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MOD | /HOME/TODD
3 Pin to 2 x 3 Pin Computer Case Fan Y-Splitter Power Connector Adapter Cable. The steps are simple: Remove the four Torx screws from one end of the unit. Slide off the casing. Disconnect the exhaust fan from the 3-pin connector (located in the middle of the unit’s mainboard). Remove the four Torx screws from the opposite end of theunit.
MAPPING CAPS LOCK TO CONTROL WITHOUT ADMIN ACCESS Somewhere along the line, I picked up the habit of mapping the otherwise utterly useless caps lock key to act as another control key. If you’re an Emacs user, this is sort of critical to avoid the wrist strain of constant pinky-stretches to the lower-left corner of thekeyboard.
PRINCIPLES OF EXPLANATORY DEBUGGING TO PERSONALIZE Principles of Explanatory Debugging to Personalize Interactive Machine Learning Todd Kulesza1 Margaret Burnett1 Weng-Keen Wong1 Simone Stumpf2 1Oregon State University School of EECS Corvallis, Oregon 2City University London Centre for HCI Design ICLOUD AND OUTLOOK: INSTALLATION ORDER MATTERS! What the hell does that mean? Turns out, it means that you shouldn’t install Outlook after iCloud; you need to install Microsoft Office first. Uninstalling and then re-installing iCloud fixed the problem. Now I’ve got my calendar, contacts, and e-mail all showing up nicely in Outlook. Which would be awesome, except—it’s still Outlook. YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
SNEEZE CAT - MEME CATS - DROPLINE.NET Error: No kitty specified. Meme Cats © 2007 Todd Kulesza.All photos their respective owners. TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users MAKING THE APPLE KEYBOARD PLAY NICE WITH After a long, long love affair with Logitech, I’ve finally finished a slow migration toward Apple’s input devices. Their aluminum keyboard took some getting used, but once I’d grown accustomed to it on my Macbook, I decided to get one for my Windows 7 desktop. It seemed like everything was working perfectly until I pressed the mute button; nothing happened. TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1). /HOME/TODD | MUSINGS, MUSIC, FOOD, AND PHOTOGRAPHY /home/todd Musings, music, food, and photography Main menu. Skip to primary content. Skip to secondary contentMOD | /HOME/TODD
3 Pin to 2 x 3 Pin Computer Case Fan Y-Splitter Power Connector Adapter Cable. The steps are simple: Remove the four Torx screws from one end of the unit. Slide off the casing. Disconnect the exhaust fan from the 3-pin connector (located in the middle of the unit’s mainboard). Remove the four Torx screws from the opposite end of theunit.
MAPPING CAPS LOCK TO CONTROL WITHOUT ADMIN ACCESS Somewhere along the line, I picked up the habit of mapping the otherwise utterly useless caps lock key to act as another control key. If you’re an Emacs user, this is sort of critical to avoid the wrist strain of constant pinky-stretches to the lower-left corner of thekeyboard.
PRINCIPLES OF EXPLANATORY DEBUGGING TO PERSONALIZE Principles of Explanatory Debugging to Personalize Interactive Machine Learning Todd Kulesza1 Margaret Burnett1 Weng-Keen Wong1 Simone Stumpf2 1Oregon State University School of EECS Corvallis, Oregon 2City University London Centre for HCI Design ICLOUD AND OUTLOOK: INSTALLATION ORDER MATTERS! What the hell does that mean? Turns out, it means that you shouldn’t install Outlook after iCloud; you need to install Microsoft Office first. Uninstalling and then re-installing iCloud fixed the problem. Now I’ve got my calendar, contacts, and e-mail all showing up nicely in Outlook. Which would be awesome, except—it’s still Outlook. YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
SNEEZE CAT - MEME CATS - DROPLINE.NET Error: No kitty specified. Meme Cats © 2007 Todd Kulesza.All photos their respective owners. TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users MAKING THE APPLE KEYBOARD PLAY NICE WITH After a long, long love affair with Logitech, I’ve finally finished a slow migration toward Apple’s input devices. Their aluminum keyboard took some getting used, but once I’d grown accustomed to it on my Macbook, I decided to get one for my Windows 7 desktop. It seemed like everything was working perfectly until I pressed the mute button; nothing happened. TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1). RESEARCH | /HOME/TODD Making intelligent systems understandable and controllable by end users. Simone Stumpf, Weng-Keen Wong, Margaret Burnett, and Todd Kulesza. Second Workshop on Intelligibility and Control in Pervasive Computing, Newcastle, UK, June 2012. The role of explanations in assessing and correcting personalized intelligent agents.MOD | /HOME/TODD
