||Best Reviews | Notable Books & Articles | "Best of" Archive
Computing Reviews is happy to bring you the 21st annual list of notable items published in computing—this time for 2016. We reached out to many in the computing community for nominations: our reviewers, CR category editors, the editors in chief of journals we cover, and computer scientists in both industry and academia. In addition, we included proceedings papers that were recognized as “Best Papers” at their respective conferences, as well as the most downloaded journal papers from some of the top journals covered in CR.
You will find 231 items on our list, with numerous publishers represented. As we continue to improve our methods for collecting nominations and involve more of your peers in the computing community, we hope to bring you even more definitive lists in the coming years.
We welcome your feedback, and encourage you to email us with any questions (email@example.com).
All reviews with the symbol are freely available on the site. Download the full list as a PDF.
||Notable Books and Articles in Computing of 2016
A. General Literature
Calude C. The human face of computing (vol. 9). Imperial College Press.
Sedgewick R.; Wayne K. Computer science: an interdisciplinary approach. Addison-Wesley Professional.
Dan A.; Lam P.; Hoefler T.; Vechev M. Modeling and analysis of remote memory access programming. In Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA 2016), ACM, 2016, 129-144.
Haj-Yihia J.; Yasin A.; Asher Y.; Mendelson A. Fine-grain power breakdown of modern out-of-order cores and its implications on Skylake-based systems. ACM Transactions on Architecture and Code Optimization 13, 4 (October 2016), Article No. 56.
Wang, P.; McAllister, J. Streaming elements for FPGA signal and image processing accelerators. IEEE Transactions on Very Large Scale Integration (VLSI) Systems 24, 6 (June 2016), 2262-2274.
Xiao K.; Forte D.; Jin Y.; Karri R.; Bhunia S.; Tehranipoor M. Hardware trojans: lessons learned after one decade of research. ACM Transactions on Design Automation of Electronic Systems 22, 1 (May 2016), Article No. 6.
C. Computer Systems Organization
Agelastos A.; Allan B.; Brandt J.; Gentile A.; Lefantzi S.; Monk S.; Ogden J.; Rajan M.; Stevenson J. Continuous whole-system monitoring toward rapid understanding of production HPC applications and systems. Parallel Computing 58 (October 2016), 90-106.
Altmeyer S.; Douma R.; Lunniss W.; Davis R. On the effectiveness of cache partitioning in hard real-time systems. Real-Time Systems 52, 5 (September 2016), 598-643.
Álvarez C.; Ayguadé E.; Bosch J.; Bueno J.; Cherkashin A.; Filgueras A.; Jiménez-González D.; Martorell X.; Navarro N.; Vidal M.; Theodoropoulos D.; Pnevmatikatos D.; Catani D.; Oro D.; Fernández C.; Segura C.; Rodríguez J.; Hernando J.; Scordino C.; Gai P.; Passera P.; Pomella A.; Bettin N.; Rizzo A.; Giorgi R. The AXIOM software layers. Microprocessors & Microsystems 47, Part B, (November 2016), 262-277.
Balani N. Enterprise IoT: a definitive handbook. CreateSpace Independent Publishing Platform.
Bertino E.; Choo K.; Georgakopolous D.; Nepal S. Internet of Things (IoT): smart and secure service delivery. ACM Transactions on Internet Technology 16, 4 (December 2016), Article No. 22.
Bienkowski M.; Klonowski M.; Korzeniowski M.; Kowalski D. Randomized mutual exclusion on a multiple access channel. Distributed Computing 29, 5 (October 2016), 341-359.
Bregu E.; Casamassima N.; Cantoni D.; Mottola L.; Whitehouse K. Reactive control of autonomous drones. In Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys 2016), ACM, 2016, 207-219.
Chen M.; Qian Y.; Mao S.; Tang W.; Yang X. Software-defined mobile networks security. Mobile Networks and Applications 21, 5 (October 2016), 729-743.
Cho, S.; Julien, C. CHITCHAT: navigating tradeoffs in device-to-device context sharing. In Proc. of the IEEE International Conference on Pervasive Computing and Communications (PerCom 2016), IEEE, 2016, 1-10.
Coppola R.; Morisio M. Connected car: technologies, issues, future trends. ACM Computing Surveys 49, 3 (December 2016), Article No. 46.
Hayes T.; Ali F. Robust ad-hoc sensor routing (RASeR) protocol for mobile wireless sensor networks. Ad Hoc Networks 50 (November 2016), 128-144.
Huberman B.; Asur S. BidPacket: trading bandwidth in public spaces. Netnomics 17, 3 (November 2016), 223-232.
