ProQuest Subject Index - Computer science at UNIVERSITY OF MASSACHUSETTS AMHERST

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You are viewing titles for UNIVERSITY OF MASSACHUSETTS AMHERST in the Computer science available through the UMI Dissertations & Thesis Gradwoorks site

Exploiting structure in decentralized Markov decision processes	Sentence level information patterns for novelty detection

On the interaction among self-interested users of network resources	Self-organization in large-scale wireless networks

Scalable cooperative multiagent reinforcement learning in the context of an organization	Improving access to organized information

Inference of network properties from active and passive measurements on wired/wireless networks: A modeling approach	Learning based organizational approaches for peer-to-peer based information retrieval systems

Quantifying and improving the performance of garbage collection	An efficient and privacy-preserving framework for information dissemination among independent entities

Statistical models and analysis techniques for learning in relational data	Resource management for distributed real-time systems

Dynamics of global supply chain and electric power networks: Models, pricing analysis, and computations	Scalable knowledge acquisition through cumulative learning and memory organization

System support for pervasive multimedia systems	Aspects of sentence retrieval

On routing optimization in wired and wireless networks	An embedded high-performance network measurement architecture

Learning and generalizing control-based grasping and manipulation skills	Multi-image reconstruction from aerial images and sequences

Planning and learning for weakly-coupled distributed agents	The smoothed Dirichlet distribution: Understanding cross-entropy ranking in information retrieval

Automating and evaluating assume-guarantee reasoning	SensEye: A multi-tier heterogeneous camera sensor network

Internet routing and its transient behavior	Exploiting structure: A guided approach to sampling-based robot motion planning

Tandem learning: A learning framework for document categorization	Communication management in distributed sensor interpretation

Compiler-assisted hardware-based data prefetching for next generation processors	Monitoring, measurement, and control of multimedia traffic in IP networks

Pachinko allocation: DAG-structured mixture models of topic correlations	Topic models in information retrieval

Software-based permanent fault recovery techniques using inherent hardware redundancy	Routing in mobile DTNs: Performance modeling, network coding benefit, and mobility trace modeling

Beyond bags of words: Effectively modeling dependence and features in information retrieval	Searching question and answer archives

Retrieval performance prediction and document quality	Efficient training methods for conditional random fields

Autocorrelation and regularization of query-based information retrieval scores	Efficient processing of complex features for information retrieval

Data memory subsystem resilient to process variations	Combinatorial Markov Random Fields and their applications to information organization

On joint coding and combinatorial optimization in communication networks	Cluster-based retrieval from a language modeling perspective

Distributed data collection: Archiving, indexing, and analysis	Interactive reformulation of long queries

Unified detection and recognition for reading text in scene images	Minimal infrastructure short range radar networks

Statistical models for text query-based image retrieval	Geometric constraint systems with applications in CAD and biology

Achieving higher dependability through host and NIC processor collaboration	Evaluation of find-similar with simulation and network analysis

Automatic capture and creation of presentations from multimedia lectures	A statistical approach to improving accuracy in classifier ensembles

Scalable techniques for network control and evaluation	Low-cost and robust evaluation of information retrieval systems

Incident threading in news	Algorithms and protocols towards energy-efficiency in wireless networks

Behavioral building blocks for autonomous agents: Description, identification, and learning	Agent interactions in decentralized environments

Structured topic models: Jointly modeling words and their accompanying modalities	Operating system support for modern applications

Improved network consistency and connectivity in mobile and sensor systems	Sensor control and scheduling strategies for sensor networks

Action-based representation discovery in Markov decision processes	Resource management in complex and dynamic environments

Semantic methods for intelligent distributed design environments	Learning the structure of Bayesian networks with constraint satisfaction

Basis construction and utilization for Markov decision processes using graphs	A behavioral approach to human-robot communication

Generalized instruction selector generation: The automatic construction of instruction selectors from descriptions of compiler internal forms and target machines	Paying attention to what matters: Observation abstraction in partially observable environments

Whole-body strategies for mobility and manipulation	Discovery of complex regulatory modules from expression genetics data

On detection, analysis and characterization of transient and parametric failures in nano-scale CMOS VLSI	Increasing scalability in algorithms for centralized and decentralized partially observable Markov decision processes: Efficient decision-making and coordination in uncertain environments

Bounds on service quality for networks subject to augmentation and attack	Enabling accurate analysis of private network data

Using context to enhance the understanding of face images	Data management and wireless transport for large scale sensor networks

System support for perpetual mobile tracking	Problems in generic combinatorial rigidity: Sparsity, sliders, and emergence of components

A geometric framework for transfer learning using manifold alignment	Automated negotiation for complex multi-agent resource allocation

Architecting protocols to enable mobile applications in diverse wireless networks	Improving processes using static analysis techniques

Hardening software against memory errors and attacks	Adaptive balancing of exploitation with exploration to improve protein structure prediction

Autonomous robot skill acquisition	Enabling peer-to-peer swarming for multi-commodity dissemination

Expressiveness and succinctness of first-order logic on finite words	Query-dependent selection of retrieval alternatives

Computational affect detection for education and health	On co-optimization of constrained satisfiability problems for hardware software applications

Variations on stigmergic communication to improve artificial intelligence and biological modeling	Search using social media structures

Interactive perception of articulated objects for autonomous manipulation	Improving data center resource management, deployment, and availability with virtualization

Discovering and using implicit data for information retrieval	Scaling multi-agent learning in complex environments

Acceleration of CFD and data analysis using graphics processors	Topic regression

Weakly supervised learning for unconstrained face processing	Resource-bounded information acquisition and learning

Information retrieval with query hypergraphs	Towards large-scale validation of protein flexibility using rigidity analysis

Retrieval and evaluation techniques for personal information	Variable risk policy search for dynamic robot control

Security issues in network virtualization for the future Internet	Leveraging relational representations for causal discovery

Modeling reformulation as query distributions	On the analysis and management of cache networks

Privacy-aware collaboration among untrusted resource constrained devices	Software techniques to reduce the energy consumption of low-power devices at the limits of digital abstractions

Bridging the gap between autonomous skill learning and task-specific planning