Tabla de Contenidos: “…Shaofeng Wang, Xin Cai, Jian Zhou, Zhengyang Song and Xiaofeng Li Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics Reprinted from: Mathematics 2022, 10, 3403, doi:10.3390/math10183403 . 1 -- Jianguo Zhang, Peitao Li, Xin Yin, Sheng Wang and Yuanguang Zhu Back Analysis of Surrounding Rock Parameters in Pingdingshan Mine Based on BP Neural Network Integrated Mind Evolutionary Algorithm Reprinted from: Mathematics 2022, 10, 1746, doi:10.3390/math10101746 . 7 -- Chong Li and Zhijun Xu Numerical Modeling and Investigation of Fault-Induced Water Inrush Hazard under Different Mining Advancing Directions Reprinted from: Mathematics 2022, 10, 1561, doi:10.3390/math10091561 . 23 -- Yangchun Wu, Linqi Huang, Xibing Li, Yide Guo, Huilin Liu and Jiajun Wang Effects of Strain Rate and Temperature on Physical Mechanical Properties and Energy Dissipation Features of Granite Reprinted from: Mathematics 2022, 10, 1521, doi:10.3390/math10091521 . 35 -- Laifu Song, Hao Ying, Wei Wang, Ning Fan and Xueming Du Reliability Modelling of Pipeline Failure under the Impact of Submarine Slides-Copula Method Reprinted from: Mathematics 2022, 10, 1382, doi:10.3390/math10091382 . 55 -- Minglei Zhai, Dan Ma and Haibo Bai Diffusion Mechanism of Slurry during Grouting in a Fractured Aquifer: A Case Study in Chensilou Coal Mine, China Reprinted from: Mathematics 2022, 10, 1345, doi:10.3390/math10081345 . 81 -- Yuan Zhao, Guoyan Zhao, Jing Zhou, Xin Cai and Ju Ma Mining Stress Evolution Law of Inclined Backfilled Stopes Considering the Brittle-Ductile Transition in Deep Mining Reprinted from: Mathematics 2022, 10, 1308, doi:10.3390/math10081308 . 95 -- Ying Chen, Shirui Chen, Zhengyu Wu, Bing Dai, Longhua Xv and Guicai Wu Optimization of Genetic Algorithm through Use of Back Propagation Neural Network in Forecasting Smooth Wall Blasting Parameters Reprinted from: Mathematics 2022, 10, 1271, doi:10.3390/math10081271 . 117 -- Baoping Chen, Bin Gong, Shanyong Wang and Chun'an Tang Research on Zonal Disintegration Characteristics and Failure Mechanisms of Deep Tunnel in Jointed Rock Mass with Strength Reduction Method Reprinted from: Mathematics 2022, 10, 922, doi:10.3390/math10060922 139 -- Diyuan Li, Zida Liu, Danial Jahed Armaghani, Peng Xiao and Jian Zhou Novel Ensemble Tree Solution for Rockburst Prediction Using Deep Forest Reprinted from: Mathematics 2022, 10, 787, doi:10.3390/math10050787 159 -- Kewei Liu, Shaobo Jin, Yichao Rui, Jin Huang and Zhanxing Zhou Effect of Lithology on Mechanical and Damage Behaviors of Concrete in Concrete-Rock Combined Specimen Reprinted from: Mathematics 2022, 10, 727, doi:10.3390/math10050727 183 -- Tong Zhang, Xiaodong Nie, Shuaibing Song, Xianjie Hao and Xin Yang Modeling Uranium Transport in Rough-Walled Fractures with Stress-Dependent Non-Darcy Fluid Flow Reprinted from: Mathematics 2022, 10, 702, doi:10.3390/math10050702 201 -- Shaofeng Wang, Yu Tang, Ruilang Cao, Zilong Zhou and Xin Cai Regressive and Big-Data-Based Analyses of Rock Drillability Based on Drilling Process Monitoring (DPM) Parameters Reprinted from: Mathematics 2022, 10, 628, doi:10.3390/math10040628 223 -- Longjun Dong, Lingyun Zhang, Huini Liu, Kun Du and Xiling Liu Acoustic Emission b Value Characteristics of Granite under True Triaxial Stress Reprinted from: Mathematics 2022, 10, 