Colin Campbell

Support Vectors Machines have become a well established tool within machine learning. They work well in practice and have now been used across a wide range of applications from recognizing hand-written digits, to face identification, text categorisation, bioinformatics, and database marketing. In this book we give an introductory overview of this subject. We start with a simple Support Vector Machine for performing binary classification before considering multi-class classification and learning in the presence of noise. We show that this framework can be extended to many other scenarios such as prediction with real-valued outputs, novelty detection and the handling of complex output structures such as parse trees. Finally, we give an overview of the main types of kernels which are used in practice and how to learn and make predictions from multiple types of input data. Table of Contents: Support Vector Machines for Classification / Kernel-based Models / Learning with Kernels

This book teaches model-based analysis and model-based testing, with important new ways to write and analyze software specifications and designs, generate test cases, and check the results of test runs. These methods increase the automation in each of these steps, making them more timely, more thorough, and more effective. Using a familiar programming language, testers and analysts will learn to write models that describe how a program is supposed to behave. The authors work through several realistic case studies in depth and detail, using a toolkit built on the C# language and the .NET framework. Readers can also apply the methods in analyzing and testing systems in many other languages and frameworks. Intended for professional software developers including testers, and for university students, this book is suitable for courses on software engineering, testing, specification, or applications of formal methods.

J.L. Ilsley, federal finance minister from 1940 to 1946, was responsible for financing Canadian participation in the Second World War. A Wartime Finance Minister tells the story of how his efforts to do so transformed the tax system and established the financial basis of the modern welfare state. Between 1939 and 1943, Canada's war effort boosted federal spending and revenue tenfold, a commitment Ilsley financed by borrowing through Victory Bond campaigns and extending income tax to most of the working population, at sharply progressive rates. Agreements made with the provinces in 1941 became the foundation of modern federal–provincial fiscal relations. Ilsley preached that the war required high but fair taxes, wage and price controls, and frugality, winning public confidence in the measures partly through his own example of self-sacrifice. As this compelling account of his life and career reveals, Ilsley's promotion and defence of these policies brought lasting benefit to Canada.

Physics: A Focused Introduction provides a thorough overview of the principles and practical applications of introductory undergraduate physics. Featuring a streamlined narrative, it encourages active engagement between fundamental concepts and fully worked examples.Major topics such as motion (kinematics, forces, and conservation of momentum and energy), thermodynamics, waves, optics, electricity and magnetism are covered, in addition to the foundations of modern physics.Features include:More than 200 fully worked examples and 1,000 end-of-chapter problemsLearning Objectives at the start of each chapterAn appendix which introduces key mathematical content ranging from scientific notation and the metric system to geometry, trigonometry, and techniques for solving systems of equationsCalculus is introduced and used as a tool to clarify the physics; examples and problems that require proficiency in calculus are clearly markedSupported by modular lab activities developed at the University of Mount Union, detailed lecture notes, and a comprehensive solution manual are available to instructorsWritten in a relaxed and engaging style, this textbook is suitable for students of science and engineering who require a concise introduction to the field, as well as students of both algebra-based and calculus-based courses.

Physics: A Focused Introduction provides a thorough overview of the principles and practical applications of introductory undergraduate physics. Featuring a streamlined narrative, it encourages active engagement between fundamental concepts and fully worked examples.Major topics such as motion (kinematics, forces, and conservation of momentum and energy), thermodynamics, waves, optics, electricity and magnetism are covered, in addition to the foundations of modern physics.Features include:More than 200 fully worked examples and 1,000 end-of-chapter problemsLearning Objectives at the start of each chapterAn appendix which introduces key mathematical content ranging from scientific notation and the metric system to geometry, trigonometry, and techniques for solving systems of equationsCalculus is introduced and used as a tool to clarify the physics; examples and problems that require proficiency in calculus are clearly markedSupported by modular lab activities developed at the University of Mount Union, detailed lecture notes, and a comprehensive solution manual are available to instructorsWritten in a relaxed and engaging style, this textbook is suitable for students of science and engineering who require a concise introduction to the field, as well as students of both algebra-based and calculus-based courses.

