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Results 1 - 10
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2,703
Constructive Machine Learning: A New Neuro-Symbolic Approach
"... Hybrid neuro-symbolic systems have been used recently to combine Artificial Neural Networks and knowledge based symbolic systems with success. This kind of systems tries to take advantage of their respective strengths [4,5,10]. In this paper we present the INSS system, a new hybrid approach based up ..."
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Hybrid neuro-symbolic systems have been used recently to combine Artificial Neural Networks and knowledge based symbolic systems with success. This kind of systems tries to take advantage of their respective strengths [4,5,10]. In this paper we present the INSS system, a new hybrid approach based
COPASI -- a COmplex PAthway SImulator
- BIOINFORMATICS
, 2006
"... Motivation: Simulation and modeling is becoming a standard approach to understand complex biochemical processes. Therefore, there is a big need for software tools that allow access to diverse simulation and modeling methods as well as support for the usage of these methods. Results: Here, we present ..."
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Cited by 270 (6 self)
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Motivation: Simulation and modeling is becoming a standard approach to understand complex biochemical processes. Therefore, there is a big need for software tools that allow access to diverse simulation and modeling methods as well as support for the usage of these methods. Results: Here, we
Neuro-Symbolic Hybrid Systems Vianey Guadalupe Cruz Sánchez, Gerardo Reyes Salgado, Osslan Osiris Vergara Villegas
"... Actually, the Hybrid Systems (HS) approach is very used to solve problems where different knowledge representations are involve in one system. This integration has the advantage to compensate the weakness of one or another system complementing their strengths. The Neuro-Symbolic Hybrid Systems (NSHS ..."
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Actually, the Hybrid Systems (HS) approach is very used to solve problems where different knowledge representations are involve in one system. This integration has the advantage to compensate the weakness of one or another system complementing their strengths. The Neuro-Symbolic Hybrid Systems
High-performance complex event processing over streams
- In SIGMOD
, 2006
"... In this paper, we present the design, implementation, and evaluation of a system that executes complex event queries over real-time streams of RFID readings encoded as events. These complex event queries filter and correlate events to match specific patterns, and transform the relevant events into n ..."
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Cited by 161 (7 self)
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of complex event processing, and pipelines such sequences to subsequent operators that are built by leveraging relational techniques. We also develop a large suite of optimization techniques to address challenges such as large sliding windows and intermediate result sizes. We demonstrate the effectiveness
What in the world do we hear? an ecological approach to auditory event perception
- Ecological Psychology
, 1993
"... Everyday listening is the experience of hearing events in the world rather than sounds per se. In this paper, I take an ecological approach to everyday listening in order to overcome constraints on its study implied by more traditional approaches. In particular, I am concerned with developing a new ..."
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Cited by 173 (1 self)
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Everyday listening is the experience of hearing events in the world rather than sounds per se. In this paper, I take an ecological approach to everyday listening in order to overcome constraints on its study implied by more traditional approaches. In particular, I am concerned with developing a new
A game theoretic approach to controller design for hybrid systems
- Proceedings of the IEEE
, 2000
"... We present a method to design controllers for safety specifications in hybrid systems. The hybrid system combines discrete event dynamics with nonlinear continuous dynamics: the discrete event dynamics model linguistic and qualitative information and naturally accommodate mode switching logic, and t ..."
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Cited by 126 (33 self)
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We present a method to design controllers for safety specifications in hybrid systems. The hybrid system combines discrete event dynamics with nonlinear continuous dynamics: the discrete event dynamics model linguistic and qualitative information and naturally accommodate mode switching logic
Process Cruise Control: Event-Driven Clock Scaling for Dynamic Power Management
, 2002
"... Scalability of the core frequency is a common feature of low-power processor architectures. Many heuristics for frequency scaling were proposed in the past to find the best trade-off between energy efficiency and computational performance. With complex applications exhibiting unpredictable behavior ..."
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Cited by 125 (5 self)
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on the Intel XScale architecture, that offers a variety of frequencies and a set of configurable event counters. Energy measurements of the target architecture under variable load show the advantage of the proposed approach.
A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks.
- Proc Natl Acad Sci USA
, 2008
"... Cognitively demanding tasks that evoke activation in the brain's central-executive network (CEN) have been consistently shown to evoke decreased activation (deactivation) in the default-mode network (DMN). The neural mechanisms underlying this switch between activation and deactivation of larg ..."
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Cited by 178 (1 self)
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events in the environment. Recent research suggests that the human brain is intrinsically organized into distinct functional networks that support these processes (1-4). Analysis of resting-state functional connectivity, using both model-based and model-free approaches, has suggested the existence
Processing flows of information: from data stream to complex event processing
- ACM COMPUTING SURVEYS
, 2011
"... A large number of distributed applications requires continuous and timely processing of information as it flows from the periphery to the center of the system. Examples include intrusion detection systems which analyze network traffic in real-time to identify possible attacks; environmental monitori ..."
Abstract
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Cited by 67 (11 self)
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A large number of distributed applications requires continuous and timely processing of information as it flows from the periphery to the center of the system. Examples include intrusion detection systems which analyze network traffic in real-time to identify possible attacks; environmental
Complexity and Algorithms for Reasoning About Time: A Graph-Theoretic Approach
, 1992
"... Temporal events are regarded here as intervals on a time line. This paper deals with problems in reasoning about such intervals when the precise topological relationship between them is unknown or only partially specified. This work unifies notions of interval algebras in artificial intelligence ..."
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Cited by 101 (11 self)
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Temporal events are regarded here as intervals on a time line. This paper deals with problems in reasoning about such intervals when the precise topological relationship between them is unknown or only partially specified. This work unifies notions of interval algebras in artificial intelligence
Results 1 - 10
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