute, Troy, NY, 2011-12) -
Combining supervised machine learning and structured knowledge for difficult perceptual tasks
Klawonn, Matthew (Rensselaer Polytechnic Institute, Troy, NY, 2019-05)Learning models of visual perception lies at the heart of a number of computer vision problems, including object detection, image description, motion tracking, and more. There are a variety of models which may complete ... -
Computer assisted labeling of humpback whales and whale sharks
Batbouta, Andrew (Rensselaer Polytechnic Institute, Troy, NY, 2017-12)Efficient classification of animal images is important to the study of animal populations. In this thesis we will present solutions for two different problems in animal classification. The first problem is humpback whale ... -
Connecting protein structural knowledge to sequence analysis and design : implications for links between sequences and structures
Huang, Yao-ming (Rensselaer Polytechnic Institute, Troy, NY, 2008-05) -
Context shapes: a novel approach for partial complementary shape matching in proteins
Shentu, Zujun (Rensselaer Polytechnic Institute, Troy, NY, 2006-12) -
Deep learning for noise-tolerant RDFS reasoning
Makni, Bassem (Rensselaer Polytechnic Institute, Troy, NY, 2018-05)This thesis aims to provide a stepping stone towards bridging the Neural-Symbolic gap, specifically targeting the Semantic Web field and RDFS reasoning in particular. This is accomplished through layering Resource Description ... -
Efficient algorithms for mining arbitrary shaped clusters
Chaoji, Vineet (Rensselaer Polytechnic Institute, Troy, NY, 2009-08) -
Efficient distributed graph algorithms for high performance computing contexts
Bogle, Ian (Rensselaer Polytechnic Institute, Troy, NY, 2022-08)There exists a rich and long-standing body of literature on the topic of efficient, parallel graphalgorithms. For many problems, an optimal shared memory approach has been described and refined by numerous studies. However, ... -
Efficient preference learning for AI-powered group decision-making
Zhao, Zhibing (Rensselaer Polytechnic Institute, Troy, NY, 2020-05)Moreover, this dissertation proposes a group decision-making framework with consists of all the three aforementioned phases: a cost-effective preference elicitation method that actively collects informative preferences ... -
Elastic cloud computing for QoS-aware data processing
Imai, Shigeru (Rensselaer Polytechnic Institute, Troy, NY, 2018-05)First, we present two frameworks for elastic batch data processing. The first elastic batch data processing framework supports autonomous VM scaling using application-level migration. It does not require any prior knowledge ... -
Estimation of animal orientation and fiducial mark location
Grover, Henry (Rensselaer Polytechnic Institute, Troy, NY, 2020-05)This thesis addresses the issue of animal orientation estimation and its effect to increase accuracy of identification algorithms. Sets of animal images that have similarly oriented subjects have the potential to result ...