Kellogg B.; Talla V.; Gollakota S.; Smith J. Passive Wi-Fi: bringing low power to Wi-Fi transmissions. In Proceedings of the 13th Usenix Conference on Networked Systems Design and Implementation (NSDI 2016), USENIX Association, 2016, 151-164.
Kumar S.; Hegde R. Multi-sensor data fusion methods for indoor localization under collinear ambiguity. Pervasive and Mobile Computing 30 (August 2016), 18-31.
Kurek T.; Niemiec M.; Lason A. Taking back control of privacy: a novel framework for preserving cloud-based firewall policy confidentiality. International Journal of Information Security 15, 3 (June 2016), 235-250.
Lenzen C.; Wattenhofer R. Tight bounds for parallel randomized load balancing. Distributed Computing 29, 2 (April 2016), 127-142.
Limoncelli T. Are you load balancing wrong?. Queue 14, 6 (December 2016), 5-13.
Lo D.; Cheng L.; Govindaraju R.; Ranganathan P.; Kozyrakis C. Improving resource efficiency at scale with Heracles. ACM Transactions on Computer Systems 34, 2 (April 2016), Article No. 6.
Lv Y.; Moscibroda T. Fair and resilient incentive tree mechanisms. Distributed Computing 29, 1 (February 2016), 1-16.
Mahmood Z. Connectivity frameworks for smart devices: the Internet of Things from a distributed computing perspective. Springer International Publishing.
Midi D.; Sultana S.; Bertino E. A system for response and prevention of security incidents in wireless sensor networks. ACM Transactions on Sensor Networks 13, 1 (December 2016), Article No. 1.
Rehman, Z.; Hussain, O. K.; Hussain, F. K.; Chang, E.; Dillon, T. User-side QoS forecasting and management of cloud services. World Wide Web 18, 6 (Nov. 2015), 1677-1716.
Sheth A. Internet of Things to smart IoT through semantic, cognitive, and perceptual computing. IEEE Intelligent Systems 31, 2 (March 2016), 108-112.
Singh S.; Chana I. A survey on resource scheduling in cloud computing: issues and challenges. Journal of Grid Computing 14, 2 (June 2016), 217-264.
Wang H.; Rosa C.; Pedersen K. Dual connectivity for LTE-advanced heterogeneous networks. Wireless Networks 22, 4 (May 2016), 1315-1328.
Wang K.; Du M.; Yang D.; Zhu C.; Shen J.; Zhang Y. Game-theory-based active defense for intrusion detection in cyber-physical embedded systems. ACM Transactions on Embedded Computing Systems 16, 1 (October 2016), Article No. 18.
Yang, D.; Xue, G.; Fang, X.; Tang, J. Incentive mechanisms for crowdsensing: crowdsourcing with smartphones. IEEE/ACM Transactions on Networking 24, 3 (June 2016), 1732-1744.
Zhang B.; Ren K.; Xing G.; Fu X.; Wang C. SBVLC: secure barcode-based visible light communication for smartphones. IEEE Transactions on Mobile Computing 15, 2 (February 2016), 432-446.
Aiken P. EXPERIENCE: succeeding at data management--BigCo attempts to leverage data. Journal of Data and Information Quality 7, 1-2 (February 2016), Article No. 8.
Bersani M.; Bianculli D.; Ghezzi C.; Krstić S.; San Pietro P. Efficient large-scale trace checking using MapReduce. In Proceedings of the 38th International Conference on Software Engineering (ICSE 2016), ACM, 2016, 888-898.
Brockschmidt M.; Emmes F.; Falke S.; Fuhs C.; Giesl J. Analyzing runtime and size complexity of integer programs. ACM Transactions on Programming Languages and Systems 38, 4 (August 2016), Article No. 13.
Burns A. Why the expressive power of programming languages such as Ada is needed for future cyber physical systems. In Proceedings of the 21st Ada-Europe International Conference on Reliable Software Technologies (Ada-Europe 2016), Springer, 2016, 3-11.
Chapman K.; Hosking A.; Moss J. Hybrid STM/HTM for nested transactions on OpenJDK. In Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA 2016), ACM, 2016, 660-676.
Christakis M.; Müller P.; Wüstholz V. Guiding dynamic symbolic execution toward unverified program executions. In Proceedings of the 38th International Conference on Software Engineering (ICSE 2016), ACM, 2016, 144-155.
