专利摘要显示，本发明一种多算法协同的异常数据检测与快速剔除方法涉及数据检测技术领域，尤其涉 及一种多算法协同的异常数据检测与快速剔除方法，包括以下步骤：对待测样本进行整理，并根据样本 的特征构建归一化的特征矩阵；根据最优的权值和阈值以及上步骤的特征矩阵，计算待测样本的归一化 输出；对待测样本的输出进行反归一化，得到实际结果；对实际输出结果进行3δ辨别，超出±3δ的辨别 为异常值；本发明具有较高的抗干扰能力和显著的鲁棒性特征。本发明具有计算速度快的特点：本发明 采用的改进型BP神经网络集成了多种智能算法的优点，有效提升了网络的高效学习与快速收敛，相较 于传统BP神经网络的计算速度大幅提高。 国家知识产权局信息显示，陕西延长石油（集团）有限责任公司申请一项名为"一种基于智能算法的异 常数据检测与快速剔除方法"的专利，公开号CN121211263A，申请日期为2025年9月。 声明：市场有风险，投资需谨慎。本文为AI基于第三方数据生成，仅供参考，不构成个人投资建议。 本文源自：市场资讯 作者：情报员 天眼查资料显示，陕西延长石油（集团）有限责任公司，成立于1996年，位于延安市，是一家以从事石 油和天然气开采业为主 ...

据每经，12月27日，追觅科技创始人俞浩宣布，公司年终奖加码，在常规年终奖金之外，额外奖励全体 员工1克黄金。追觅科技此次"派金"的底气源于其爆发式的业绩增长：公司已连续六年年复合增长率超 过100%，2025年上半年营收超2024年全年营收总额。基于高速数字马达、智能算法、仿生机械臂等核 心技术矩阵，追觅科技打造了覆盖高端智能家电、智能厨电、智能清洁、户外智能设备以及个人护理等 多个业务品类，其中扫地机、洗地机、割草机器人等产品在全球超过20个国家与地区市占率第一。 ...

基于高速数字马达、智能算法、仿生机械臂等核心技术矩阵，追觅科技打造了覆盖高端智能家电、智能 厨电、智能清洁、户外智能设备以及个人护理等多个业务品类，其中扫地机、洗地机、割草机器人等产 品在全球超过20个国家与地区市占率第一。 追觅科技公司已连续六年年复合增长率超过100%，2025年上半年营收超2024年全年营收总额。 凤凰网科技讯12月27日，追觅科技创始人俞浩宣布，公司年终奖加码，在常规年终奖金之外，额外奖励 全体员工1克黄金。 ...

作者｜中国金币集团有限公司课题组「课题组成员：井军 李波 李凯 续钦磊 张环宇 郝梦雄 赵 鹏 高洪晨 陈琦」 文章｜《中国金融》2025年第23期 中国金币集团有限公司（以下简称中国金币）是经国务院批准、我国唯一经营贵金属纪念币的行业性公 司，于1987年8月成立运行，是我国贵金属纪念币总经销单位，负责贵金属纪念币的设计、生产、经销 和服务等工作。自成立以来，中国金币坚持以人民为中心的发展理念，攻坚克难、革故鼎新，在见证中 国发展重大事件、传播中华优秀文化、丰富人民群众投资收藏需求、推动世界文明交流共建等方面作出 了积极贡献。 贵金属纪念币是具有特定主题、限量发行的人民币，具有弘扬中华民族传统文化和丰富资产配置的双重 作用，其以独具风格的文化性和金融价值，深受收藏群体和投资群体的喜爱。截至目前，中国金币已累 计发行贵金属纪念币500多个项目、2700多个品种。在近40年的发展历程中，中国金币已逐步建立起具 有中国特色的贵金属纪念币发售管理体制，形成以中国金币直销渠道、授权特许零售商渠道以及部分合 作商业银行渠道相结合的多元发售体系，境内销售网络已覆盖全国各省市地区。近年来，中国金币始终 守牢企业的职责定位， ...

Core Insights - Realme has officially announced the launch of its flagship GT8 series, scheduled for October 21 at 15:00, marking the brand's 7th anniversary and surpassing 300 million global sales [1][2] - The GT8 series aims to establish a strong presence in the competitive flagship smartphone market with superior product capabilities [1] - The GT8 Pro features the industry's first Ricoh GR imaging system, Snapdragon 8 Gen 2 processor, and a 2K 144Hz display, attracting significant market attention [1] Product Features - The GT8 Pro is equipped with a Ricoh GR anti-glare main camera, utilizing a precise 7P lens structure and advanced coating technologies to achieve top-tier anti-glare performance [1] - It includes flagship dual-core technology, a 2K 144Hz direct screen, and master-level dual speakers, enhancing the overall user experience [1] - The GT8 features a Snapdragon 8 Gen 2 processor combined with an R1 gaming dedicated chip, optimizing performance for prolonged high-load scenarios [2] Market Impact - The GT8 series is positioned as the "strongest standard version," balancing extreme performance with flagship imaging capabilities, setting a new benchmark in its category [2] - The launch event is expected to generate significant consumer interest, particularly in the smart algorithm and gaming smartphone sectors [2]