Last week my Butterfly Lab Little Single (SC) Bitcoin miner finally arrived. The good: it works as advertised and mines Bitcoins at about 30 GH/sec. Setup was a breeze on Windows 8; plug in the miner, install the WinUSB driver using Zadig, startup cgminer, and away it goes.. Thebad: it
CHORDS | /HOME/TODD
Intro: C G Dm x2 Verse: C G Dm It's morning two and you haven't called me C G Dm It's like a thorn burning in my side C G Dm Open the blinds, but something is different, can't put my finger on it C G Dm The bright clean air makes me wanna hide Am G F 'Cause now, oh now, this is how it ends Am G F Based on promises that we'll still be friends TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1). YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
STATIC LINKING ON MAC OS X To restore your shared libraries, use the following command: $ ./hide-shared-libs.py -d /usr/local --restore. Of course, this assumes that you have static versions of all of the libraries you intend to link with. By default, not all software will install static libraries. I use Homebrew to build software on Mac OS X, and have needed to add TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users MINI-CROWDSOURCING END-USER ASSESSMENT OF INTELLIGENT Mini-Crowdsourcing End-User Assessment of Intelligent Assistants: A Cost-Benefit Study Amber Shinsel1, Todd Kulesza1, Margaret Burnett1, William Curran1, Alex Groce1, Simone Stumpf2, Weng-Keen Wong1 1Oregon State University Corvallis, U.S.A. {shinsela, kuleszto, burnett, alex, TOWARDS RECOGNIZING “COOL”: CAN END USERS HELP COMPUTER Towards Recognizing “Cool”: Can End Users Help Computer Vision Recognize Subjective Attributes of Objects in Images? William Curran1, Travis Moore1, Todd Kulesza1, Weng-Keen Wong1, Sinisa Todorovic1, Simone Stumpf2, Rachel White1, and Margaret Burnett1 1Oregon State University, School of EECS Corvallis, OR 97331, USA 3+' ) /*-4 ! 0##%)# 0++*-/%)# ) .!- ! 0 3+' ) /*-4 ! 0##%)# 0++*-/%)# ) .!- ! 0##%)# *" $%)! ! -)! -*#- (. .d99 %ja:ho6 ->bdc: -ijbe; '6g8=: .g6k>h 'ddg: #6c )7:ghi RESEARCH | /HOME/TODD /HOME/TODD | MUSINGS, MUSIC, FOOD, AND PHOTOGRAPHY /home/todd Musings, music, food, and photography Main menu. Skip to primary content. Skip to secondary contentMOD | /HOME/TODD
3 Pin to 2 x 3 Pin Computer Case Fan Y-Splitter Power Connector Adapter Cable. The steps are simple: Remove the four Torx screws from one end of the unit. Slide off the casing. Disconnect the exhaust fan from the 3-pin connector (located in the middle of the unit’s mainboard). Remove the four Torx screws from the opposite end of theunit.
MAPPING CAPS LOCK TO CONTROL WITHOUT ADMIN ACCESS Somewhere along the line, I picked up the habit of mapping the otherwise utterly useless caps lock key to act as another control key. If you’re an Emacs user, this is sort of critical to avoid the wrist strain of constant pinky-stretches to the lower-left corner of thekeyboard.
PRINCIPLES OF EXPLANATORY DEBUGGING TO PERSONALIZE Principles of Explanatory Debugging to Personalize Interactive Machine Learning Todd Kulesza1 Margaret Burnett1 Weng-Keen Wong1 Simone Stumpf2 1Oregon State University School of EECS Corvallis, Oregon 2City University London Centre for HCI Design ICLOUD AND OUTLOOK: INSTALLATION ORDER MATTERS! What the hell does that mean? Turns out, it means that you shouldn’t install Outlook after iCloud; you need to install Microsoft Office first. Uninstalling and then re-installing iCloud fixed the problem. Now I’ve got my calendar, contacts, and e-mail all showing up nicely in Outlook. Which would be awesome, except—it’s still Outlook. YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
WHY-ORIENTED END-USER DEBUGGING OF NAIVE BAYES TEXT 2 Why-Oriented End-User Debugging of Naive Bayes Text Classification TODD KULESZA, Oregon State University SIMONE STUMPF, City University London WENG-KEEN WONG, MARGARET M. BURNETT, and STEPHEN PERONA, Oregon State University ANDREW KO, University of Washington IAN OBERST, Oregon State University Machine learning techniques are increasingly used in intelligent assistants, that is, TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1). RESEARCH | /HOME/TODD /HOME/TODD | MUSINGS, MUSIC, FOOD, AND PHOTOGRAPHY /home/todd Musings, music, food, and photography Main menu. Skip to primary content. Skip to secondary contentMOD | /HOME/TODD
3 Pin to 2 x 3 Pin Computer Case Fan Y-Splitter Power Connector Adapter Cable. The steps are simple: Remove the four Torx screws from one end of the unit. Slide off the casing. Disconnect the exhaust fan from the 3-pin connector (located in the middle of the unit’s mainboard). Remove the four Torx screws from the opposite end of theunit.