Ghani, N.; Nordvall Forsberg, F.; Simpson, A. Comprehensive parametric polymorphism: categorical models and type theory. In Proc. of the 19th International Conference on Foundations of Software Science and Computation Structures (FoSSaCS 2016), Springer, 2016, 3-19.
Gil, Y.; Levy, T. Formal language recognition with the Java type checker. In Proc. of the European Conference on Object-Oriented Programming (ECOOP 2016), Dagstuhl LIPIcs, 2016, 10:1-10:27.
Gousios G.; Storey M.; Bacchelli A. Work practices and challenges in pull-based development: the contributor’s perspective. In Proceedings of the 38th International Conference on Software Engineering (ICSE 2016), ACM, 2016, 285-296.
Hanappi O.; Hummer W.; Dustdar S. Asserting reliable convergence for configuration management scripts. In Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA 2016), ACM, 2016, 328-343.
Julian, D. Designing machine learning systems with Python: design efficient machine learning systems that give you more accurate results. Packt Publishing, 2016.
Krebbers R. A formal C memory model for separation logic. Journal of Automated Reasoning 57, 4 (December 2016), 319-387.
Largent, D. L. Measuring and understanding team development by capturing self-assessed enthusiasm and skill levels. ACM Transactions on Computing Education 16, 2 (Mar. 2016), Article No. 6.
Li, Y.; Tan, T.; Zhang, Y.; and Xue, J. Program tailoring: slicing by sequential criteria. In Proc. of the European Conference on Object-Oriented Programming (ECOOP 2016), Dagstuhl LIPIcs, 2016, 15:1-15:27.
Menendez D.; Nagarakatte S. Termination-checking for LLVM peephole optimizations. In Proceedings of the 38th International Conference on Software Engineering (ICSE 2016), ACM, 2016, 191-202.
Miné A.; Breck J.; Reps T. An algorithm inspired by constraint solvers to infer inductive invariants in numeric programs. In Proceedings of the 25th European Symposium on Programming Languages and Systems (ESOP 2016), Springer-Verlag New York, Inc., 2016, 560-588.
Ouni A.; Kessentini M.; Sahraoui H.; Inoue K.; Deb K. Multi-criteria code refactoring using search-based software engineering: an industrial case study. ACM Transactions on Software Engineering and Methodology 25, 3 (May 2016), Article No. 23.
Petricek T.; Guerra G.; Syme D. Types from data: making structured data first-class citizens in F#. In Proceedings of the 37th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2016), ACM, 2016, 477-490.
Potvin R.; Levenberg J. Why Google stores billions of lines of code in a single repository. Communications of the ACM 59, 7 (July 2016), 78-87.
Raschka S. Python machine learning. Packt Publishing.
Rizzi E.; Elbaum S.; Dwyer M. On the techniques we create, the tools we build, and their misalignments: a study of KLEE. In Proceedings of the 38th International Conference on Software Engineering (ICSE 2016), ACM, 2016, 132-143.
Rumpe B. Modeling with UML: language, concepts, methods. Springer International Publishing.
Song N.; Son Y.; Han H.; Yeom H. Efficient memory-mapped I/O on fast storage device. ACM Transactions on Storage 12, 4 (May 2016), Article No. 19.
Stefănescu A.; Park D.; Yuwen S.; Li Y.; Roşu G. Semantics-based program verifiers for all languages. In Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA 2016), ACM, 2016, 74-91.
Sutcliffe R.; Kowarsch B. Closing the barn door: re-prioritizing safety, security, and reliability. In Proceedings of the 21st Western Canadian Conference on Computing Education (WCCCE 2016), ACM, 2016, Article No. 1.
Swalens, J.; De Koster, J.; De Meuter, W. Transactional tasks: parallelism in software transactions. In Proc. of the European Conference on Object-Oriented Programming (ECOOP 2016), Dagstuhl LIPIcs, 2016, 23:1-23:28.
Tauber T.; Oliveira B. Modular architecture for code and metadata sharing. In Proceedings of the 15th International Conference on Modularity (MODULARITY 2016), ACM, 2016, 106-117.
Wang Y.; Oliveira B. The expression problem, trivially!. In Proceedings of the 15th International Conference on Modularity (MODULARITY 2016), ACM, 2016, 37-41.
Wong W.; Gao R.; Li Y.; Abreu R.; Wotawa F. A survey on software fault localization. IEEE Transactions on Software Engineering 42, 8 (August 2016), 707-740.
Ye X.; Shen H.; Ma X.; Bunescu R.; Liu C. From word embeddings to document similarities for improved information retrieval in software engineering. In Proceedings of the 38th International Conference on Software Engineering (ICSE 2016), ACM, 2016, 404-415.
