Abstract: Embodiments of the present disclosure discuss a system and a method for anomaly detection in an object. Conventional systems of defect detection require labeled training data. Further, current anomaly detection systems cannot be easily incorporated into factory production systems. Embodiments of the present disclosure address this problem by using a convolutional neural network (CNN) and feature based memories such as neural network based memories for anomaly detection. The method described in the embodiments uses neural network based memories to generate memory feature maps from feature maps extracted at intermediate layers of the CNN. Subsequently, heatmaps are created by calculating feature differences between the feature maps and the memory feature maps. Weighted averaging and post processing is performed on the heatmaps to identify the anomaly in the object.

Abstract: An automated extensible scraping script is generated for web scraping that is extensible to a plurality of domains. Web sites are classified based on common extracted domain data, further clustering the data based on common navigation structures, and using such commonalities to automate the generation of scraping code based on predefined and reusable code snippets for specific parts of the web sites. Scraping services include a mapper module and a script generator module. Building blocks include a data model updater, a navigation model generator and a navigation model matcher. An administrative module includes domain clustering and configuration file maintenance.

Abstract: An automated extensible scraping script is generated for web scraping that is extensible to a plurality of domains. Web sites are classified based on common extracted domain data, further clustering the data based on common navigation structures, and using such commonalities to automate the generation of scraping code based on predefined and reusable code snippets for specific parts of the web sites. Scraping services include a mapper module and a script generator module. Building blocks include a data model updater, a navigation model generator and a navigation model matcher. An administrative module includes domain clustering and configuration file maintenance.

Abstract: System and method for a full featured network communications protocol that is both memory and processor efficient. A preferred embodiment comprises a method for transmitting information between electronic devices, the method comprising creating a connection between a pair of electronic devices, sending a packet between the pair, acknowledging a receipt of the packet by a receiver of the packet, and dissolving the connection when it is no longer needed. The creating of the connection comprises assigning a port number to the connection at an initiating electronic device and then transmitting a connection request containing the port number to a servicing electronic device. After the transmitting, the creating further comprises receiving a second port number to the connection from the servicing electronic device.

Abstract: Methods and systems are provided for network-supported remote data collection in an instructional setting in which experiment data from data sources used in laboratory demonstrations is made available for student collection and analysis by way of a network of calculators.

Abstract: System and method for a full featured network communications protocol that is both memory and processor efficient. A preferred embodiment comprises a method for transmitting information between electronic devices, the method comprising creating a connection between a pair of electronic devices, sending a packet between the pair, acknowledging a receipt of the packet by a receiver of the packet, and dissolving the connection when it is no longer needed. The creating of the connection comprises assigning a port number to the connection at an initiating electronic device and then transmitting a connection request containing the port number to a servicing electronic device. After the transmitting, the creating further comprises receiving a second port number to the connection from the servicing electronic device.

Abstract: A handheld computing device is utilized to control operations of an analysis system. The analysis system is communicatively coupled to a plurality of handheld computing devices. An authorized user may logon to a handheld computing device and control the operations of the analysis system. Once logged on, the authorized user may perform functions, enter data, or the like on the handheld computing device and transfer the information to the analysis system. In an embodiment, the handheld computing device is a calculator. The personal computer may be coupled to a projector such that a group of students may view the emulator.

Abstract: System and method for a full featured network communications protocol that is both memory and processor efficient. A preferred embodiment comprises a method for transmitting information between electronic devices, the method comprising creating a connection between a pair of electronic devices, sending a packet between the pair, acknowledging a receipt of the packet by a receiver of the packet, and dissolving the connection when it is no longer needed. The creating of the connection comprises assigning a port number to the connection at an initiating electronic device and then transmitting a connection request containing the port number to a servicing electronic device. After the transmitting, the creating further comprises receiving a second port number to the connection from the servicing electronic device.