Scotland provided two Territorial Force divisions at the outbreak of the First World War, in due course taking their place in the order of battle as the 51st (Highland) Division and the 52nd (Lowland) Division. 1066 and All That concluded that the war was won by the Americans, assisted by ‘the Australians (AZTECS) and some Canadians, and 51 Highlanders’. If nothing else, this ironic analysis showed that Major General George (‘Uncle’, sometimes ‘Daddy’) Harper was a master of positive publicity and knew its value in building the Division’s image and morale. He commanded the Division from late September 1915 until shortly before the opening of the German Spring Offensive in March 1918, when he was promoted to the command of IV Corps; his name is firmly linked to the 51st. The Division arrived in France in May 1915 and took part in a limited (and unsuccessful) attack in French Flanders in June 1915, which revealed hardly surprising weaknesses in training. The next year was spent relatively quietly on the Somme and, from March 1916, the southern end of Vimy Ridge. Thereafter it fought on the Somme at High Wood and Beaumont-Hamel, at the Battle of Arras, at Third Ypres, Cambrai, faced two of the German spring offensives of 1918 and was then involved in the successful series of allied offensives that ended the war, in the Division’s case starting with an attack with the French and the Italians in the Champagne in July 1918. No history of the Division has been written since Brewsher’s in 1921. This book aims to cast a more objective light on its activities and to challenge its post war critics. It makes full use of official records and first hand accounts, including those provided by descendants with previously unpublished family records or illustrations. The book’s main purpose is to pay tribute to a generation that met hitherto unimagined horrors with fortitude, adaptability, resilience and humour and, despite the awful price in lives, broken bodies and minds, carried on until the job was done.

In 1862, 17-year-old Callum McBay leaves Scotland to join the gold rush in British Columbia's Cariboo region, hoping to save his family farm from foreclosure due to a deadly sheep disease. Along the Harrison-Lillooet Trail, he befriends other prospectors but must confront mortal dangers, including ruthless thugs and a treacherous terrain. Through his experiences, he witnesses how the influx of newcomers has negatively affected local First Nations communities and the pristine environment. After his arduous journey, Roy returns home, grappling with difficult choices about his future. Through his experiences, he has learned about the complexities of friendship, as well as the realities of greed and exploitation.

This book uses the contrast between the theoretical positions of the two Max Webers - that is the Weber of the Protestant Ethic thesis and the Weber of the theory of action – as the basis for developing a theory of agency and an associated dynamic interpretive approach to action. The book critiques traditional theories of action for neglecting the physical dimension, for conflating agency with action, and contrasting the latter with behaviour. It argues that action is not just cerebral or communicative but inherently tied to effort, emotion, and imagination, with voluntarism understood in terms of attention instead of intention, and the exercise of will rather than choice. This is the basis of a "dynamic interpretivist" approach, one that integrates behavioural insights with interpretive sociology, highlighting how actors actively maintain their power of agency. The concept of "character" is also introduced as a crucial link between individual agency, ethical values, and cultural systems. This book will be of interest to researchers and students of sociology, anthropology, media studies, and criminology, as well as social theorists.

YOU CAN MAKE BAD CHOICES FOR GOOD REASONS... SOMETIMES THOSE BAD CHOICES LET YOU LIVE "How does this work?" Michelle looking at Ben on the doorstep. "I was hoping you'd tell me." Ben hoping the girl knew about hiring a gigolo. "You don't know?" Ben shrugged. "I feel like that kid in Die Hard, asking how the limo service worked." "You like Die Hard?" "Everybody likes Die Hard." Michelle didn't. "I prefer When Harry Met Sally." Benjamin J. Green is the tennis pro at a holiday resort in Spain. Michelle Cordero Belen is the bride-to-be at a hen party staying at Laguna Park. Ben is hired as a gigolo for one night but neither of them wants to go through with it. Despite their better judgement, they fall in love and run off together. But Ben is a UK thief hiding out on the Costa del Sol, and Michelle is the daughter of a Mexican drug cartel boss. The marriage is intended to cement a merger with a Spanish cartel. Add to that, Ben steals money from the resort safe only to find there is far too much. Laguna Park is a money laundering operation. So now they have the money launderers and two drug cartels chasing them through Spain, France and Italy. Not exactly When Harry Met Sally.

