“…En 1808, la Monarchie espagnole, le plus vaste ensemble politique du monde, s’effondre, miné de l’intérieur et sous la pression de la France. …”
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Tabla de Contenidos: “…. -- I.2 The age of geometry, information and quantum -- Canaries in a coal mine -- The physics of space-time -- Special relativity -- General relativity -- Big Bang cosmology -- Cosmic inflation -- grey Much ado about nothing -- The physics of geometry -- Curved spaces (manifolds) and topology -- The geometry of gauge invariance -- The physics of information: from bits to qubits -- Information and entropy -- Models of computation -- Going quantum -- Quantum physics: the laws of matter -- I.3 Universal constants, scales and units -- Is man the measure of all things? …”

Tabla de Contenidos: “…A Statistical Reasoning System for Medication Prompting -- Tracking Free-Weight Exercises -- Playful Tray: Adopting Ubicomp and Persuasive Techniques into Play-Based Occupational Therapy for Reducing Poor Eating Behavior in Young Children -- Privacy Enhancing Technologies for RFID in Retail- An Empirical Investigation -- Ninja: Non Identity Based, Privacy Preserving Authentication for Ubiquitous Environments -- Field Deployment of IMBuddy: A Study of Privacy Control and Feedback Mechanisms for Contextual IM -- Yours, Mine and Ours? Sharing and Use of Technology in Domestic Environments -- How Smart Homes Learn: The Evolution of the Networked Home and Household -- “My Roomba Is Rambo”: Intimate Home Appliances -- Symbolic Object Localization Through Active Sampling of Acceleration and Sound Signatures -- An Exploration of Location Error Estimation -- Security by Spatial Reference: Using Relative Positioning to Authenticate Devices for Spontaneous Interaction -- Users and Batteries: Interactions and Adaptive Energy Management in Mobile Systems -- An Empirical Study of the Potential for Context-Aware Power Management -- Amigo: Proximity-Based Authentication of Mobile Devices -- At the Flick of a Switch: Detecting and Classifying Unique Electrical Events on the Residential Power Line (Nominated for the Best Paper Award) -- An ‘Object-Use Fingerprint’: The Use of Electronic Sensors for Human Identification -- Key Generation Based on Acceleration Data of Shaking Processes -- “Merolyn the Phone”: A Study of Bluetooth Naming Practices (Nominated for the Best Paper Award) -- Why It’s Worth the Hassle: The Value of In-Situ Studies When Designing Ubicomp -- Locating Family Values: A Field Trial of the Whereabouts Clock -- Safeguarding Location Privacy in Wireless Ad-Hoc Networks -- Haggle: Seamless Networking for Mobile Applications -- Exploiting Social Interactions in Mobile Systems -- Rapidly Exploring Application Design Through Speed Dating -- Addressing Mobile Phone Diversity in Ubicomp Experience Development -- Sensor Networks or Smart Artifacts? …”

“…If the Internet is your new database, you need a tool to mine that data-to merge and sort and search and filter that data. …”

Tabla de Contenidos: “…Creating the training loop -- Sampling techniques for deep learning models -- Random oversampling -- Dynamic sampling -- Data augmentation techniques for vision -- Data-level techniques for text classification -- Dataset and baseline model -- Document-level augmentation -- Character and word-level augmentation -- Discussion of other data-level deep learning methods and their key ideas -- Two-phase learning -- Expansive Over-Sampling -- Using generative models for oversampling -- DeepSMOTE -- Neural style transfer -- Summary -- Questions -- References -- Chapter 8: Algorithm-Level Deep Learning Techniques -- Technical requirements -- Motivation for algorithm-level techniques -- Weighting techniques -- Using PyTorch's weight parameter -- Handling textual data -- Deferred re-weighting - a minor variant of the class weighting technique -- Explicit loss function modification -- Focal loss -- Class-balanced loss -- Class-dependent temperature Loss -- Class-wise difficulty-balanced loss -- Discussing other algorithm-based techniques -- Regularization techniques -- Siamese networks -- Deeper neural networks -- Threshold adjustment -- Summary -- Questions -- References -- Chapter 9: Hybrid Deep Learning Methods -- Technical requirements -- Using graph machine learning for imbalanced data -- Understanding graphs -- Graph machine learning -- Dealing with imbalanced data -- Case study - the performance of XGBoost, MLP, and a GCN on an imbalanced dataset -- Hard example mining -- Online Hard Example Mining -- Minority class incremental rectification -- Utilizing the hard sample mining technique in minority class incremental rectification -- Summary -- Questions -- References -- Chapter 10: Model Calibration -- Technical requirements -- Introduction to model calibration -- Why bother with model calibration -- Models with and without well-calibrated probabilities…”

Tabla de Contenidos: “…Collaborative Writing: Yours, Mine, and Ours -- The Accountability Partnership: Writing and Surviving in the Digital Age -- Only Typing? …”