Yu T.; Qu X.; Cohen M. VDTest: an automated framework to support testing for virtual devices. In Proceedings of the 38th International Conference on Software Engineering (ICSE 2016), ACM, 2016, 583-594.
Zhou H.; Xue J. Exploiting mixed SIMD parallelism by reducing data reorganization overhead. In Proceedings of the 2016 International Symposium on Code Generation and Optimization (CGO 2016), ACM, 2016, 59-69.
Beimel A.; Farràs O.; Mintz Y. Secret-sharing schemes for very dense graphs. Journal of Cryptology 29, 2 (April 2016), 336-362.
Mondelli M.; Hassani S.; Urbanke R. Unified scaling of polar codes: error exponent, scaling exponent, moderate deviations, and error floors. IEEE Transactions on Information Theory 62, 12 (December 2016), 6698-6712.
Yan H.; Liu C. Two classes of cyclic codes and their weight enumerator. Designs, Codes and Cryptography 81, 1 (October 2016), 1-9.
F. Theory Of Computation
Babai L. Graph isomorphism in quasipolynomial time [extended abstract]. In Proceedings of the 48th Annual ACM SIGACT Symposium on the Theory of Computing (STOC 2016), ACM, 2016, 684-697.
Börger E.; Schewe K. Concurrent abstract state machines. Acta Informatica 53, 5 (August 2016), 469-492.
Budig B.; Van Dijk T.; Wolff A. Matching labels and markers in historical maps: an algorithm with interactive postprocessing. ACM Transactions on Spatial Algorithms and Systems 2, 4 (November 2016), Article No. 13.
Chadha R.; Cheval V.; Ciobâcă S.; Kremer S. Automated verification of equivalence properties of cryptographic protocols. ACM Transactions on Computational Logic 17, 4 (September 2016), Article No. 23.
Coecke B.; Fritz T.; Spekkens R. A mathematical theory of resources. Information and Computation 250 (October 2016), 59-86.
Doczkal C.; Smolka G. Completeness and decidability results for CTL in constructive type theory. Journal of Automated Reasoning 56, 3 (March 2016), 343-365.
Fan S.; Zahedi S.; Lee B. The computational sprinting game. In Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2016), ACM, 2016, 561-575.
Fontes L.; Jain R.; Kerenidis I.; Laplante S.; Laurière M.; Roland J. Relative discrepancy does not separate information and communication complexity. ACM Transactions on Computation Theory 9, 1 (October 2016), Article No. 4.
Goldreich O.; Ron D. On sample-based testers. ACM Transactions on Computation Theory 8, 2 (April 2016), Article No. 7.
Hesselink W. Correctness and concurrent complexity of the black-white bakery algorithm. Formal Aspects of Computing 28, 2 (April 2016), 325-341.
Kärkkäinen J.; Kempa D.; Puglisi S. Lazy Lempel-Ziv factorization algorithms. Journal of Experimental Algorithmics 21 (January 2016), Article No. 2.4.
Meir O. Combinatorial PCPs with short proofs. Computational Complexity 25, 1 (March 2016), 1-102.
Raz, R. Fast learning requires good memory: a time-space lower bound for parity learning. In Proc. of the 57th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2016), IEEE, 2016, 266-275.
Rubistein, A. Settling the complexity of computing approximate two-player Nash equilibria. In Proc. of the 57th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2016), IEEE, 2016, 258-265.
Schmitz S. Complexity hierarchies beyond elementary. ACM Transactions on Computation Theory 8, 1 (February 2016), Article No. 3.
G. Mathematics Of Computing
Cao Y.; Cao Y.; Fu F. Cyclic codes over 𝔽2m [u]/⟨uk ⟩ of oddly even length. Applicable Algebra in Engineering, Communication and Computing 27, 4 (August 2016), 259-277.
Chattopadhyay E.; Zuckerman D. Explicit two-source extractors and resilient functions. In Proceedings of the 48th Annual ACM SIGACT Symposium on the Theory of Computing (STOC 2016), ACM, 2016, 670-683.
Chechik S.; Wulff-Nilsen C. Near-optimal light spanners. In Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2016), SIAM, 2016, 883-892.
Chonev V.; Ouaknine J.; Worrell J. On the complexity of the orbit problem. Journal of the ACM 63, 3 (June 2016), Article No. 23.
Clemens J.; Reineking T.; Kluth T. An evidential approach to SLAM, path planning, and active exploration. International Journal of Approximate Reasoning 73 (June 2016), 1-26.