451, doi:10.3390/math10030451 243 -- Barkat Ullah, Muhammad Kamran and Yichao Rui Predictive Modeling of Short-Term Rockburst for the Stability of Subsurface Structures Using Machine Learning Approaches: t-SNE, K-Means Clustering and XGBoost Reprinted from: Mathematics 2022, 10, 449, doi:10.3390/math10030449 259 -- Min Wang, Qifeng Guo, Yakun Tian and Bing Dai Physical and Mechanical Properties Evolution of Coal Subjected to Salty Solution and a Damage Constitutive Model under Uniaxial Compression Reprinted from: Mathematics 2021, 9, 3264, doi:10.3390/math9243264 279 -- Bo Sun, Zhiyu Zhang, Jiale Meng, Yonghui Huang, Hongchao Li and Jun Wang Research on Deep-Hole Cutting Blasting Efficiency in Blind Shafting with High In-Situ Stress Environment Using the Method of SPH Reprinted from: Mathematics 2021, 9, 3242, doi:10.3390/math9243242 299 -- Zhuo Rong, Xiang Yu, Bin Xu and Xueming Du Reliability Analysis of High Concrete-Face Rockfill Dams and Study of Seismic Performance of Earthquake-Resistant Measures Based on Stochastic Dynamic Analysis Reprinted from: Mathematics 2021, 9, 3124, doi:10.3390/math9233124 315 -- Yuantian Sun, Guichen Li and Sen Yang Rockburst Interpretation by a Data-Driven Approach: A Comparative Study Reprinted from: Mathematics 2021, 9, 2965, doi:10.3390/math9222965 333 -- Jiasen Liang, Shaokun Ma and Xueming Du Diffusion Model of Parallel Plate Crack Grouting Based on Foaming Expansion Characteristics of Polymer Slurry Reprinted from: Mathematics 2021, 9, 2907, doi:10.3390/math9222907 347 -- Shan Yang, Zitong Xu and Kaijun Su Variable Weight Matter-Element Extension Model for the Stability Classification of Slope Rock Mass Reprinted from: Mathematics 2021, 9, 2807, doi:10.3390/math9212807 365 -- Kexin Yin, Lianghui Li and Eugenia Di Filippo A Numerical Investigation to Determine the p-y Curves of Laterally Loaded Piles Reprinted from: Mathematics 2021, 9, 2783, doi:10.3390/math9212783 379 -- Lihai Tan, Ting Ren, Linming Dou, Xiaohan Yang, Gaofeng Wang and Huaide Peng Analytical Stress Solution and Numerical Mechanical Behavior of Rock Mass Containing an Opening under Different Confining Stress Conditions Reprinted from: Mathematics 2021, 9, 2462, doi:10.3390/math9192462 393 -- Daoyuan Sun, Yifan Wu, Longjun Dong and Qiaomu Luo Closed-Form Solutions for Locating Heat-Concentrated Sources Using Temperature Difference Reprinted from: Mathematics 2022, 10, 2843, doi:10.3390/math10162843 . 411.…”

Tabla de Contenidos: “…/ Yiping Huang, Yan Shen, Jingyi Wang and Feng Guo The Necessary Demand-Side Supplement to China's Supply-Side Structural Reform: Termination of the soft budget constraint / Wing Thye Woo Consumption and Savings of Migrant Households: 2008-14 / Xin Meng, Sen Xue and Jinjun Xue China as a Global Investor / David Dollar Getting Rich after Getting Old: China's demographic and economic transition in dynamic international context / Lauren Johnston, Xing Liu, Maorui Yang and Xiang Zhang Testing Bubbles: Exuberance and collapse in the Shanghai A-share stock market / Zhenya Liu, Danyuanni Han and Shixuan Wang Changing Patterns of Corporate Leverage in China: Evidence from listed companies / Ivan Roberts and Andrew Zurawski Part II: Resources, Energy, the Environment and Climate Change. …”

