Abstract: A folding pallet truck comprises a frame module, a lifting module installed on the frame module and comprising a mount, and a handle module comprising a tube in rotating fit with the mount, wherein a first constraint part is formed between an end, rotatably connected to the mount, of the tube and the mount, and the handle module is folded by detaching the first constraint part or is unfolded by reassembling the first constraint part. The handle module can be folded to be stored or be unfolded and locked to be used by detaching or reassembling the first constraint part formed between the tube of the handle module and the mount of the lifting module, operation is easy, and the pallet truck has a small size when stored.

Abstract: Methods, computing systems, and computer-readable media for robust classification using active learning and domain knowledge are disclosed. In embodiments described herein, global feature data (such as a list of keywords) is generated for use in a classification task (such as a NLP text classification task). Expert knowledge, based on decisions made by human users, is combined with existing domain knowledge, which may be derived from existing trained classification models in the problem domain, such as keyword models trained using various datasets. By combining the expert knowledge with the domain knowledge, global feature data may be generated that is more effective in performing the classification task than either a classifier using the expert knowledge or a classifier using the domain knowledge.

Abstract: There are provided methods and devices for assessing the generalizability of software benchmarks. The method includes selecting a benchmark for assessment and identifying a generalizability bias in the selected benchmark. The determination of a generalizability assessment for the selected benchmark can be based on the identified generalizability bias. Subsequently, the generalizability of the selected benchmark can be determined based on the determined generalizability assessment. A computing device is provided which includes a processor and a memory storing instructions, wherein when the instructions are executed by the processor the device can be configured to perform the above method.

Abstract: A multimedia production method includes: reusing the content in the introduction before the main content or other part in the multimedia file for an outroduction after the main content and playing the audio and/or video content in the reverse direction. A producer can make the multimedia file by attaching such an outtrocution. A multimedia editing program can provide a user interface with menu options for such a production technique. The media production program could be associated with the multimedia sharing and distributing network. Such a production method could be applied to multiple multimedia files in the same media sharing and distributing network by the same producer. The same content can be reused in a cluster of media files.

Abstract: Apparatus, methods, and other embodiments associated with debugging a device-under-test are disclosed. In one embodiment, a method includes sensing and recording a screen image produced by a device-under-test as the device-under-test is being operated. The sensing and recording of the screen image are performed by an apparatus. The method also includes sensing and recording coordinates and durations of gestures impinged upon the apparatus while operating the device-under-test. The sensing and recording of the coordinates and durations are performed by the apparatus. The apparatus is configured to physically conform to the device-under-test to allow functionality of the device-under-test through the apparatus.

Abstract: Apparatus, methods, and other embodiments associated with debugging a device-under-test are disclosed. In one embodiment, a method includes sensing and recording a screen image produced by a device-under-test as the device-under-test is being operated. The sensing and recording of the screen image are performed by an apparatus. The method also includes sensing and recording coordinates and durations of gestures impinged upon the apparatus while operating the device-under-test. The sensing and recording of the coordinates and durations are performed by the apparatus. The apparatus is configured to physically conform to the device-under-test to allow functionality of the device-under-test through the apparatus.

Abstract: The present invention provides a semiconductor light emitting diode (LED) device and a formation method thereof. The device comprises: an active layer; a P-type semiconductor layer and an N-type semiconductor layer respectively located at two sides of the active layer; a positive electrode welding layer electrically connected to the P-type semiconductor layer; and a negative electrode welding layer electrically connected to the N-type semiconductor layer. The material of the positive electrode welding layer and/or the negative electrode welding layer is an aluminum alloy material. The present invention is capable of better meeting requirements of the LED device for the electrode welding layers, improving electro-migration resistance under large current, and improving the thermal stability of the device. Compared with a conventional aluminum material, the service life of the device is increased, and control over industrialization cost is facilitated.

Abstract: A wireless communication system utilizes a protocol for creating a multi-to-multi point, extendable, ad-hoc wireless network. A hardware platform enables an electronic device to connect in an ad-hoc network. Accordingly, each electronic device with such a hardware platform of a plurality of such electronic devices functions as node in a network. The nodes function according to the protocol for form ad-hoc networks and to communicate data therebetween.

Abstract: A wireless communication system utilizes a protocol for creating a multi-to-multi point, extendable, ad-hoc wireless network. A hardware platform enables an electronic device to connect in an ad-hoc network. Accordingly, each electronic device with such a hardware platform of a plurality of such electronic devices functions as node in a network. The nodes function according to the protocol for form ad-hoc networks and to communicate data therebetween.