Deng W.; Yin W. On the global and linear convergence of the generalized alternating direction method of multipliers. Journal of Scientific Computing 66, 3 (March 2016), 889-916.
Do S.; Ha Y.; Kang M.; Kim C. Application of a multi-dimensional limiting process to central-upwind schemes for solving hyperbolic systems of conservation laws. Journal of Scientific Computing 69, 1 (October 2016), 274-291.
Ghaffari M. An improved distributed algorithm for maximal independent set. In Proceedings of the Twenty-Seventh Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2016), SIAM, 2016, 270-277.
Keeling S.; Kunisch K. Robust ℓ1 approaches to computing the geometric median and principal and independent components. Journal of Mathematical Imaging and Vision 56, 1 (September 2016), 99-124.
Kitamura D.; Ono N.; Sawada H.; Kameoka H.; Saruwatari H. Determined blind source separation unifying independent vector analysis and nonnegative matrix factorization. IEEE/ACM Transactions on Audio, Speech and Language Processing 24, 9 (September 2016), 1622-1637.
Krenn D.; Wagner S. Compositions into powers of b: asymptotic enumeration and parameters. Algorithmica 75, 4 (August 2016), 606-631.
Kudekar S.; Kumar S.; Mondelli M.; Pfister H.; Şaşoğlu E.; Urbanke R. Reed-Muller codes achieve capacity on erasure channels. In Proceedings of the 48th Annual ACM SIGACT Symposium on the Theory of Computing (STOC 2016), ACM, 2016, 658-669.
Nakpim W. Third-order ordinary differential equations equivalent to linear second-order ordinary differential equations via tangent transformations. Journal of Symbolic Computation 77 (November 2016), 63-77.
Nikolaou N.; Edakunni N.; Kull M.; Flach P.; Brown G. Cost-sensitive boosting algorithms: Do we really need them?. Machine Learning 104, 2-3 (September 2016), 359-384.
Tierny J.; Carr H. Jacobi fiber surfaces for bivariate Reeb space computation. IEEE Transactions on Visualization and Computer Graphics 23, 1 (January 2017), 960-969.
Wang, M. Stochastic composition optimization: algorithms and sample complexities. In Proc. of the International Conference on Continuous Optimization (ICCOPT 2016), 2016.
Watrigant R.; Bougeret M.; Giroudeau R. Approximating the sparsest k-subgraph in chordal graphs. Theory of Computing Systems 58, 1 (January 2016), 111-132.
Yoshida Y. Nonlinear Laplacian for digraphs and its applications to network analysis. In Proceedings of the 9th ACM International Conference on Web Search and Data Mining (WSDM 2016), ACM, 2016, 483-492.
H. Information Systems
Alexiev V.; Isaac A.; Lindenthal J. On the composition of ISO 25964 hierarchical relations (BTG, BTP, BTI). International Journal on Digital Libraries 17, 1 (March 2016), 39-48.
Barowy D.; Curtsinger C.; Berger E.; McGregor A. AutoMan: a platform for integrating human-based and digital computation. Communications of the ACM 59, 6 (June 2016), 102-109.
Bota H.; Zhou K.; Jose J. Playing your cards right: the effect of entity cards on search behaviour and workload. In Proceedings of the 2016 ACM Conference on Human Information Interaction and Retrieval (CHIIR 2016), ACM, 2016, 131-140.
Campos G.; Zimek A.; Sander J.; Campello R.; Micenková B.; Schubert E.; Assent I.; Houle M. On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study. Data Mining and Knowledge Discovery 30, 4 (July 2016), 891-927.
Cecchinato M.; Sellen A.; Shokouhi M.; Smyth G. Finding email in a multi-account, multi-device world. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI 2016), ACM, 2016, 1200-1210.
Chakraborty T.; Srinivasan S.; Ganguly N.; Mukherjee A.; Bhowmick S. Permanence and community structure in complex networks. ACM Transactions on Knowledge Discovery from Data 11, 2 (November 2016), Article No. 14.
Chen C.; Zhu X.; Shen P.; Hu J.; Guo S.; Tari Z.; Zomaya A. An efficient privacy-preserving ranked keyword search method. IEEE Transactions on Parallel and Distributed Systems 27, 4 (April 2016), 951-963.
Chung C.; Dew K.; Cole A.; Zia J.; Fogarty J.; Kientz J.; Munson S. Boundary negotiating artifacts in personal informatics: patient-provider collaboration with patient-generated data. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW 2016), ACM, 2016, 770-786.