Tabla de Contenidos: “…Marilyn Carlson Nelson: Losing a Loved One -- My Crucibles Came Early -- Coping with Tragedy -- Exercise: Your Greatest Crucible -- Part Two: Developing as an Authentic Leader -- Chapter 4: Self-Awareness -- Arianna Huffington: Redefining Success -- Becoming Self-Aware -- The Importance of Emotional Intelligence -- David Pottruck: Journey to Self-Awareness -- Peeling Back the Onion -- Vulnerability Is Power -- Reflection and Introspection -- Randy Komisar's Struggle to Find His Track -- Chade-Meng Tan, Google's Jolly Good Fellow -- The Importance of Feedback -- Opening up Hidden Areas -- Lord John Browne and Tim Cook: Emerging from the Closet -- The Civil Rights Issue of our Time -- Self-Compassion and Self-Acceptance -- Becoming a Mindful Leader -- Exercise: Knowing Your Authentic Self -- Chapter 5: Values -- David Gergen: Crisis Strengthened His Values -- Values, Leadership Principles, and Ethical Boundaries -- Narayana Murthy: Building a Company with Principles -- Sam Palmisano: Leading by Values -- Testing Values under Pressure -- Jon Huntsman: Testing Values under Pressure -- Sallie Krawcheck: Putting Clients First -- Keith Krach: When Values Conflict -- Setting Ethical Boundaries -- Judy Haberkorn: Transparency Is the Right Thing to Do -- Values Challenges at Medtronic -- Exercise: Practicing Your Values and Principles -- Chapter 6: Sweet Spot -- Warren Buffett Finds His Sweet Spot -- Finding His Sweet Spot -- Buffett versus Wall Street -- Intrinsic and Extrinsic Motivations -- Finding Your Sweet Spot -- Exploring Warren Buffett's Motivations -- Tracy Britt: Heeding Your Call -- Kevin Sharer: Discovering His Sweet Spot -- Avoiding the Trap of Extrinsic Motivations -- Balancing Your Motivations -- Build on Your Strengths -- Chuck Schwab's Journey to His Sweet Spot -- Exercise: Your Sweet Spot -- Chapter 7: Support Team…”

Tabla de Contenidos: “…8.3.3 Eigenschaften der Parameter von reduce -- 8.3.4 Paralleles Sammeln -- 8.4 Laufzeit -- 8.5 Zusammenfassung -- 9 Asynchrone Funktionsketten -- 9.1 Eine Lösung mit parallelen Streams -- 9.2 Asynchrone Lösung mit Futures -- 9.3 CompletableFuture -- 9.4 Asynchrone Programmschnittstellen -- 9.5 CompletableFuture als Promise -- 9.6 Kombination von CompletableFutures -- 9.6.1 Beispiel -- 9.7 Zusammenfassung -- 10 Reaktive Streams -- 10.1 Grundlagen -- 10.1.1 Kontrakt von Observable -- 10.1.2 Erzeugen von Observables -- 10.1.3 Anmelden und Abmelden von Observer -- 10.2 Varianten -- 10.2.1 Single -- 10.2.2 Completable -- 10.2.3 Maybe -- 10.3 Hot und Cold Observables -- 10.3.1 ConnectableObservable -- 10.3.2 Beispiel Echtzeitdaten -- 10.4 Operationen -- 10.4.1 Abbildungen -- 10.4.2 Filtern und Teilmengen -- 10.4.3 Reduktion -- 10.4.4 Sammeln -- 10.4.5 Operationen mit Zeit -- 10.4.6 Kombinationen -- 10.4.7 Konvertierungen -- 10.4.8 Seiteneffekte -- 10.5 Nebenläufigkeit -- 10.5.1 Serialisierung von nebenläufigen Ereignissen -- 10.5.2 subscribeOn und Scheduler -- 10.5.3 observeOn -- 10.6 Fehlerbehandlung -- 10.6.1 Fehlerereignisse auslösen -- 10.6.2 Auf Fehler reagieren -- 10.7 Rückstau und Flusskontrolle -- 10.7.1 Reduktion der Menge der Ereignisse -- 10.7.2 Flowables -- 10.8 Testen reaktiver Streams -- 10.9 Zusammenfassung -- 11 Testen mit und von Funktionen -- 11.1 Funktionsparameter bei JUnit 5 -- 11.2 AssertJ: Eine DSL für Unit-Tests -- 11.3 Eigenschaftsbasiertes Testen nach QuickCheck -- 11.3.1 Generatoren von Zufallswerten -- 11.3.2 Tests -- 11.3.3 Shrinken der Werte -- 11.4 Zusammenfassung -- 12 Weiterführende Konzepte -- A Bibliografie -- B Laufzeitexperimente Parallele Streams -- Index…”