MAPPING CAPS LOCK TO CONTROL WITHOUT ADMIN ACCESS Somewhere along the line, I picked up the habit of mapping the otherwise utterly useless caps lock key to act as another control key. If you’re an Emacs user, this is sort of critical to avoid the wrist strain of constant pinky-stretches to the lower-left corner of thekeyboard.
PRINCIPLES OF EXPLANATORY DEBUGGING TO PERSONALIZE Principles of Explanatory Debugging to Personalize Interactive Machine Learning Todd Kulesza1 Margaret Burnett1 Weng-Keen Wong1 Simone Stumpf2 1Oregon State University School of EECS Corvallis, Oregon 2City University London Centre for HCI Design ICLOUD AND OUTLOOK: INSTALLATION ORDER MATTERS! What the hell does that mean? Turns out, it means that you shouldn’t install Outlook after iCloud; you need to install Microsoft Office first. Uninstalling and then re-installing iCloud fixed the problem. Now I’ve got my calendar, contacts, and e-mail all showing up nicely in Outlook. Which would be awesome, except—it’s still Outlook. YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
WHY-ORIENTED END-USER DEBUGGING OF NAIVE BAYES TEXT 2 Why-Oriented End-User Debugging of Naive Bayes Text Classification TODD KULESZA, Oregon State University SIMONE STUMPF, City University London WENG-KEEN WONG, MARGARET M. BURNETT, and STEPHEN PERONA, Oregon State University ANDREW KO, University of Washington IAN OBERST, Oregon State University Machine learning techniques are increasingly used in intelligent assistants, that is, TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1). TECHNOLOGY | /HOME/TODD Last week my Butterfly Lab Little Single (SC) Bitcoin miner finally arrived. The good: it works as advertised and mines Bitcoins at about 30 GH/sec. Setup was a breeze on Windows 8; plug in the miner, install the WinUSB driver using Zadig, startup cgminer, and away it goes.. Thebad: it
MOD | /HOME/TODD
Last week my Butterfly Lab Little Single (SC) Bitcoin miner finally arrived. The good: it works as advertised and mines Bitcoins at about 30 GH/sec. Setup was a breeze on Windows 8; plug in the miner, install the WinUSB driver using Zadig, startup cgminer, and away it goes.. Thebad: it
CHORDS | /HOME/TODD
Intro: C G Dm x2 Verse: C G Dm It's morning two and you haven't called me C G Dm It's like a thorn burning in my side C G Dm Open the blinds, but something is different, can't put my finger on it C G Dm The bright clean air makes me wanna hide Am G F 'Cause now, oh now, this is how it ends Am G F Based on promises that we'll still be friends YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1). TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users STATIC LINKING ON MAC OS X To restore your shared libraries, use the following command: $ ./hide-shared-libs.py -d /usr/local --restore. Of course, this assumes that you have static versions of all of the libraries you intend to link with. By default, not all software will install static libraries. I use Homebrew to build software on Mac OS X, and have needed to add MINI-CROWDSOURCING END-USER ASSESSMENT OF INTELLIGENT Mini-Crowdsourcing End-User Assessment of Intelligent Assistants: A Cost-Benefit Study Amber Shinsel1, Todd Kulesza1, Margaret Burnett1, William Curran1, Alex Groce1, Simone Stumpf2, Weng-Keen Wong1 1Oregon State University Corvallis, U.S.A. {shinsela, kuleszto, burnett, alex, TOWARDS RECOGNIZING “COOL”: CAN END USERS HELP COMPUTER Towards Recognizing “Cool”: Can End Users Help Computer Vision Recognize Subjective Attributes of Objects in Images? William Curran1, Travis Moore1, Todd Kulesza1, Weng-Keen Wong1, Sinisa Todorovic1, Simone Stumpf2, Rachel White1, and Margaret Burnett1 1Oregon State University, School of EECS Corvallis, OR 97331, USA MAKING THE APPLE KEYBOARD PLAY NICE WITH After a long, long love affair with Logitech, I’ve finally finished a slow migration toward Apple’s input devices. Their aluminum keyboard took some getting used, but once I’d grown accustomed to it on my Macbook, I decided to get one for my Windows 7 desktop. It seemed like everything was working perfectly until I pressed the mute button; nothing happened. /HOME/TODD | MUSINGS, MUSIC, FOOD, AND PHOTOGRAPHY /home/todd Musings, music, food, and photography Main menu. Skip to primary content. Skip to secondary contentDRIVER | /HOME/TODD