Costa J.; Adams A.; Jung M.; Guimbretière F.; Choudhury T. EmotionCheck: leveraging bodily signals and false feedback to regulate our emotions. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), ACM, 2016, 758-769.
Dementyev A.; Kao H.; Choi I.; Ajilo D.; Xu M.; Paradiso J.; Schmandt C.; Follmer S. Rovables: miniature on-body robots as mobile wearables. In Proceedings of the 29th Annual Symposium on User Interface Software and Technology (UIST 2016), ACM, 2016, 111-120.
Dignös A.; Böhlen M.; Gamper J.; Jensen C. Extending the kernel of a relational DBMS with comprehensive support for sequenced temporal queries. ACM Transactions on Database Systems 41, 4 (November 2016), Article No. 26.
Dombrowski L.; Harmon E.; Fox S. Social justice-oriented interaction design: outlining key design strategies and commitments. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (DIS 2016), ACM, 2016, 656-671.
ElSayed N.; Thomas B.; Marriott K.; Piantadosi J.; Smith R. Situated analytics. Journal of Visual Languages and Computing 36 (October 2016), 13-23.
Gotz D.; Sun S.; Cao N. Adaptive contextualization: combating bias during high-dimensional visualization and data selection. In Proceedings of the 21st International Conference on Intelligent User Interfaces (IUI 2016), ACM, 2016, 85-95.
H. Information Systems (Cont'd.)
Gröger, C.; Kassner, L.; Hoos, E.; Königsberger, J.; Kiefer, C.; Silcher, S.; and Mitschang, B. The data-driven factory: leveraging big industrial data for agile, learning and human-centric manufacturing. In Proc. of the 18th International Conference on Enterprise Information Systems, (ICEIS 2016) SCITEPRESS, 2016, 40-52.
Guo G.; Zhu F.; Chen E.; Liu Q.; Wu L.; Guan C. From footprint to evidence: an exploratory study of mining social data for credit scoring. ACM Transactions on the Web 10, 4 (November 2016), Article No. 22.
Hespanhol L. Interacting with laughter: a case study on audio-based interactivity of public projections. In Proceedings of the 28th Australian Conference on Computer-Human Interaction (OzCHI 2016), ACM, 2016, 205-214.
Hsieh G.; Kocielnik R. You get who you pay for: the impact of incentives on participation bias. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW 2016), ACM, 2016, 823-835.
Javornik A.; Rogers Y.; Moutinho A.; Freeman R. Revealing the shopper experience of using a "magic mirror" augmented reality make-up application. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (DIS 2016), ACM, 2016, 871-882.
Kamalzadeh M.; Kralj C.; Möller T.; Sedlmair M. TagFlip: active mobile music discovery with social tags. In Proceedings of the 21st International Conference on Intelligent User Interfaces (IUI 2016), ACM, 2016, 19-30.
Karana E.; Giaccardi E.; Stamhuis N.; Goossensen J. The tuning of materials: a designer’s journey. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (DIS 2016), ACM, 2016, 619-631.
Ko M.; Choi S.; Yatani K.; Lee U. Lock n’ LoL: group-based limiting assistance app to mitigate smartphone distractions in group activities. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI 2016), ACM, 2016, 998-1010.
Laput G.; Xiao R.; Harrison C. ViBand: High-Fidelity Bio-Acoustic Sensing Using Commodity Smartwatch Accelerometers. In Proceedings of the 29th Annual Symposium (User Interface Software and Technology), ACM, 2016, 321-333.
Le Goc M.; Kim L.; Parsaei A.; Fekete J.; Dragicevic P.; Follmer S. Zooids: building blocks for swarm user interfaces. In Proceedings of the 29th Annual Symposium on User Interface Software and Technology (UIST 2016), ACM, 2016, 97-109.
Leong J.; Parzer P.; Perteneder F.; Babic T.; Rendl C.; Vogl A.; Egger H.; Olwal A.; Haller M. proCover: Sensory Augmentation of Prosthetic Limbs Using Smart Textile Covers. In Proceedings of the 29th Annual Symposium (User Interface Software and Technology), ACM, 2016, 335-346.
Leskovec J.; Sosič R. SNAP: a general-purpose network analysis and graph-mining library. ACM Transactions on Intelligent Systems and Technology 8, 1 (July 2016), Article No. 1.
Li H.; Yang W.; Wang J.; Xu Y.; Huang L. WiFinger: talk to your smart devices with finger-grained gesture. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), ACM, 2016, 250-261.
Lien J.; Gillian N.; Karagozler M.; Amihood P.; Schwesig C.; Olson E.; Raja H.; Poupyrev I. Soli: ubiquitous gesture sensing with millimeter wave radar. ACM Transactions on Graphics 35, 4 (July 2016), Article No. 142.