Tabla de Contenidos: “…Solano and Carlos David Grande-Tovar -- Nanocomposites of Chitosan/Graphene Oxide/Titanium Dioxide Nanoparticles/Blackberry -- Waste Extract as Potential Bone Substitutes -- Reprinted from: Polymers 2021, 13, 3877, doi:10.3390/polym13223877 195 -- Cheng-Wei Huang, Ya-Ying Chang, Chih-Chia Cheng, Meng-Ting Hung and Mohamed -- Gamal Mohamed -- Self-Assembled Supramolecular Micelles Based on Multiple Hydrogen Bonding Motifs for the -- Encapsulation and Release of Fullerene -- Reprinted from: Polymers 2022, 14, 4923, doi:10.3390/polym14224923 209 -- Wei-Cheng Cheng, Yi-Ting Hsieh and Wei-Ren Liu -- Enhanced Thermal Conductivity of Silicone Composites Filled with Few-Layered -- Hexagonal Boron Nitride -- Reprinted from: Polymers 2020, 12, 2072, doi:10.3390/polym12092072 223 -- Ahmed Elmahdy, Aldobenedetto Zotti, Simona Zuppolini, Mauro Zarrelli, Anna Borriello -- and Patricia Verleysen -- Effect of Strain Rate and Silica Filler Content on the Compressive Behavior of RTM6 -- Epoxy-Based Nanocomposites -- Reprinted from: Polymers 2021, 13, 3735, doi:10.3390/polym13213735 237 -- Yu-Hong Yeh, Kuei-Ting Hsu, Chia-Hung Huang and Wei-Ren Liu -- Facile and Green Process to Synthesize a Three-Dimensional Network Few-Layer -- Graphene/Carbon Nanotube Composite for Electromagnetic Interference Shielding -- Reprinted from: Polymers 2022, 14, 1892, doi:10.3390/polym14091892 257 -- Sveta Zhiraslanovna Ozkan, Aleksandr Ivanovich Kostev, Petr Aleksandrovich Chernavskii -- and Galina Petrovna Karpacheva -- Novel Hybrid Nanomaterials Based on Poly-N-Phenylanthranilic Acid and Magnetic -- Nanoparticles with Enhanced Saturation Magnetization -- Reprinted from: Polymers 2022, 14, 2935, doi:10.3390/polym14142935 269 -- Arkarapol Thumwong, Manchusa Chinnawet, Preawpraw Intarasena, Chanis Rattanapongs, -- Shinji Tokonami and Tetsuo Ishikawa et al. -- A Comparative Study on X-ray Shielding and Mechanical Properties of Natural Rubber Latex -- Nanocomposites Containing Bi2O3 or BaSO4: Experimental and Numerical Determination -- Reprinted from: Polymers 2022, 14, 3654, doi:10.3390/polym14173654 289 -- Oscar Ram ́ırez, Mat ́ıas Leal, Ximena Briones, Marcela Urz ́ua, Sebasti ́an Bonardd and Cesar -- Sald ́ıas et al. -- New Hybrid Nanocomposites with Catalytic Properties Obtained by In Situ Preparation of Gold -- Nanoparticles on Poly (Ionic Liquid)/Poly (4-Vinylpyridine) Nanofibers -- Reprinted from: Polymers 2022, 14, 3782, doi:10.3390/polym14183782 305 -- Pablo Ramos, Tamara Calvo-Correas, Arantxa Eceiza and Javier Gonz ́alez-Benito -- Nonwoven Mats Based on Segmented Biopolyurethanes Filled with MWCNT Prepared by -- Solution Blow Spinning -- Reprinted from: Polymers 2022, 14, 4175, doi:10.3390/polym14194175 321 -- Se Jung Lee, Seo Jeong Yoon and In-Yup Jeon -- Graphene/Polymer Nanocomposites: Preparation, Mechanical Properties, and Application -- Reprinted from: Polymers 2022, 14, 4733, doi:10.3390/polym14214733 337…”