Open Windows Explorer, right-click on your DVD drive, and select Open from the menu. Navigate to the Boot CampDriversApple folder. Copy BootCamp.msi (or BootCamp64.msi for x64 systems) to your desktop. Copy AppleKeyboardInstaller.exe (or x64/AppleKeyboardInstaller64.exe for x64 systems) to your desktop. Use a tool such as 7-zip to extract theMOD | /HOME/TODD
3 Pin to 2 x 3 Pin Computer Case Fan Y-Splitter Power Connector Adapter Cable. The steps are simple: Remove the four Torx screws from one end of the unit. Slide off the casing. Disconnect the exhaust fan from the 3-pin connector (located in the middle of the unit’s mainboard). Remove the four Torx screws from the opposite end of theunit.
MAPPING CAPS LOCK TO CONTROL WITHOUT ADMIN ACCESS Somewhere along the line, I picked up the habit of mapping the otherwise utterly useless caps lock key to act as another control key. If you’re an Emacs user, this is sort of critical to avoid the wrist strain of constant pinky-stretches to the lower-left corner of thekeyboard.
PRINCIPLES OF EXPLANATORY DEBUGGING TO PERSONALIZE Principles of Explanatory Debugging to Personalize Interactive Machine Learning Todd Kulesza1 Margaret Burnett1 Weng-Keen Wong1 Simone Stumpf2 1Oregon State University School of EECS Corvallis, Oregon 2City University London Centre for HCI Design ICLOUD AND OUTLOOK: INSTALLATION ORDER MATTERS! What the hell does that mean? Turns out, it means that you shouldn’t install Outlook after iCloud; you need to install Microsoft Office first. Uninstalling and then re-installing iCloud fixed the problem. Now I’ve got my calendar, contacts, and e-mail all showing up nicely in Outlook. Which would be awesome, except—it’s still Outlook. YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
WHY-ORIENTED END-USER DEBUGGING OF NAIVE BAYES TEXT 2 Why-Oriented End-User Debugging of Naive Bayes Text Classification TODD KULESZA, Oregon State University SIMONE STUMPF, City University London WENG-KEEN WONG, MARGARET M. BURNETT, and STEPHEN PERONA, Oregon State University ANDREW KO, University of Washington IAN OBERST, Oregon State University Machine learning techniques are increasingly used in intelligent assistants, that is, TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1). /HOME/TODD | MUSINGS, MUSIC, FOOD, AND PHOTOGRAPHY /home/todd Musings, music, food, and photography Main menu. Skip to primary content. Skip to secondary contentDRIVER | /HOME/TODD
Open Windows Explorer, right-click on your DVD drive, and select Open from the menu. Navigate to the Boot CampDriversApple folder. Copy BootCamp.msi (or BootCamp64.msi for x64 systems) to your desktop. Copy AppleKeyboardInstaller.exe (or x64/AppleKeyboardInstaller64.exe for x64 systems) to your desktop. Use a tool such as 7-zip to extract theMOD | /HOME/TODD
3 Pin to 2 x 3 Pin Computer Case Fan Y-Splitter Power Connector Adapter Cable. The steps are simple: Remove the four Torx screws from one end of the unit. Slide off the casing. Disconnect the exhaust fan from the 3-pin connector (located in the middle of the unit’s mainboard). Remove the four Torx screws from the opposite end of theunit.
MAPPING CAPS LOCK TO CONTROL WITHOUT ADMIN ACCESS Somewhere along the line, I picked up the habit of mapping the otherwise utterly useless caps lock key to act as another control key. If you’re an Emacs user, this is sort of critical to avoid the wrist strain of constant pinky-stretches to the lower-left corner of thekeyboard.