“Rather than try to discover the meaning of life, you simply need to live it.” On 24 January 2020, Colin’s partner, Deidre, receives an unanticipated diagnosis of Stage 4 breast cancer which had spread to her lungs and liver. They are devastated by the news, and their life plans appear shattered. When Deidre’s treatments begin and they come to accept their situation, they are thrust into the world of Covid 19, and fear that the consequences of the pandemic will have a disastrous effect on her care plan and their hopes of normality. As lockdown grips the planet, they are forced into isolation and must plan for even the most basic of activities. They are filled, however, with gratitude by the kindness of others and rather than surrender to fear and helplessness, they decide to meet each challenge positively. There is Always Hope is an authentic and poignant memoir written to encourage and uplift the partners of those living with cancer. It reflects the challenges faced by those surrounding the patient as they confront their inevitable feelings of inadequacy and powerlessness and adapt to their new circumstances while trying to maintain a normal life. Proceeds from the book's sales will be donated to the Make 2nds Count charity.

Political Ideologies in Canada is a multi-authored introduction to the history, evolution, and current reality of Canadian political ideology and is especially relevant to those familiar with Parties, Leaders and Ideologies in Canada (McGraw-Hill, 1996) or Politica Parties, Leaders and Ideologies in Canada (1974, 1983, 1990) by Colin Campbell and William Christian. Thoroughly updated and expanded, Political Ideologies in Canada reconceptualizes and modernizes the foundational knowledge of these earlier texts for anew generation.Divided into two sections: section one demonstrates the relevance of ideology in multiple contexts and introduces students to core traditional ideologies including forms of liberalism, conservatism, socialism, and social democracy. Section two explores ideological currents such as feminism, nationalism, populism, fascism, and environmentalism, as well as Indigenous perspectives on political ideologies. Focused on the Canadian context, this volume includes multiple perspectives layered with Canadian history, thinkers, ideas, politics, and ideologies.Political Ideologies in Canada features a robust and explanatory introduction, a glossary, and supplementary essay questions for instructors and is ideal for introductory political science courses.

Interacting biological systems at all organizational levels display emergent behavior. Modeling these systems is made challenging by the number and variety of biological components and interactions – from molecules in gene regulatory networks to species in ecological networks – and the often-incomplete state of system knowledge, such as the unknown values of kinetic parameters for biochemical reactions. Boolean networks have emerged as a powerful tool for modeling these systems. This Element provides a methodological overview of Boolean network models of biological systems. After a brief introduction, the authors describe the process of building, analyzing, and validating a Boolean model. They then present the use of the model to make predictions about the system's response to perturbations and about how to control its behavior. The Element emphasizes the interplay between structural and dynamical properties of Boolean networks and illustrates them in three case studies from disparate levels of biological organization.

Interacting biological systems at all organizational levels display emergent behavior. Modeling these systems is made challenging by the number and variety of biological components and interactions – from molecules in gene regulatory networks to species in ecological networks – and the often-incomplete state of system knowledge, such as the unknown values of kinetic parameters for biochemical reactions. Boolean networks have emerged as a powerful tool for modeling these systems. This Element provides a methodological overview of Boolean network models of biological systems. After a brief introduction, the authors describe the process of building, analyzing, and validating a Boolean model. They then present the use of the model to make predictions about the system's response to perturbations and about how to control its behavior. The Element emphasizes the interplay between structural and dynamical properties of Boolean networks and illustrates them in three case studies from disparate levels of biological organization.

A powerful account of one father's journey through unimaginable grief, offering readers a new vision for how to more actively and fully mourn profound loss. "After loss, one of the most common responses is "There are no words." But often times, words are what people who are grieving need the most. When silence is replaced with empathy and support, we help others heal. In his new book Finding the Words, Colin Campbell provides powerful advice for processing pain and being there for those who are. By bravely sharing his journey through the unimaginable, Colin will bring hope to so many."--Sheryl Sandberg, Founder, LeanIn.org and OptionB.org When Colin Campbell's two teenage children were killed by a drunk driver, Campbell was thrown headlong into a grief so deep he felt he might lose his mind. He found much of the common wisdom about coping with loss--including the ideas that grieving is a private and mysterious process and that the pain is so great that "there are no words"--to be unhelpful. Drawing on what he learned from his own journey, Campbell offers an alternative path for processing pain that is active and vocal and truly honors loved ones lost. Full of practical advice on how to survive in the aftermath of loss, Finding the Words teaches readers how to actively reach out to their community, perform mourning rituals, and find ways to express their grief, so they can live more fully while also holding their loved ones close. Campbell shines a light on a path forward through the darkness of grief.