Tabla de Contenidos: “…Garthwaite Deformation Monitoring in On the Design of Multi-Frequency InSAR Radar Corner Reflectors for Reprinted from: Remote Sens. 2017, 9, 648, doi: 10.3390/rs9070648 -- Andrea Monti-Guarnieri, Davide Giudici and Andrea Recchia Identification of C-Band Radio Frequency Interferences from Sentinel-1 Data Reprinted from: Remote Sens. 2017, 9, 1183, doi: 10.3390/rs9111183 -- Heng Zhang, Jiangwen Tang, Robert Wang, Yunkai Deng, Wei Wang and Ning Li An Accelerated Backprojection Algorithm for Monostatic and Bistatic SAR Processing Reprinted from: Remote Sens. 2018, 10, 140, doi: 10.3390/rs10010140 -- Seok Kim, Jiwoong Yu, Se-Yeon Jeon, Aulia Dewantari and Min-Ho Ka Signal Processing for a Multiple-Input, Multiple-Output (MIMO) Video Synthetic Aperture Radar (SAR) with Beat Frequency Division Frequency-Modulated Continuous Wave (FMCW) Reprinted from: Remote Sens. 2017, 9, 491, doi: 10.3390/rs9050491 -- Jeong-Won Park, Jae Hun Kim and Joong-Sun Won Fast and Efficient Correction of Ground Moving Targets in a Synthetic Aperture Radar, Single-Look Complex Image Reprinted from: Remote Sens. 2017, 9, 926, doi: 10.3390/rs9090926 -- Yuncheng Bu, Xingdong Liang, Yu Wang, Fubo Zhang and Yanlei Li A Unified Algorithm for Channel Imbalance and Antenna Phase Center Position Calibration of a Single-Pass Multi-Baseline TomoSAR System Reprinted from: Remote Sens. 2018, 10, 456, doi: 10.3390/rs10030456 -- Markus Even and Karsten Schulz InSAR Deformation Analysis with Distributed Scatterers: A Review Complemented by New Advances Reprinted from: Remote Sens. 2018, 10, 744, doi: 10.3390/rs10050744 -- Xin Tian, Rakesh Malhotra, Bing Xu, Haoping Qi and Yuxiao Ma Modeling Orbital Error in InSAR Interferogram Using Frequency and Spatial Domain Based Methods Reprinted from: Remote Sens. 2018, 10, 508, doi: 10.3390/rs10040508 -- Cheng Wang, Liang Chen, Haisheng Zhao, Zheng Lu, Mingming Bian, Running Zhang and Jian Feng Ionospheric Reconstructions Using Faraday Rotation in Spaceborne Polarimetric SAR Data Reprinted from: Remote Sens. 2017, 9, 1169, doi: 10.3390/rs9111169 -- Yuting Dong, Houjun Jiang, Lu Zhang and Mingsheng Liao An Efficient Maximum Likelihood Estimation Approach of Multi-Baseline SAR Interferometry for Refined Topographic Mapping in Mountainous Areas Reprinted from: Remote Sens. 2018, 10, 454, doi: 10.3390/rs10030454 -- Jingwen Zhao, Jicang Wu, Xiaoli Ding and Mingzhou Wang Elevation Extraction and Deformation Monitoring by Multitemporal InSAR of Lupu Bridge in Shanghai Reprinted from: Remote Sens. 2017, 9, 897, doi: 10.3390/rs9090897 -- Julia Neelmeijer, Tilo Schöne, Robert Dill, Volker Klemann and Mahdi Motagh Ground Deformations around the Toktogul Reservoir, Kyrgyzstan, from Envisat ASAR and Sentinel-1 Data-A Case Study about the Impact of Atmospheric Corrections on InSAR Time Series Reprinted from: Remote Sens. 2018, 10, 462, doi: 10.3390/rs10030462 -- Luyi Sun, Jan-Peter Muller and Jinsong Chen Time Series Analysis of Very Slow Landslides in the Three Gorges Region through Small Baseline SAR Offset Tracking Reprinted from: Remote Sens. 2017, 9, 1314, doi: 10.3390/rs9121314 -- Xuguo Shi, Houjun Jiang, Lu Zhang and Mingsheng Liao Landslide Displacement Monitoring with Split- Bandwidth Interferometry: A Case Study of the Shuping Landslide in the Three Gorges Area Reprinted from: Remote Sens. 2017, 9, 937, doi: 10.3390/rs9090937 -- Ludivine Libert, Dominique Derauw, Nicolas d'Oreye, Christian Barbier and Anne Orban Split-Band Interferometry-Assisted Phase Unwrapping for the Phase Ambiguities Correction Reprinted