Industry Pain Points - The current love procurement account operation field faces several technical challenges, including inaccurate keyword optimization, poor search engine adaptability, and low data analysis and operational efficiency. Over 60% of companies encounter significant issues with keyword ranking fluctuations and unstable traffic, severely impacting online marketing effectiveness [1] - Traditional operational solutions yield an average inquiry conversion rate of only 5%-8%, which fails to meet the demand for stable customer acquisition [1] Company Solution Overview - Xupu Baocai Network Technology Co., Ltd. has developed an efficient love procurement account operation technical solution that leverages big data analysis and intelligent algorithms to enhance keyword optimization, multi-engine adaptability, and operational efficiency [3] - The company employs advanced data mining and machine learning technologies to analyze user behavior and market trends, enabling real-time monitoring and dynamic adjustment of optimization strategies, resulting in a 15%-20% increase in keyword click-through rates [3] Performance Data and Application Effects - In practical applications, companies using Xupu Baocai's solution saw an average inquiry volume increase from 3 inquiries per week to 12 inquiries per week within two months, representing a growth rate of 300% [4] - The solution also reduced manual operational costs and improved operational efficiency by over 25% through automation tools [4] - The company provides bi-monthly inquiry follow-up guidance to further optimize user conversion paths, ensuring sustainable service effectiveness [4] User Feedback and Service Evaluation - Users report significant improvements in efficiency, effectiveness, and service stability compared to traditional operational solutions. For instance, a hardware parts client experienced steady growth in inquiry volume, supported by weekly data reviews and risk assurance mechanisms [5] - The solution can shorten operational cycles by 20%, increase inquiry conversion rates to 10%-15%, and maintain user satisfaction through continuous optimization and follow-up guidance [7] - The approach combines a professional team, attentive service, and results assurance, providing reliable operational support for businesses [7]

Core Insights - The "2025 Bay Area Semiconductor Industry Ecosystem Expo" was held in Shenzhen on October 15, highlighting advancements in the electronic information sector, particularly in real-time oscilloscopes as essential measurement tools [1] Group 1: Industry Developments - Real-time oscilloscopes are identified as key equipment in the upstream technology and industry, emphasizing their critical role in the electronic information field [1] - The expo showcased a domestically developed next-generation ultra-high-speed real-time oscilloscope that integrates intelligent algorithms with smart hardware, marking a significant advancement in the industry [1] Group 2: Product Performance - The new oscilloscope boasts a bandwidth breakthrough of 90GHz and a performance enhancement of 500%, indicating substantial improvements in testing efficiency [1] - This advanced oscilloscope is applicable for evaluating AI chips, computing chip performance, and preliminary research on 6G chips, as well as in large scientific installations [1]

Core Insights - The company is transforming uncertainties in the logistics industry into certainties within the supply chain through its "next-day delivery" service, leveraging a technology network that covers air, land, and space [1] Group 1: Technology and Innovation - The logistics process is enhanced by a digital twin system, smart algorithms, and IoT devices, creating a "parallel universe" for each shipment, allowing real-time data collection on location, temperature, humidity, and vibration [3] - The system can predict delays and automatically trigger alternative routing, showcasing a proactive approach to logistics management [3] - The company operates a flexible logistics network with 38,000 transport vehicles and 21 cargo planes, utilizing a dynamic routing system that analyzes over 300 variables in real-time [3] Group 2: Trust and Transparency - The blockchain traceability system ensures that every shipment's flow is immutable, with data recorded from electronic sign-offs at factories to temperature logs during transport and facial recognition at final delivery [5] - This technology not only enhances efficiency but also reconstructs trust in the logistics process [5] Group 3: Competitive Advantage - The company's technological advancements create a formidable competitive barrier, moving beyond traditional price and scale battles in the logistics market [7] - The commitment to R&D, with an annual investment exceeding 50%, allows the company to continuously expand the boundaries of technology, evolving logistics from a cost center to a value creation center [8]

Group 1: Smart Investment Products - Hong Kong Stock Exchange has launched smart investment products that combine stocks, bonds, and gold in dynamic allocations [1] - High-growth combinations led by technology stocks, such as Tencent and Meituan, are configured at a 4:6 ratio, providing an average compound return of 12.3% for investors by mid-2025 [1] - The bond market is highlighted for its risk-averse attributes, with a national and corporate bond combination yielding an annualized return of 5.8% despite high interest rates [2] Group 2: Digital Innovations in Gold and Bonds - The introduction of tokenized gold products combines physical gold storage with blockchain technology, allowing investors to benefit from gold price fluctuations while redeeming physical gold [2] - Green bond combinations allocate 30% to infrastructure project bonds in the Greater Bay Area, aligning with ESG investment trends and benefiting from local government subsidies [2] Group 3: Dynamic Asset Allocation - Smart algorithms are reshaping asset allocation, with dynamic balance combinations adjusting stock, bond, and gold ratios in real-time [3] - A core-satellite strategy is recommended, using a stable combination as a base while pursuing excess returns through industry rotation combinations [3] - Alternative asset combinations allocate 15% to rare earth ETFs, complementing digital currency hedges for risk-tolerant investors [3] Group 4: Market Conditions and Strategies - Duration hedging combinations effectively mitigate interest rate volatility impacts on bond holdings by shorting long-term U.S. Treasury futures [4] - Inflation protection combinations maintain positive real returns in an environment where CPI has risen by 4.2% [4] - The Greater Bay Area exclusive combination has successfully executed seven event-driven arbitrage opportunities within the year [4]

Core Viewpoint - The company addresses user concerns regarding the "Star" super range extender, highlighting the new generation of the LS6 model with significant electric range and fast charging capabilities [1] Group 1: Product Features - The new generation of the LS6 offers a pure electric range of 450 km, making it suitable for daily urban commuting and short trips [1] - It is equipped with 800V ultra-fast charging technology, allowing for 310 km of range to be replenished in just 15 minutes [1] - The overall range of the vehicle can reach up to 1500 km when considering the range extender [1] Group 2: Technology and Innovation - The company has developed a proprietary AI energy management system that optimizes battery usage, particularly in low battery scenarios, using intelligent algorithms [1] Group 3: Market Launch - The new generation LS6 is set to officially start pre-sales on August 15, with static showcases in stores nationwide [1] - Test drives will commence in early September, with the vehicle expected to be launched and delivered in early September [1]