Tabla de Contenidos: “…10 Rural youth in northern Zambia: straddling the rural-urban divideConcluding comments to Part III; PART IV Youth entrepreneurship in specific sectors; Introduction to Part IV; 11 Young entrepreneurs in the mobile telephony sector in Ghana; 12 Youth entrepreneurship in a small-scale gold mining settlement in Ghana; 13 Young female entrepreneurs in Uganda: handicraft production as a livelihood strategy; 14 Employment in the tourism industry: a pathway to entrepreneurship for Ugandan youth; Concluding comments to Part IV; PART V Stimulating youth entrepreneurship; Introduction to Part V…”

Tabla de Contenidos: “…s Melodramatic Discourse on the Environmental Consequences of "Crony Capitalism" / Ross Singer -- Ashley Judd's Indictment of Mountaintop Removal Coal Mining : A Stain on the Conscience of America / Beth M. …”

Tabla de Contenidos: “…; Chapter 14 Tilts and Other Ways to Help Long-Term Performance; History of Market Thought; Data Mining; Debunking Strong-Form Market Efficiency; Rationality; The January Effect; Sell in May and Go Away; Momentum; Value; Small Cap; Quality…”

Tabla de Contenidos: “…. -- ...In the Right Frame of Mind -- Shooting Iconic Places -- Iconic Images in Mundane Places -- Making the Shot -- Wait for It -- Seek It -- Mine It -- Adding the Human Element -- Adding Scale -- Landscapes -- Creating Depth with Layers -- Shoot the Big Stuff -- Shoot the Details -- CHAPTER SEVEN: Photographing Culture -- Cultural Sensitivity…”

Tabla de Contenidos: “…Front Matter -- Copyright -- Contents -- Contributing authors -- Acknowledgements -- Preface -- Acronyms -- 1 Introduction: comparative political ecology - the EJAtlas, geographical and thematic perspectives -- 2 Japan: toxic archipelago -- 3 The Philippines: extractivism and violence -- 4 Women environmental defenders killed around the world -- 5 Taiwan's environmental movement -- 6 China: political ecology with Chinese characteristics - limits to eco-compensation -- 7 The Arctic, a growing commodity extraction frontier -- 8 India: Odisha, one of the states which are victims of "extractivism" -- 9 India: Kerala and Tamil Nadu -- 10 The world anti-nuclear movement since the 1970s -- 11 Biodiversity conservation: "militarized conservation" vs "convivial conservation" -- 12 East Africa: Kenya and Tanzania, wildlife and human livelihoods -- 13 South East Africa: Madagascar and Mozambique -- transnationals and BINGOs -- 14 Nigeria and the Gulf of Guinea: "we thought it was oil but it was blood" -- 15 Sand mining for metallic minerals: a new commodity frontier -- 16 Blockadia and climate justice: LFFU movements -- 17 The Andean countries and Southern Cone -- 18 Mesoamerica and the Caribbean: from Zacatecas to Neo Zapatismo -- 19 Brazil and the Guianas: iron ores, tailings dams and land conflicts -- 20 Working-class environmentalism -- 21 Agrarian justice and human ecology -- 22 Religious groups as environmental activists -- 23 The Iberian Peninsula: transboundary conflicts -- 24 The United States: the cradle of environmental justice against environmental racism -- 25 Indigenous revival and resistance around the world -- 26 Preciosities vs bulk commodities in ecologically unequal trade -- 27 Corporate social irresponsibility and systematic lack of environmental liability -- 28 Environmental activism, uncertain risks and post-normal science…”

Tabla de Contenidos: “…Chapter 15 In Bed with the Tax ManChapter 16 High-Rise Rollers; Chapter 17 Decorum Across the International Date Line; Chapter 18 The Kickback Mine; Chapter 19 A Sweet Deal; Chapter 20 Da' Money; Chapter 21 The Seemingly Upstanding Citizen; Chapter 22 Big Dangers from a Small Vendor; Chapter 23 A Drop in the Ocean; Chapter 24 The Professor and the Deputy; Chapter 25 Calling for Kickbacks; Chapter 26 Going Green in Mexico; Chapter 27 A Wolf in Sheep's Clothing; Chapter 28 Dances with Fraud; Chapter 29 The Corrupt Public Servant; Chapter 30 Romance, Jewels and Kickbacks: All in a Day's Work…”

Tabla de Contenidos: “…Disc 4: A plan to work on (Kay Mander, 1948). -- Mining review 2nd year no 11 (Peter Pickering, 1949). -- From the ground up (no director credited, 1950). -- Transport (Peter Bradford, 1950). -- The undefeated (Paul Dickson, 1950). -- Family portrait (Humphrey Jennings, 1950)…”

Tabla de Contenidos: “…(Acknowledgments) -- Part I: Data Mining for Managers -- Chapter 2: Rules for Managers -- 2.1 The Inductive Engineering Manifesto -- 2.2 More Rules -- Chapter 3: Rule #1: Talk to the Users -- 3.1 Users Biases -- 3.2 Data Mining Biases -- 3.3 Can We Avoid Bias? …”

Tabla de Contenidos: “…Configuring the landscape: Roman mining in the conventus Asturum (NW Hispania) / 1.9. …”