Mason M. The MIT Museum Glassware prototype: visitor experience exploration for designing smart glasses. Journal on Computing and Cultural Heritage 9, 3 (September 2016), Article No. 12.
Mehrotra A.; Hendley R.; Musolesi M. PrefMiner: mining user’s preferences for intelligent mobile notification management. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), ACM, 2016, 1223-1234.
Moshfeghi Y.; Triantafillou P.; Pollick F. Understanding information need: an fMRI study. In Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), ACM, 2016, 335-344.
Mutlu B.; Veas E.; Trattner C. VizRec: recommending personalized visualizations. ACM Transactions on Interactive Intelligent Systems 6, 4 (November 2016), Article No. 31.
Napierala K.; Stefanowski J. Types of minority class examples and their influence on learning classifiers from imbalanced data. Journal of Intelligent Information Systems 46, 3 (June 2016), 563-597.
Nicolaescu, P.; Rosenstengel, M.; Derntl, M.; Klamma, R.; and Jarke, M. View-based near real-time collaborative modeling for information systems engineering. In Proc. of the 28th International Conference on Advanced Information Systems Engineering (CAiSE 2016), Springer, 2016, 3-17.
Polvi J.; Taketomi T.; Yamamoto G.; Dey A.; Sandor C.; Kato H. SlidAR. Computers and Graphics 55 (April 2016), 33-43.
Preist C.; Schien D.; Blevis E. Understanding and mitigating the effects of device and cloud service design decisions on the environmental footprint of digital infrastructure. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI 2016), ACM, 2016, 1324-1337.
Rameau, F.; Ha, H.; Joo, K.; Choi, J.; Park, K.; and Kweon, I. S. A real-time augmented reality system to see-through cars. IEEE Transactions on Visualization and Computer Graphics 22, 11 (Nov. 2016), 2395-2404.
Rawassizadeh R.; Momeni E.; Dobbins C.; Gharibshah J.; Pazzani M. Scalable daily human behavioral pattern mining from multivariate temporal data. IEEE Transactions on Knowledge and Data Engineering 28, 11 (November 2016), 3098-3112.
Ristoski P.; Paulheim H. Semantic web in data mining and knowledge discovery. Journal of Web Semantics 36 (January 2016), 1-22.
Rouhani B.; Mirhoseini A.; Songhori E.; Koushanfar F. Automated real-time analysis of streaming big and dense data on reconfigurable platforms. ACM Transactions on Reconfigurable Technology and Systems 10, 1 (September 2016), Article No. 8.
Saunders, J.; Syrdal, D. S.; Koay, K. L.; Burke, N.; and Dautenhahn, K. “Teach Me–Show Me”—end-user personalization of a smart home and companion robot. IEEE Transactions on Human-Machine Systems 46, 1 (Feb. 2016), 27-40.
Schneider B.; Sharma K.; Cuendet S.; Zufferey G.; Dillenbourg P.; Pea R. Using mobile eye-trackers to unpack the perceptual benefits of a tangible user interface for collaborative learning. ACM Transactions on Computer-Human Interaction 23, 6 (November 2016), Article No. 39.
Stonebraker, M. Big data is (at least) four different problems. YouTube, 01:02:35 published on June 2, 2016, stanfordonline, https://www.youtube.com/watch?v=S79-buNhdhI
Swiatek, P.; Juszczyszyn, K.; Kolaczek, G.; Brzostowski, K.; and Schauer, P. Processes’ optimization tools for web-service oriented organizations’ resources: an ehealth application. In Proc. of the 17th International Conference on E-health Networking, Application & Services (HealthCom 2016), IEEE, 2016, 222 - 226.
Trushkowsky B.; Kraska T.; Franklin M.; Sarkar P. Answering enumeration queries with the crowd. Communications of the ACM 59, 1 (January 2016), 118-127.
Tsai M.; Wang C.; Chien P. Discovering finance keywords via continuous-space language models. ACM Transactions on Management Information Systems 7, 3 (August 2016), Article No. 7.
Tuan, A.; Comyn-Wattiau, I.; and Si-Saïd Cherfi, S. Structuring guidelines for web application designers: a meta-model. In Proc. of the 18th International Conference on Enterprise Information Systems (ICEIS 2016), SCITEPRESS, 2016, 327-335.
Verberne S.; Sappelli M.; Hiemstra D.; Kraaij W. Evaluation and analysis of term scoring methods for term extraction. Information Retrieval 19, 5 (October 2016), 510-545.