PRINCIPLES OF EXPLANATORY DEBUGGING TO PERSONALIZE Principles of Explanatory Debugging to Personalize Interactive Machine Learning Todd Kulesza1 Margaret Burnett1 Weng-Keen Wong1 Simone Stumpf2 1Oregon State University School of EECS Corvallis, Oregon 2City University London Centre for HCI Design ICLOUD AND OUTLOOK: INSTALLATION ORDER MATTERS! What the hell does that mean? Turns out, it means that you shouldn’t install Outlook after iCloud; you need to install Microsoft Office first. Uninstalling and then re-installing iCloud fixed the problem. Now I’ve got my calendar, contacts, and e-mail all showing up nicely in Outlook. Which would be awesome, except—it’s still Outlook. YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
WHY-ORIENTED END-USER DEBUGGING OF NAIVE BAYES TEXT 2 Why-Oriented End-User Debugging of Naive Bayes Text Classification TODD KULESZA, Oregon State University SIMONE STUMPF, City University London WENG-KEEN WONG, MARGARET M. BURNETT, and STEPHEN PERONA, Oregon State University ANDREW KO, University of Washington IAN OBERST, Oregon State University Machine learning techniques are increasingly used in intelligent assistants, that is, TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1).DRIVER | /HOME/TODD
Open Windows Explorer, right-click on your DVD drive, and select Open from the menu. Navigate to the Boot CampDriversApple folder. Copy BootCamp.msi (or BootCamp64.msi for x64 systems) to your desktop. Copy AppleKeyboardInstaller.exe (or x64/AppleKeyboardInstaller64.exe for x64 systems) to your desktop. Use a tool such as 7-zip to extract theMOD | /HOME/TODD
Last week my Butterfly Lab Little Single (SC) Bitcoin miner finally arrived. The good: it works as advertised and mines Bitcoins at about 30 GH/sec. Setup was a breeze on Windows 8; plug in the miner, install the WinUSB driver using Zadig, startup cgminer, and away it goes.. Thebad: it
YOU ARE THE ONLY POSSIBLE ORACLE: EFFECTIVE TEST SELECTION 1 You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems Alex Groce, ToddKulesza, Chaoqiang
TELL ME MORE? THE EFFECTS OF MENTAL MODEL SOUNDNESS ON rating scale common to many media recommenders, as well as by talking about the song’s attributes (e.g., “This song is too mellow, play something more energetic”, Figure 1). TOO MUCH, TOO LITTLE, OR JUST RIGHT? WAYS EXPLANATIONS 2012 via the Last.fm API1.We identified the 50 most-played artists for each of these listeners during this time period, and then used the Mahout framework2 to build a k-nearest- neighborhood (k=15), where distance between Last.fm users STATIC LINKING ON MAC OS X To restore your shared libraries, use the following command: $ ./hide-shared-libs.py -d /usr/local --restore. Of course, this assumes that you have static versions of all of the libraries you intend to link with. By default, not all software will install static libraries. I use Homebrew to build software on Mac OS X, and have needed to add WHERE ARE MY INTELLIGENT ASSISTANT’S MISTAKES? A 172 T. Kulesza et al. . In addition to Klann et al.’s arguments, there are at least three reasons why end-user assessment of today’s customized assistants has become of key importance. MINI-CROWDSOURCING END-USER ASSESSMENT OF INTELLIGENT Mini-Crowdsourcing End-User Assessment of Intelligent Assistants: A Cost-Benefit Study Amber Shinsel1, Todd Kulesza1, Margaret Burnett1, William Curran1, Alex Groce1, Simone Stumpf2, Weng-Keen Wong1 1Oregon State University Corvallis, U.S.A. {shinsela, kuleszto, burnett, alex, TOWARDS RECOGNIZING “COOL”: CAN END USERS HELP COMPUTER Towards Recognizing “Cool”: Can End Users Help Computer Vision Recognize Subjective Attributes of Objects in Images? William Curran1, Travis Moore1, Todd Kulesza1, Weng-Keen Wong1, Sinisa Todorovic1, Simone Stumpf2, Rachel White1, and Margaret Burnett1 1Oregon State University, School of EECS Corvallis, OR 97331, USA MAKING THE APPLE KEYBOARD PLAY NICE WITH After a long, long love affair with Logitech, I’ve finally finished a slow migration toward Apple’s input devices. Their aluminum keyboard took some getting used, but once I’d grown accustomed to it on my Macbook, I decided to get one for my Windows 7 desktop. It seemed like everything was working perfectly until I pressed the mute button; nothing happened./HOME/TODD
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