from: Remote Sens. 2017, 9, 879, doi: 10.3390/rs9090879 -- Ali Ghafouri, Jalal Amini, Mojtaba Dehmollaian and Mohammad Ali Kavoosi Better Estimated IEM Input Parameters Using Random Fractal Geometry Applied on Multi-Frequency SAR Data Reprinted from: Remote Sens. 2017, 9, 445, doi: 10.3390/rs9050445 -- Gerardo Di Martino, Antonio Iodice, Daniele Riccio, Giuseppe Ruello and Ivana Zinno The Role of Resolution in the Estimation of Fractal Dimension Maps From SAR Data Reprinted from: Remote Sens. 2018, 10, 9, doi: 10.3390/rs10010009 -- Xinping Deng, Carlos López-Martínez, Jinsong Cheng and Pengpeng Han Statistical Modeling of Polarimetric SAR Data: A Survey and Challenges Reprinted from: Remote Sens. 2017, 9, 348, doi: 10.3390/rs9040348 -- Qihao Chen, Linlin Li, Qiao Xu, Shuai Yang, Xuguo Shi and Xiuguo Liu Multi-Feature Segmentation for High-Resolution Polarimetric SAR Data Based on Fractal Net Evolution Approach Reprinted from: Remote Sens. 2017, 9, 570, doi: 10.3390/rs9060570 -- Chensong Tao, Siwei Chen, Yongzhen Li and Shunping Xiao PolSAR Land Cover Classification Based on Roll-Invariant and Selected Hidden Polarimetric Features in the Rotation Domain Reprinted from: Remote Sens. 2017, 9, 660, doi: 10.3390/rs9070660 -- Andreas Braun and Volker Hochschild A SAR-Based Index for Landscape Changes in African Savannas Reprinted from: Remote Sens. 2017, 9, 359, doi: 10.3390/rs9040359 -- Amir Behnamian, Sarah Banks, Koreen Milard, Lori White, Jon Pasher, Zhaohua Chen, Jason Duff, Laura Bourgeau-Chavez and Michael Battaglia Semi-Automated Surface Water Detection with Synthetic Aperture Radar Data: A Wetland Case Study Reprinted from: Remote Sens. 2017, 9, 1209, doi: 10.3390/rs9121209 -- Prosper Washaya, Timo Balz and Bahaa Mohamadi Coherence Change-Detection with Sentinel-1 for Natural and Anthropogenic Disaster Monitoring in Urban Areas Reprinted from: Remote Sens. 2018, 10, 1026, doi: 10.3390/rs10071026 -- Aobo Zhai, Xianbin Wen, Haixia Xu, Liming Yuan and Qingxia Meng Multi-Layer Model Based on Multi-Scale and Multi-Feature Fusion for SAR Images Reprinted from: Remote Sens. 2017, 9, 1085, doi: 10.3390/rs9101085 -- Yusuf Eshqi Molan, Jin-Woo Kim, Zhong Lu and Piyush Agram L-Band Temporal Coherence Assessment and Modeling Using Amplitude and Snow Depth over Interior Alaska Reprinted from: Remote Sens. 2018, 10, 150, doi: 10.3390/rs10010150…”

Tabla de Contenidos: “…Eng. 2016, 4(3), 49, doi: 10.3390/jmse4030049 http://www.mdpi.com/2077-1312/4/3/49 .23 -- Meng Xia and Long Jiang Application of an Unstructured Grid-Based Water Quality Model to Chesapeake Bay and Its Adjacent Coastal Ocean Reprinted from: J. …”

Tabla de Contenidos: “…-- Anwendungsbeispiel -- Unterschiedliche Machine-Learning-Systeme -- Überwachtes/unüberwachtes Lernen -- Batch- und Online-Learning -- Instanzbasiertes versus modellbasiertes Lernen -- Die wichtigsten Herausforderungen beim Machine Learning -- Unzureichende Menge an Trainingsdaten -- Nicht repräsentative Trainingsdaten -- Minderwertige Daten -- Irrelevante Merkmale -- Overfitting der Trainingsdaten -- Underfitting der Trainingsdaten -- Zusammenfassung -- Testen und Validieren -- Hyperparameter anpassen und Modellauswahl -- Datendiskrepanz -- Übungen -- Kapitel 2: Ein Machine-Learning-Projekt von A bis Z -- Der Umgang mit realen Daten -- Betrachte das Gesamtbild -- Die Aufgabe