Tabla de Contenidos: “…Anonymize Resumes 30 Look Harder Part B: Minding the Gap 32 Stacking the Loop and Mining for Diamonds 35 Set Explicit Diversity Goals, Then Mirror Your Interview Loop to Match 37 Pay Big Bonuses for Employee Referrals of Candidates from Underrepresented Backgrounds 40 Mining for Diamonds and "Custom Grooming" 41 Straight Talk: Lisa Maki 47 Chapter 3 Solution 2: In It to Win It: Supporting Women's Development 49 Reverse Mentoring 49 Increasing Female Visibility 54 Straight Talk: Eugenia Harvey 63 Straight Talk: Maria Hess 64 Chapter 4 Solution 3: Listen Louder 65 Dragon Slayers and Deliberators 66 Star Shooters and Stratosphere Blasters 68 Identical Pitches Yield Biased Results 70 How Men Can Change the Way They Listen 72 Straight Talk: Karen Cooper 80 Straight Talk: Susannah Malarkey 81 Chapter 5 Solution 4: Creating a Family-Forward Culture 83 One: No Meetings before 9:00 a.m. 86 Two: Men Should Take Just as Much Parental Leave as Women 89 Three: Shut Down Email at Night 92 Four: Create Family-Friendly Spaces, Not Bro-Friendly Spaces 96 Straight Talk: Christina Watt 105 Straight Talk: Dr. …”

Tabla de Contenidos: “…BAT CONSERVATION -- 2.1 Threat: Residential and commercial development -- 2.2 Threat: Agriculture -- 2.2.1 Land use change -- 2.2.2 Intensive farming -- 2.3 Threat: Energy production - wind turbines -- 2.4 Threat: Energy production - mining…”

Tabla de Contenidos: “…Container-Related Type Classes -- Functors -- Foldables -- Summary -- Chapter 5: Laziness and Infinite Structures -- An Infinite Number of Time Machines -- Lazy Evaluation Model -- Understanding Evaluation in Haskell -- Problems with Laziness -- Pattern Matching and Laziness -- Profiling with GHC -- Strictness Annotations -- Summary -- Part II: Data Mining -- Chapter 6: Knowing Your Clients Using Monads -- Data Mining -- Implementing K-means -- Lenses -- Discovering Monads -- Watching Out for Incomplete Data -- Combinators for State -- Dissecting the Combinators -- do Notation -- Monad Laws -- Different Sorts of State -- State and Lenses -- Reader, Writer, and RWS -- Mutable References with ST -- Summary -- Chapter 7: More Monads: Now for Recommendations -- Returning More Than One Value -- The List Monad -- A New View over Monads -- Failures and Alternatives -- Association Rule Learning -- Flattening Values into Transactions -- The Apriori Algorithm -- Search Problems -- Paths in a Graph -- The Logic Monad -- Monads and Lists, Redux -- Combining Values Under a Monad -- Monad Comprehensions -- Combining Monads -- Monad Transformers -- Monad Classes -- Summary -- Chapter 8: Working in Several Cores -- Parallelism, Concurrency, and Distribution -- The Par Monad -- Futures -- Dataflow Parallelism with IVars -- Parallelizing the Apriori Algorithm -- Software Transactional Memory -- Concurrent Use of Resources -- Atomic Transactions -- Rolling Back Transactions -- Producer-Consumer Queues -- Single-Process Queues -- Message Queues Using AMQP -- AMQP in Haskell -- Summary -- Part III: Resource Handling -- Chapter 9: Dealing with Files: IO and Conduit -- Basic Input and Output -- Randomness -- Working with Files -- Reading and Writing -- Handling Files -- Error Handling -- Pure Errors -- Catching Exceptions -- Throwing Exceptions…”

Tabla de Contenidos: “…-- Examples of Ensembles and Factors Affecting Their Accuracy -- Crowds for transferring knowledge and dealing with changes -- Crowds for Multiple Goals -- A Crowd of Insights -- Ensembles as Versatile Tools -- References -- Combining quantitative and qualitative methods (when mining software data) -- Prologue: We Have Solid Empirical Evidence! …”

Tabla de Contenidos: “…A whiter Shade of pale = Con su blanca palidez / Sandy / Only You / My way / This is my song = Amor es mi canción / Three coins in the fountain = Creemos en el amor / You mean everything to me = Lo eres todo para mí / Please release me / Silence is golden = El silencio es oro / Sittin' on the dock of the bay = Sentado en el muelle de la bahía / Pequeña flor / Good morning starshine / Raindrops keep fallin on my head = Gotas de lluvia / You go your way I'll go mine / A place in Paris = Un lugar en París / Live for life = vivir para vivir / Feelings / Unchained melody = Melodía encadenada / Love is a many splendored thing = El amor es algo maravilloso / Put ypur head on my shoulder = Tu cabeza en mi hombro / Scarborough fair / You belong to my heart = Solamente una vez / Young love = Amor joven / My Prayer = Rogar / Love story / The power of love / The ballad of Bonie and Clyde = La balada de Bonie and Clyde / Sound of Silence = El sonido del silencio / Monalisa ! …”