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    Journal: IBM Journal of Research and Development

    Volume 61, Issue 6

    1 -- 0Y. Tao, D. Bhattacharjya, Aliza R. Heching, A. Vempaty, Moninder Singh, F. Lam, Jan Houdek, M. Abubakar, Abdulwahab Alharbi, T. Braimoh, N. Ihebuzor, Aleksandra Mojsilovic, Kush R. Varshney. Effectiveness of peer detailing in a diarrhea program in Nigeria
    1 -- 4Aleksandra Mojsilovic, Kush R. Varshney. Preface: Data Science for Social Good
    2 -- 0L. L. Chen, J. Xu, Qunhui Zhang, Q. H. Wang, Y. Q. Xue, C. R. Ren. Evaluating impact of air pollution on different diseases in Shenzhen, China
    3 -- 0Fei Fang, Thanh Hong Nguyen, Arunesh Sinha, Shahrzad Gholami, Andrew J. Plumptre, Lucas Joppa, Milind Tambe, Margaret Driciru, Fred Wanyama, Aggrey Rwetsiba, Rob Critchlow, Colin M. Beale. Predicting poaching for wildlife Protection
    4 -- 0Amulya Yadav, Hau Chan, Albert Xin Jiang, Haifend Xu, Eric Rice, Robin Petering, Miland Tambe. Using social networks to raise HIV awareness among homeless youth
    5 -- 0B. Goudey, R. I. Hickson, C. K. H. Hettiarachchige, M. Pore, C. Reeves, O. J. Smith, A. Swan. A framework for optimal health worker allocation in under-resourced regions
    6 -- 0H. Lamba, M. E. Helander, Moninder Singh, N. Lethif, Achyutram Bhamidipaty, S. A. Baset, Aleksandra Mojsilovic, Kush R. Varshney. Understanding the ecospace of philanthropic projects
    7 -- 0Kien Pham, Prasanna Sattigeri, A. Dhurandhar, A. C. Jacob, M. Vukovic, P. Chataigner, Juliana Freire, Aleksandra Mojsilovic, Kush R. Varshney. Real-time understanding of humanitarian crises via targeted information retrieval
    8 -- 0Wanita Sherchan, Shaila Pervin, Christopher J. Butler, Jennifer C. Lai, Lida Ghahremanloo, B. Han. Harnessing Twitter and Instagram for disaster management
    9 -- 0E. Patterson, R. McBurney, H. Schmidt, I. Baldini, Aleksandra Mojsilovic, Kush R. Varshney. Dataflow representation of data analyses: Toward a platform for collaborative data science
    10 -- 0N. Bolten, S. Mukherjee, V. Sipeeva, A. Tanweer, A. Caspi. A pedestrian-centered data approach for equitable access to urban infrastructure environments
    11 -- 0Caitlin Kuhlman, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Aurelie C. Lozano, Lei Cao, C. Reddy, Aleksandra Mojsilovic, Kush R. Varshney. How to foster innovation: A data-driven approach to measuring economic competitiveness
    12 -- 0Mattia Zeni, Komminist Weldemariam. Extracting information from newspaper archives in Africa

    Volume 61, Issue 4

    1 -- 0George Saon, Michael Picheny. Recent advances in conversational speech recognition using convolutional and recurrent neural networks
    2 -- 0Kartik Audhkhasi, Andrew Rosenberg, George Saon, Abhinav Sethy, Bhuvana Ramabhadran, Stanley F. Chen, Michael Picheny. Recent progress in deep end-to-end models for spoken language processing
    3 -- 0Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg. Analysis of sentence embedding models using prediction tasks in natural language processing
    4 -- 0B. Bhattacharjee, Matthew L. Hill, H. Wu, P. S. Chandakkar, John R. Smith, M. N. Wegman. Distributed learning of deep feature embeddings for visual recognition tasks
    5 -- 0Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David Gutman, Brian Helba, Alan Halpern, John R. Smith. Deep learning ensembles for melanoma recognition in dermoscopy images
    6 -- 0Behzad Bozorgtabar, Suman Sedai, Pallab Kanti Roy, Rahil Garnavi. Skin lesion segmentation using deep convolution networks guided by local unsupervised learning
    7 -- 0R. Nair, S. Gupta. Wildfire: Approximate synchronization of parameters in distributed deep learning
    8 -- 0Takayuki Osogami, Sakyasingha Dasgupta. Learning the values of the hyperparameters of a dynamic Boltzmann machine
    9 -- 0Gonzalo I. Diaz, Achille Fokoue-Nkoutche, Giacomo Nannicini, Horst Samulowitz. An effective algorithm for hyperparameter optimization of neural networks
    10 -- 0Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi, Parijat Dube, Ben Herta, Vatche Ishakian, K. R. Jayaram, Rania Khalaf, Avesh Krishna, Y. B. Li, Vinod Muthusamy, Ruchir Puri, Yufei Ren, Florian Rosenberg, Seetharami R. Seelam, Yi Wang, J. M. Zhang, L. Zhang. IBM Deep Learning Service
    11 -- 0Pritish Narayanan, Alessandro Fumarola, Lucas L. Sanches, Kohji Hosokawa, S. C. Lewis, Robert M. Shelby, Geoffrey W. Burr. Toward on-chip acceleration of the backpropagation algorithm using nonvolatile memory
    12 -- 0Michael Gschwind, Tim Kaldewey, David K. Tam. Optimizing the efficiency of deep learning through accelerator virtualization
    13 -- 0Matthew M. Ziegler, Ramon Bertran Monfort, Alper Buyuktosunoglu, Pradip Bose. Machine learning techniques for taming the complexity of modern hardware design
    14 -- 0Raimo Bakis, Daniel P. Connors, Parijat Dube, Pavan Kapanipathi, Abhishek Kumar, Dmitry Malioutov, Chitra Venkatramani. Performance of natural language classifiers in a question-answering system
    15 -- 0Aaron K. Baughman, Steven Hammer, David Provan. Using language models for improving speech recognition for U.S. Open Tennis Championships