abstecken -- Wähle ein Qualitätsmaß aus -- Überprüfe die Annahmen -- Beschaffe die Daten -- Erstelle eine Arbeitsumgebung -- Die Daten herunterladen -- Wirf einen kurzen Blick auf die Datenstruktur -- Erstelle einen Testdatensatz -- Erkunde und visualisiere die Daten, um Erkenntnisse zu gewinnen -- Visualisieren geografischer Daten -- Suche nach Korrelationen -- Experimentieren mit Kombinationen von Merkmalen -- Bereite die Daten für Machine-Learning- Algorithmen vor -- Aufbereiten der Daten -- Bearbeiten von Text und kategorischen Merkmalen -- Eigene Transformer -- Skalieren von Merkmalen -- Pipelines zur Transformation -- Wähle ein Modell aus und trainiere es -- Trainieren und Auswerten auf dem Trainingsdatensatz -- Bessere Auswertung mittels Kreuzvalidierung -- Optimiere das Modell -- Gittersuche -- Zufällige Suche -- Ensemble-Methoden -- Analysiere die besten Modelle und ihre Fehler -- Evaluiere das System auf dem Testdatensatz -- Nimm das System in Betrieb, überwache und warte es…”

Tabla de Contenidos: “…. -- Kapitel 7 - Bessere Stories erzählen -- Connextras Tolles Template -- Template-Zombies und der Schneepflug -- Checkliste: Worüber ihr euch wirklich unterhalten solltet -- Macht Urlaubsfotos -- Das ist eine Menge Zeug -- Kapitel 8 - Nicht alles steht auf der Karte…”

Tabla de Contenidos: “…Komplikationen in der Anwendung der Vereinigungsmethode -- a) Die Beschränkung der Menge an kommunizierbarer Information -- b) Keine Vereinigung der behaupteten Fakten bei zu hohen Vorlagekosten -- c) Die Kosten der Beweismittelproduktion -- d) Zwischenergebnis -- 2. …”

Tabla de Contenidos: “…Hay, Timothy Obee, Zhu Luo, Ting Jiang, Yongtao Meng, Junkai He, Steven C. Murphy and Steven Suib Feature Article: The Viability of Photocatalysis for Air Purification Reprinted from: Molecules 2015, 20(1), 1319-1356 http://www.mdpi.com/1420-3049/20/1/1319 -- Jaime Giménez, Bernardí Bayarri, Óscar González, Sixto Malato, José Peral and Santiago Esplugas Article: A Comparison of the Environmental Impact of Different AOPS: Risk Indexes Reprinted from: Molecules 2015, 20(1), 503-518 http://www.mdpi.com/1420-3049/20/1/503 -- John Anthony Byrne, Patrick Stuart Morris Dunlop, Jeremy William John Hamilton, Pilar Fernández-Ibáñez, Inmaculada Polo-López, Preetam Kumar Sharma and Ashlene Sarah Margaret Vennard Review: A Review of Heterogeneous Photocatalysis for Water and Surface Disinfection Reprinted from: Molecules 2015, 20(4), 5574-5615 http://www.mdpi.com/1420-3049/20/4/5574 -- Satoshi Horikoshi and Nick Serpone Review: Coupled Microwave/Photoassisted Methods for Environmental Remediation Reprinted from: Molecules 2014, 19(11), 18102-18128 http://www.mdpi.com/1420-3049/19/11/18102 -- Nobuaki Negishi and Taizo Sano Article: Photocatalytic Solar Tower Reactor for the Elimination of a Low Concentration of VOCs Reprinted from: Molecules 2014, 19(10), 16624-16639 http://www.mdpi.com/1420-3049/19/10/16624 -- Tsuyoshi Ochiai, Erina Ichihashi, Naoki Nishida, Tadashi Machida, Yoshitsugu Uchida, Yuji Hayashi, Yuko Morito and Akira Fujishima Article: Field Performance Test of an Air-Cleaner with Photocatalysis-Plasma Synergistic Reactors for Practical and Long-Term Use Reprinted from: Molecules 2014, 19(11), 17424-17434 http://www.mdpi.com/1420-3049/19/11/17424 -- Shan Zheng, Wenjun Jiang, Mamun Rashid, Yong Cai, Dionysios D. …”