This collection of high quality, largely previously published essays, analyses a range of controversies in the field of the sociology of culture and consumption. Campbell made a major contribution to the development of this field and he has a clear and coherent theoretical position which he employs to comment on interesting disputes among scholars seeking to understand consumer culture.Containing a brand new expansive essay reflecting on consumption in the age of a pandemic and drawing out some of the conceptual and practical implications of the relationship between wants and needs, science and norms, this synthesis will be an invaluable resource for students and researchers of consumption, consumer and cultural sociology.

"In hindsight I think we should have stayed in Boston." "Thought you always wanted to be Mr. Hollywood." Larry Unger looked at McNulty. "Do you know how much they charge for location services in Los Angeles?" Los Angeles, California Titanic Productions has moved to Hollywood but the producer's problems don't stop with the cost of location services. When McNulty finds a runaway girl hiding at the Hollywood Boulevard location during a night shoot it brings back memories of his life in Crag View Orphanage. He takes the girl under his wing but after somebody breaks into the compound looking for her she runs away again. Between the drug cartel that wants her back and a hitman who wants her dead, McNulty must try and find her again before California wildfires race towards her hiding place. Praise for the books by Colin Campbell: "Very real. And very good." -Lee Child "There's nothing soft about Campbell's writing. If you enjoy your crime fiction hard-boiled, the Jim Grant series is a must read." -Bruce Robert Coffin, author of the Detective Byron series "A cop with a sharp eye, keen mind, and a lion's heart." -Reed Farrel Coleman "Campbell writes smart, rollercoaster tales with unstoppable forward momentum and thrilling authenticity." -Nick Petrie "Grim and gritty and packed with action." -Kirkus Review "The pages fly like the bullets, fistfights and one-liners that make this one of my favourite books of the year. Top stuff " -Matt Hilton "An excellent story well told. A mixture of The Choirboys meets Harry Bosch." -Michael Jecks "Sets up immediately and maintains a breakneck pace throughout. Its smart structure and unrelenting suspense will please Lee Child fans." -Library Journal Review "This is police procedural close-up and personal. A strong debut with enough gritty realism to make your eyes water, and a few savage laughs along the way." -Reginald Hill

Nevozmozhno predstavit bolee izvestnuju paru. No v chem zagadka ikh populjarnosti? Pochemu bezukoriznennaja Kejt i buduschij korol Uiljam ne tak znamenity? Megan i Garri ne prosto reshilis na derzkij i svobodoljubivyj shag - otkazalis ot korolevskikh titulov i sbezhali iz Britanii, no i prodolzhajut radovat poklonnikov i kritikov svoimi skandalnymi postupkami.? Avtor knigi predskazala vse, chto proiskhodit s paroj, nachinaja s intervju Opre Uinfri do perechislenija kompanij, s kotorymi para sotrudnichaet sejchas. Blagodarja svjazjam v korolevskom dvore i znakomstvam za okeanom, avtor detalno razbiraet skrytye motivy pary i otvechaet na voprosy: smogut li oni sdelat bolshoe sostojanie, otkazhetsja li Megan ot svoikh ambitsij - operedit Dianu i stat samoj izvestnoj zhenschinoj v mire, ili dazhe prezidentom SSHA?

This collection of high quality, largely previously published essays, analyses a range of controversies in the field of the sociology of culture and consumption. Campbell made a major contribution to the development of this field and he has a clear and coherent theoretical position which he employs to comment on interesting disputes among scholars seeking to understand consumer culture.Containing a brand new expansive essay reflecting on consumption in the age of a pandemic and drawing out some of the conceptual and practical implications of the relationship between wants and needs, science and norms, this synthesis will be an invaluable resource for students and researchers of consumption, consumer and cultural sociology.

Colin Campbell's pioneering video art inspired a generation of multimedia artists. While he produced more than fifty videos, including the influential Sackville, I'm Yours (1972), Hollywood and Vine (1977), and Bad Girls (1980), Campbell left an equally large impact through his advocacy. A dedicated teacher, he played an active role in the artist-run center movement and established Canada's largest video art distributor, Vtape. Collecting Campbell's scripts, articles, artist's books, and fiction for the first time, More Voice-Over reveals the witty and playful mind behind the camera. Exploring sexuality, gender, the AIDS crisis, public arts policy, and more, these texts shed new light on Colin Campbell's place at the center of video art's rise.