In ordet to maintain the dependability of system and meet the functional needof users dtsire, this paper introduces a survivability mechanism into embedded real-time system,and proposes a general comprehensive, approa...In ordet to maintain the dependability of system and meet the functional needof users dtsire, this paper introduces a survivability mechanism into embedded real-time system,and proposes a general comprehensive, approach based on a rigorous definition of survivability. Thisapproach permits a trade-off between the function and the cost of system development. It emphasizesthe ultradependable implementation of crucial function without demanding that of entire system.展开更多
Owing to the close correlation of development of oil and gas reservoir and spatial geological place, the technique of GIS can be introduced into the process of development and management of oil and gas reservoir. But ...Owing to the close correlation of development of oil and gas reservoir and spatial geological place, the technique of GIS can be introduced into the process of development and management of oil and gas reservoir. But development of oil and gas reservoir has its particularity, development and management GIS of oil and gas reservoir should use the other techniques to extend the forms of representation to make up the shortages of GIS in representation. The development and management GIS of oil and gas reservoir will be perfect besides the basic functions of GIS. This paper expatiates how to use other techniques to extend GIS in development and management of oil and gas reservoir mainly from productive dynamic curve of well, layers of map piling up, 3 D geological model and replaying maps, etc. Through extended GIS in development and management of oil and gas reservoir, the forms of representation of geological information are enriched, representations of information are more direct and visual, spatial descriptive ability and forms of representation of GIS are built up and the single information system will be developed into a management and decision making system.展开更多
This paper presents a coupled neural network, called output-threshold coupled neural network (OTCNN), which can mimic the autowaves in the present pulsed coupled neural networks (PCNNs), by the construction of mutual ...This paper presents a coupled neural network, called output-threshold coupled neural network (OTCNN), which can mimic the autowaves in the present pulsed coupled neural networks (PCNNs), by the construction of mutual coupling between neuron outputs and the threshold of a neuron. Based on its autowaves, this paper presents a method for finding the shortest path in shortest time with OTCNNs. The method presented here features much fewer neurons needed, simplicity of the structure of the neurons and the networks, and large scale of parallel computation. It is shown that OTCNN is very effective in finding the shortest paths from a single start node to multiple destination nodes for asymmetric weighted graph, with a number of iterations proportional only to the length of the shortest paths, but independent of the complexity of the graph and the total number of existing paths in the graph. Finally, examples for finding the shortest path are presented.展开更多
In this paper the one-way P automata with priorities are introduced. Suchautomata are P systems where the membranes are only allowed to consume objects from parentmembranes, under the given conditions. The result of c...In this paper the one-way P automata with priorities are introduced. Suchautomata are P systems where the membranes are only allowed to consume objects from parentmembranes, under the given conditions. The result of computation of these systems is the set ofmultiset sequences consumed by skin membrane into the system. The rules associated in some orderwith each membrane cannot modify any objects, they can only move them through membrane. We show thatP automata with priorities and two membranes can accept every recursively enumerated language.展开更多
In this article we present an application of data mining to the medical domain sleep research, an approach for automatic sleep stage scoring and apnea-hypopnea detec- tion. By several combined techniques （Fourier and...In this article we present an application of data mining to the medical domain sleep research, an approach for automatic sleep stage scoring and apnea-hypopnea detec- tion. By several combined techniques （Fourier and wavelet transform, derivative dynamic time warping, and waveform recognition）, our approach extracts meaningful features （fre- quencies and special patterns like k-complexes and sleep spindles） from physiological recordings containing EEG, ECG, EOG and EMG data. Based on these pieces of in- formation, an ensemble of decision trees is constructed us- ing the principle of bagging, which classifies sleep epochs in their sleep stages according to the rules by Rechtschaf- fen and Kales and annotates occurrences of apnea-hypopnea （total or partial cessation of respiration）. After that, case- based reasoning is applied in order to improve quality. We tested and evaluated our approach on several large public databases from PhysioBank, which showed an overall accu- racy of 95.2% for sleep stage scoring and 94.5% for classify- ing minutes as apneic or non-apneic.展开更多
文摘In ordet to maintain the dependability of system and meet the functional needof users dtsire, this paper introduces a survivability mechanism into embedded real-time system,and proposes a general comprehensive, approach based on a rigorous definition of survivability. Thisapproach permits a trade-off between the function and the cost of system development. It emphasizesthe ultradependable implementation of crucial function without demanding that of entire system.
文摘Owing to the close correlation of development of oil and gas reservoir and spatial geological place, the technique of GIS can be introduced into the process of development and management of oil and gas reservoir. But development of oil and gas reservoir has its particularity, development and management GIS of oil and gas reservoir should use the other techniques to extend the forms of representation to make up the shortages of GIS in representation. The development and management GIS of oil and gas reservoir will be perfect besides the basic functions of GIS. This paper expatiates how to use other techniques to extend GIS in development and management of oil and gas reservoir mainly from productive dynamic curve of well, layers of map piling up, 3 D geological model and replaying maps, etc. Through extended GIS in development and management of oil and gas reservoir, the forms of representation of geological information are enriched, representations of information are more direct and visual, spatial descriptive ability and forms of representation of GIS are built up and the single information system will be developed into a management and decision making system.
文摘This paper presents a coupled neural network, called output-threshold coupled neural network (OTCNN), which can mimic the autowaves in the present pulsed coupled neural networks (PCNNs), by the construction of mutual coupling between neuron outputs and the threshold of a neuron. Based on its autowaves, this paper presents a method for finding the shortest path in shortest time with OTCNNs. The method presented here features much fewer neurons needed, simplicity of the structure of the neurons and the networks, and large scale of parallel computation. It is shown that OTCNN is very effective in finding the shortest paths from a single start node to multiple destination nodes for asymmetric weighted graph, with a number of iterations proportional only to the length of the shortest paths, but independent of the complexity of the graph and the total number of existing paths in the graph. Finally, examples for finding the shortest path are presented.
文摘In this paper the one-way P automata with priorities are introduced. Suchautomata are P systems where the membranes are only allowed to consume objects from parentmembranes, under the given conditions. The result of computation of these systems is the set ofmultiset sequences consumed by skin membrane into the system. The rules associated in some orderwith each membrane cannot modify any objects, they can only move them through membrane. We show thatP automata with priorities and two membranes can accept every recursively enumerated language.
文摘In this article we present an application of data mining to the medical domain sleep research, an approach for automatic sleep stage scoring and apnea-hypopnea detec- tion. By several combined techniques （Fourier and wavelet transform, derivative dynamic time warping, and waveform recognition）, our approach extracts meaningful features （fre- quencies and special patterns like k-complexes and sleep spindles） from physiological recordings containing EEG, ECG, EOG and EMG data. Based on these pieces of in- formation, an ensemble of decision trees is constructed us- ing the principle of bagging, which classifies sleep epochs in their sleep stages according to the rules by Rechtschaf- fen and Kales and annotates occurrences of apnea-hypopnea （total or partial cessation of respiration）. After that, case- based reasoning is applied in order to improve quality. We tested and evaluated our approach on several large public databases from PhysioBank, which showed an overall accu- racy of 95.2% for sleep stage scoring and 94.5% for classify- ing minutes as apneic or non-apneic.