    Volume 61, Issue 2/3

    1 -- 0Guillermo A. Cecchi, Viatcheslav Gurev, Steve Heisig, Raquel Norel, Irina Rish, Samantha R. Schrecke. Computing the structure of language for neuropsychiatric evaluation
    2 -- 0Elizabeth Webster, Noi Sukaviriya, Hung-Yang Chang, James Kozloski. Predicting cognitive states from wearable recordings of autonomic function
    3 -- 0Irina Rish, Guillermo A. Cecchi. Holographic brain: Distributed versus local activation patterns in fMRI
    4 -- 0Pablo Polosecki, Eduardo Castro, Andrew Wood, John H. Warner, Irina Rish, Guillermo A. Cecchi. Computational psychiatry: Advancing predictive modeling of neurodegeneration with neuroimaging of Huntington's disease
    5 -- 0Iulia-Alexandra Lungu, Alexa Riehle, Martin P. Nawrot, Michael Schmuker. Predicting voluntary movements from motor cortical activity with neuromorphic hardware
    6 -- 0Salvador Dura-Bernal, Samuel A. Neymotin, Cliff C. Kerr, Subhashini Sivagnanam, Amit Majumdar, Joseph T. Francis, William W. Lytton. Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis
    7 -- 0Benjamin S. Mashford, Antonio Jimeno-Yepes, Isabell Kiral-Kornek, Jianbin Tang, Stefan Harrer. Neural-network-based analysis of EEG data using the neuromorphic TrueNorth chip for brain-machine interfaces
    8 -- 0Pascal Nieters, Johannes Leugering, Gordon Pipa. Neuromorphic computation in multi-delay coupled models
    9 -- 0Jordi-Ysard Puigbò Llobet, M. A. Gonzalez-Ballester, Paul F. M. J. Verschure. Modeling the neural substrates of learning through conditioning: A two-phased model
    10 -- 0Jiapan Guo, Chenyu Shi, George Azzopardi, Nicolai Petkov. Inhibition-augmented COSFIRE model of shape-selective neurons
    11 -- 0Tuan M. Hoang Trong, Sarah E. Motley, John Wagner, Robert R. Kerr, James Kozloski. Dendritic spines modify action potential back-propagation in a multicompartment neuronal model

    Volume 61, Issue 1

    1 -- 0Lorraine M. Herger, William J. Rippon, C. A. Fonseca, W. Pointer, Brian M. Belgodere, W. H. Cornejo, M. J. Frissora. End-to-end service data analysis: Efficiencies achieved across the enterprise
    2 -- 0Venkatraman Ramakrishna, Nitendra Rajput, Sougata Mukherjea, Kuntal Dey. A platform for end-to-end mobile application infrastructure analytics using system log correlation
    3 -- 0Yu Deng, Kaoutar El Maghraoui, T. D. Griffin, V. Agarwal, S. G. Tamilselvam, R. D. Sharnagat, T. H. Alexander, N. E. Gómez, C. M. Cramer, A. Bivens, Divyesh Jadav, Z. M. Valli-Hasham, K. Wahlmeier. Advanced search system for IT support services
    4 -- 0Shivali Agarwal, Vishalaksh Aggarwal, Arjun R. Akula, Gargi Banerjee Dasgupta, Giriprasad Sridhara. Automatic problem extraction and analysis from unstructured text in IT tickets
    5 -- 0K. Ponnalagu. Ontology-driven root-cause analytics for user-reported symptoms in managed IT systems
    6 -- 0F. J. Meng, Mark N. Wegman, J. M. Xu, X. Zhang, P. Chen, G. Chafle. IT troubleshooting with drift analysis in the DevOps era
    7 -- 0Pankaj Dhoolia, P. Chugh, P. Costa, Neelamadhav Gantayat, M. Gupta, N. Kambhatla, R. Kumar, S. Mani, P. Mitra, C. Rogerson, M. Saxena. A cognitive system for business and technical support: A case study
    8 -- 0S. Sarkar, B. Tak. Entity search techniques for expediting entitlement resolution in technology support services
    9 -- 0Ioana Giurgiu, Dorothea Wiesmann, Jasmina Bogojeska, David Lanyi, George Stark, R. B. Wallace, M. M. Pereira, A. A. Hidalgo. On the adoption and impact of predictive analytics for server incident reduction
    10 -- 0Eric Butler, T. D. Griffin, Divyesh Jadav, H. P. Petersen, A. A. Barabas. Enterprise storage software lifecycle management system
    11 -- 0J. Wang, C. Li, S. Han, S. Sarkar, X. Zhou. Predictive maintenance based on event-log analysis: A case study
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