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从人与机器到人与机器：股票分析的艺术与人工智能
机器学习模型在执行各种任务（尤其是在金融领域）中的开发和性能评估：Gu、Kelly 和 Xiu (2020)、Chen、Pelger 和 Zhu (2020)、Cong、Tang、Wang 和 Zhang (2020)、Aubry、Kraeussl、Manso 和 Spaenjers (2020)、van Binsbergen、Han 和 Lopez-Lira (2020)、Liu (2019)、Zheng (2021)、Hanley 和 Hoberg (2019)。
阻止大型科技公司成为大型人工智能
规模。请参阅 Daniel A. Hanley，《让我们让 Google 分享一些秘密》，《华盛顿月刊》，2021 年 7 月 20 日，https://washingtonmonthly.com/2021/07/20/lets-make-google-share-some-secrets/（描述了 Google 的网站抓取基础设施，并且由于“带宽限制和网站所有者偏好”，可以抓取任何给定网站页面数据的网络爬虫数量是有限的。这种情况增加了企业进入搜索引擎行业的门槛）。
方法 1621 的多实验室验证研究报告：通过燃烧离子色谱法 (CIC) 测定水基质中的可吸附有机氟 (AOF)
致谢 本报告由美国环保署水务办公室工程与分析部的 S. Bekah Burket 和 Adrian Hanley 编写，通用动力信息技术公司 (GDIT) 的 Mirna Alpizar 和 Harry McCarty 协助编写。美国环保署感谢多家组织和个人在开发和验证水样中可吸附有机氟检测方法草案方面提供的支持，包括美国环保署工作组成员、原始程序的开发人员、提供大量废水样本的组织，以及美国环保署的支持承包商人员，他们在研究期间监督日常运营并协助美国环保署编写本报告。至少包括以下内容：
文章澳大利亚能源系统脱碳：电力、交通和工业部门转型的综合模型
1 气候分析 gGmbH，Ritterstr。 3、10969 柏林，德国； robert.brecha@climateanalytics.org (RJB)； Himalaya.birshrestha@climateanalytics.org (哈佛商学院); ursula.fuentes@climateanalytics.org (UF); andreas.geiges@climateanalytics.org (AG)； bill.hare@climateanalytics.org (WH)； michiel.schae eff er@climateanalytics.org (MS)； lara.welder@climateanalytics.org (LW)； matthew.gidden@climateanalytics.org (MJG) 2 代顿大学物理系、可再生和清洁能源项目以及汉利可持续发展研究所，300 College Park，代顿，俄亥俄州 45469，美国 3 默多克大学工程与能源学院，90 South Street，默多克，华盛顿州 6150，澳大利亚 4 全球适应中心，Wilhelminakade 149C，3072 AP 鹿特丹，荷兰 5 国际应用系统分析研究所，Schlossplatz 1, A-2361 Laxenburg，奥地利 * 通讯地址：tina.aboumahboub@climateanalytics.org；电话：+ 49-(0)30-259-229520
城市规划对大都市地区生物多样性的创建和保存的影响。
由尼克·汉利（Nick Hanley）和查尔斯·佩林斯（Charles Perrings）等经济学家审查的生物多样性的经济价值是全球生物多样性下降的关键领域。传统的指标（例如物种丰富度）已经演变为考虑分类距离和功能。保护生物多样性通过授粉和水净化等基本服务提供直接价值，并具有切实的经济影响。间接价值包括增强的生态系统的弹性和生物多样性丰富地区的经济机会。经验方法揭示了与生物多样性保护有关的实质性经济贡献。估值的挑战持续存在，要求进行持续的研究以完善方法并整合文化和美学价值。生物多样性的经济价值强调了其在可持续发展中的关键作用。
了解靶向治疗 - 西澳癌症委员会
致谢 本信息由以下人员审阅：Rohit Joshi 副教授，Calvary Central Districts 和 Lyell McEwin 医院肿瘤内科医生，南澳癌症研究中心主任；Jenny Gilchrist，新南威尔士州麦考瑞大学医院乳腺肿瘤科执业护士；Jon Graftdyk，消费者；Sinead Hanley，消费者；Lisa Hann，南澳州 13 11 20 顾问；Malinda Itchins 医生，新南威尔士州皇家北岸医院和 Chris O'Brien Lifehouse 胸腔肿瘤内科医生；Gay Refeld，西澳大利亚州 St John of God Subiaco 医院乳腺护理临床护理顾问；Benjamin Solomon 教授，维多利亚州 Peter MacCallum 癌症中心肿瘤内科医生；Helen Westman，新南威尔士州皇家北岸医院呼吸医学和睡眠科肺癌护理顾问。
土地前瞻性规划科高级执行官……
董事和领导团队：Mark Reynolds（管理团队）、Angus Potterton（主席）、Peter Callender（公司秘书）、Tom Barrett、Larry Brennan、David Browne、Gavin Butler、Darragh Cronin、Andrew Cunningham、Roy Deller、Shane Duffy、Niall Guerin、Ray Hanley、Michael Healy、Brian Kirwan、Catherine McAuliffe、Gerry McCarthy、John McCartney、Neal Morrison、Clarie Neary、Roland O'Connell、Fergus O'Farrell、Peter O'Meara、Isobel O'Regan、Domhnaill O'Sullivan、David Potter、Andrew Smyth、Kevin Sweeney、John Swarbrigg、Ben Turtle、Paul Wilson 办事处和合伙人遍布美洲、欧洲、亚太地区、非洲和中东 Savills Commercial (Ireland) Limited 在都柏林注册，注册号 119887。注册办事处：33 Molesworth都柏林 2 号街 Savills Commercial (Ireland) Limited 是 Savills plc 的子公司。PSRA 注册号：002233
107 人工智能在工程中的应用
在国家安全领域具有潜在的重要作用，并且正在迅速发展。人工智能因其综合的计算和决策能力而被用于改善国防领域关键系统的功能（Hoadley & Lucas，2018；Bistron & Piotrowski，2021）。情报收集和分析 (Hoppa et al., 2019; Xi, Lingyu, & Jiapeng, 2021)、信息作战 (Telley, 2018; Paterson & Hanley, 2020)、网络安全 (Alhayani et al., 2021)、物流和运输 (Bujak, Smolarek, & Gębczyńska, 2011; Amir & Ahmad, 2019)、目标识别 (Min et al., 2019; d'Acremont et al., 2019)、模拟和训练 (Ernest et al., 2016; Fawkes 2017)、指挥和控制领域 (Schubert et al., 2018; Wang 2019) 以及各种半自动和自动驾驶汽车 (Gare 2016, Mori 2018; Amir & Ahmad 2019)人工智能的使用研究仍在继续。
亚利桑那州特伦特河畔斯托克目录 | 商业和住宅清单
Bakers 汽车和长途客车租赁服务， The Coach Travel Cntr Prospect Wy Knypersley ........... (01782) 522101 传真 .............................................................................. (01782) 522363 Balance And Beam， The Little Gym Festival Way Stoke-On-Trent ................... (01782) 271476 Balanced Aesthetics， Unit 2 Rope Street Stoke-On-Trent ................................... (01782) 626993 Baldwin Locksmiths，锁匠， 20-22 High Street ............................................................. (01782) 360315 Balford Brother Skip Hire， Whitfield Farm Whitfield Road Stoke-On-Trent ................ (01782) 544868 Ball Components， Ltd， 专用车辆备件， Higher Woodcroft Leek ................................................... (01538) 384278 Ball, F, & Co Ltd，粘合剂制造商，Station Road Cheddleton .............................................. (01538) 361633 Ball Green Working Mens Club & Institute，Ltd，48 Wilding Rd Stoke-On-Tre .............................................. (01782) 545541 Ball Haye Tavern，89-91 Ball Haye Green Leek .............................................. (01538) 386951 Ball，PD，Frmr，Spond Farm Gallows Green Alton .................................... (01538) 702294 Ball，WG，Ltd，颜色制造商，Longton Mill Anchor Road Longton Stoke On Trent ........ (01782) 313956 传真 .............................................................................. (01782) 598148 Bambinos Private Day Nursery，Ltd，222 Uttoxeter Road Blythe Bridge ................................... (01782) 397624 苏格兰银行，个人客户 The Mound EH1 ................................ (03457) 213141 Bank Top Farm Cottages，Bank Top Farm Bank Top Dilhorne ................................... (01782) 550376 Bar 2018, Ltd,The，58a Sandbach Road South Stoke On Trent ...................... (01270) 878634 BAR, (Garages) Ltd，Broad St Hanley ......................................................... (01782) 281129 BAR Garages, Ltd，Broad Street Stoke-On-Trent ......................................... (01782) 281129 Bar Indigo，55 High St Newcastle，Stfs ............................................. (01782) 753991 Barber Box The，96 Heathcote Road Newcastle Under Lyme .................... (01782) 528313 Barber, Dr, JM, 10 Botteslow St Hanley .................................................... (01782) 280600 Barbershop Bailey, & Co,The, 220a Congleton Road Scholar Green Stoke On Trent ......................................... (01782) 405840 Barbour Blackbrook, Smith & Morris Stone Road Blackbrook ................................ (01782) 681086 巴克莱银行，个人客户 ............................................................. (03456) 052345 商业客户 ............................................................. (03456) 052345 巴克莱银行 PLC，分支机构 Alsager 个人客户 ............................................................. (03456) 052345 商业客户 ........................................................ (03457) 345345 Biddulph 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Burslem 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Hanley 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Kidsgrove 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Leek 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Longton 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Newcastle (Staffs) 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Stoke-on-Trent 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Tunstall 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03456) 052345 Bargain Booze, Cheddleton 2 The Avenue Churnet Side .......................... (01538) 361640 Bargain Booze, Limited Off-Licence 619 London Rd Stoke-on-T .............................................. (01782) 410050 Bargain Booze, Ltd, Off Lic, Biddulph 28 Tunstall Rd Stoke-on-T ................................. (01782) 522420 Bucknall 23 Dividy Rd Stoke-on-T .................................... (01782) 213104 Trentham 1A Brough La Stoke-on-T ................................. (01782) 644199 Tunstall 25 Tower Sq Stoke-on-T .............................................. (01782) 575738 53 Victoria Rd Stoke-on-T .............................................. (01782) 744411 Bargain Booze Porthill, 1 Queen Street Porthill .................................................... （01782）629235 廉价酒水精选便利店，4 High Street Rookery .............................................. （01782）782977 廉价酒棚，廉价酒棚 Edensor Road 特伦特河畔斯托克 ................................ （01782）313100(03456) 052345 商业客户 .......................................................... (03457) 345345 Burslem 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Hanley 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Kidsgrove 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Leek 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Longton 个人客户 .......................................................... (03456) 052345商业客户 ................................................................ (03457) 345345 纽卡斯尔 (斯塔夫斯) 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03457) 345345 特伦特河畔斯托克 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03457) 345345 滕斯托尔 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03456) 052345 廉价酒类， Cheddleton 2 The Avenue Churnet Side ................................ (01538) 361640 廉价酒类，限量酒类专卖店 619 London Rd 特伦特河畔斯托克 ................................................ (01782) 410050 Bargain Booze, Ltd, Off Lic, Biddulph 28 Tunstall Rd 斯托克港 ................................. (01782) 522420 Bucknall 23 Dividy Rd 斯托克港 .................................... (01782) 213104 Trentham 1A Brough La 斯托克港 ................................. (01782) 644199 Tunstall 25 Tower Sq 斯托克港 ...................................... (01782) 575738 53 Victoria Rd 斯托克港 ............................................. (01782) 744411 Bargain Booze Porthill, 1 Queen Street Porthill .................................................... (01782) 629235 Bargain Booze Select Convenience, 4 High Street Rookery ............................................. （01782）782977 廉价棚屋，廉价棚屋 Edensor Road 特伦特河畔斯托克 ................（01782）313100(03456) 052345 商业客户 .......................................................... (03457) 345345 Burslem 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Hanley 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Kidsgrove 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Leek 个人客户 .......................................................... (03456) 052345 商业客户 .......................................................... (03457) 345345 Longton 个人客户 .......................................................... (03456) 052345商业客户 ................................................................ (03457) 345345 纽卡斯尔 (斯塔夫斯) 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03457) 345345 特伦特河畔斯托克 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03457) 345345 滕斯托尔 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03456) 052345 廉价酒类， Cheddleton 2 The Avenue Churnet Side ................................ (01538) 361640 廉价酒类，限量酒类专卖店 619 London Rd 特伦特河畔斯托克 ................................................ (01782) 410050 Bargain Booze, Ltd, Off Lic, Biddulph 28 Tunstall Rd 斯托克港 ................................. (01782) 522420 Bucknall 23 Dividy Rd 斯托克港 .................................... (01782) 213104 Trentham 1A Brough La 斯托克港 ................................. (01782) 644199 Tunstall 25 Tower Sq 斯托克港 ...................................... (01782) 575738 53 Victoria Rd 斯托克港 ............................................. (01782) 744411 Bargain Booze Porthill, 1 Queen Street Porthill .................................................... (01782) 629235 Bargain Booze Select Convenience, 4 High Street Rookery ............................................. （01782）782977 廉价棚屋，廉价棚屋 Edensor Road 特伦特河畔斯托克 ................（01782）313100............. (03456) 052345 商业客户 .............................................................. (03457) 345345 Kidsgrove 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Leek 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Longton 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Newcastle (Staffs) 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Stoke-on-Trent 个人客户 ........................................................ (03456) 052345 商业客户 .............................................................. (03457) 345345 Tunstall 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03456) 052345 Bargain Booze, Cheddleton 2 The Avenue Churnet Side ........................ (01538) 361640 Bargain Booze, Limited Off-Licence 619 London Rd Stoke-on-T ............................................. (01782) 410050 Bargain Booze, Ltd, Off Lic, Biddulph 28 Tunstall Rd Stoke-on-T ................................. (01782) 522420 Bucknall 23 Dividy Rd Stoke-on-T .................................... (01782) 213104 特伦特姆 1A Brough La 特伦特河畔斯托克 ...................................... (01782) 644199 Tunstall 25 Tower Sq 特伦特河畔斯托克 ...................................... (01782) 575738 53 Victoria Rd 特伦特河畔斯托克 ...................................... (01782) 744411 廉价酒水店 Porthill，1 Queen Street Porthill .................................................... (01782) 629235 廉价酒水店 Select Convenience，4 High Street Rookery ............................................. (01782) 782977 廉价酒水店，廉价酒水店 Edensor Road 特伦特河畔斯托克 .................... (01782) 313100............. (03456) 052345 商业客户 .............................................................. (03457) 345345 Kidsgrove 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Leek 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Longton 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Newcastle (Staffs) 个人客户 ........................................................ (03456) 052345 商业客户 ........................................................ (03457) 345345 Stoke-on-Trent 个人客户 ........................................................ (03456) 052345 商业客户 .............................................................. (03457) 345345 Tunstall 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03456) 052345 Bargain Booze, Cheddleton 2 The Avenue Churnet Side ........................ (01538) 361640 Bargain Booze, Limited Off-Licence 619 London Rd Stoke-on-T ............................................. (01782) 410050 Bargain Booze, Ltd, Off Lic, Biddulph 28 Tunstall Rd Stoke-on-T ................................. (01782) 522420 Bucknall 23 Dividy Rd Stoke-on-T .................................... (01782) 213104 特伦特姆 1A Brough La 特伦特河畔斯托克 ...................................... (01782) 644199 Tunstall 25 Tower Sq 特伦特河畔斯托克 ...................................... (01782) 575738 53 Victoria Rd 特伦特河畔斯托克 ...................................... (01782) 744411 廉价酒水店 Porthill，1 Queen Street Porthill .................................................... (01782) 629235 廉价酒水店 Select Convenience，4 High Street Rookery ............................................. (01782) 782977 廉价酒水店，廉价酒水店 Edensor Road 特伦特河畔斯托克 .................... (01782) 313100(03457) 345345 纽卡斯尔 (斯塔夫斯) 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03457) 345345 特伦特河畔斯托克 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03457) 345345 滕斯托尔 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03456) 052345 廉价酒类，Cheddleton 2 The Avenue Churnet Side ............................................. (01538) 361640 廉价酒类，Limited Off-Licence 619 London Rd Stoke-on-T ............................................. (01782) 410050 Bargain Booze, Ltd, Off Lic, Biddulph 28 Tunstall Rd Stoke-on-T ................................. (01782) 522420 Bucknall 23 Dividy Rd Stoke-on-T .................................... (01782) 213104 Trentham 1A Brough La Stoke-on-T ................................. (01782) 644199 Tunstall 25 Tower Sq Stoke-on-T ...................................... (01782) 575738 53 Victoria Rd Stoke-on-T ............................................. (01782) 744411 Bargain Booze Porthill, 1 Queen Street Porthill .................................................... (01782) 629235 Bargain Booze Select Convenience, 4 High Street Rookery ............................................. (01782) 782977 廉价棚屋，廉价棚屋 Edensor Road 特伦特河畔斯托克................ (01782) 313100(03457) 345345 纽卡斯尔 (斯塔夫斯) 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03457) 345345 特伦特河畔斯托克 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03457) 345345 滕斯托尔 个人客户 .............................................................. (03456) 052345 商业客户 .............................................................. (03456) 052345 廉价酒类，Cheddleton 2 The Avenue Churnet Side ............................................. (01538) 361640 廉价酒类，Limited Off-Licence 619 London Rd Stoke-on-T ............................................. (01782) 410050 Bargain Booze, Ltd, Off Lic, Biddulph 28 Tunstall Rd Stoke-on-T ................................. (01782) 522420 Bucknall 23 Dividy Rd Stoke-on-T .................................... (01782) 213104 Trentham 1A Brough La Stoke-on-T ................................. (01782) 644199 Tunstall 25 Tower Sq Stoke-on-T ...................................... (01782) 575738 53 Victoria Rd Stoke-on-T ............................................. (01782) 744411 Bargain Booze Porthill, 1 Queen Street Porthill .................................................... (01782) 629235 Bargain Booze Select Convenience, 4 High Street Rookery ............................................. (01782) 782977 廉价棚屋，廉价棚屋 Edensor Road 特伦特河畔斯托克................ (01782) 313100（01782）629235 廉价酒水精选便利店，4 High Street Rookery .............................................. （01782）782977 廉价酒棚，廉价酒棚 Edensor Road 特伦特河畔斯托克 ................................ （01782）313100（01782）629235 廉价酒水精选便利店，4 High Street Rookery .............................................. （01782）782977 廉价酒棚，廉价酒棚 Edensor Road 特伦特河畔斯托克 ................................ （01782）313100