Vuorimaa P.; Laine M.; Litvinova E.; Shestakov D. Leveraging declarative languages in web application development. World Wide Web 19, 4 (July 2016), 519-543.
Wang E.; Li W.; Hawkins D.; Gernsheimer T.; Norby-Slycord C.; Patel S. HemaApp: noninvasive blood screening of hemoglobin using smartphone cameras. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), ACM, 2016, 593-604.
Wiese O.; Roth V. See you next time: a model for modern shoulder surfers. In Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2016), ACM, 2016, 453-464.
Yin H.; Cui B.; Zhou X.; Wang W.; Huang Z.; Sadiq S. Joint modeling of user check-in behaviors for real-time point-of-interest recommendation. ACM Transactions on Information Systems 35, 2 (September 2016), Article No. 11.
Zhai C.; Massung S. Text data management and analysis: a practical introduction to information retrieval and text mining. Association for Computing Machinery and Morgan & Claypool.
Zhao S.; Ramos J.; Tao J.; Jiang Z.; Li S.; Wu Z.; Pan G.; Dey A. Discovering different kinds of smartphone users through their application usage behaviors. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), ACM, 2016, 498-509.
I. Computing Methodologies
Adouane L. Autonomous vehicle navigation: from behavioral to hybrid multi-controller architectures. A. K. Peters, Ltd.
Ambusaidi M.; He X.; Nanda P.; Tan Z. Building an intrusion detection system using a filter-based feature selection algorithm. IEEE Transactions on Computers 65, 10 (October 2016), 2986-2998.
Atanassov, K.; Georgiev, I.; Szmidt, E.; and Kacprzyk, J. Multidimensional intuitionistic fuzzy quantifiers. In Proc. of the IEEE 8th International Conference on Intelligent Systems (IS 2016), IEEE, 2016, 530 - 534.
Autuori J.; Hnaien F.; Yalaoui F. A mapping technique for better solution exploration: NSGA-II adaptation. Journal of Heuristics 22, 1 (February 2016), 89-123.
Blissing B.; Bruzelius F.; Eriksson O. Effects of visual latency on vehicle driving behavior. ACM Transactions on Applied Perception 14, 1 (July 2016), Article No. 5.
Blot, A.; Dagand, P.-É.; and Lawall, J. From sets to bits in Coq. In Proc. of the 13th International Symposium on Functional and Logic Programming (FLOPS 2016), Springer, 2016, 12-28.
Boudhane M.; Nsiri B. Underwater image processing method for fish localization and detection in submarine environment. Journal of Visual Communication and Image Representation 39 (August 2016), 226-238.
Carvalho A.; Dimitrov S.; Larson K. How many crowdsourced workers should a requester hire?. Annals of Mathematics and Artificial Intelligence 78, 1 (September 2016), 45-72.
Charlesworth A. A theorem about computationalism and "absolute" truth. Minds and Machines 26, 3 (September 2016), 205-226.
Cimpoi M.; Maji S.; Kokkinos I.; Vedaldi A. Deep filter banks for texture recognition, description, and segmentation. International Journal of Computer Vision 118, 1 (May 2016), 65-94.
Dai, J.; Li, Y.; He, K.; and Sun, J. R-FCN: object detection via region-based fully convolutional networks. In Proc. of the Conference on Neural Information Processing Systems (NIPS 2016), Curran Assoc., 2016, 379-387.
Di Bartolomeo, M.; and Hu, Y. There is more to streamgraphs than movies: better aesthetics via ordering and lassoing. Computer Graphics Forum 35, 3 (June 2016), 341-350.
Ding C.; Thu Y.; Utiyama M.; Sumita E. Word segmentation for Burmese (Myanmar). ACM Transactions on Asian and Low-Resource Language Information Processing 15, 4 (April 2016), Article No. 22.
Dong C.; Loy C.; He K.; Tang X. Image super-resolution using deep convolutional networks. IEEE Transactions on Pattern Analysis and Machine Intelligence 38, 2 (February 2016), 295-307.
Elgendy, O. A.; and Chan, S. H. Image reconstruction and threshold design for quanta image sensors. In Proc. of the IEEE International Conference on Image Processing (ICIP 2016), IEEE, 2016, 978-982.
Englund R.; Ropinski T. Evaluating the perception of semi-transparent structures in direct volume rendering techniques. In Proceedings of the SIGGRAPH Asia Symposium on Visualization (SA 2016), ACM, 2016, Article No. 9.
Fujimoto R. Research challenges in parallel and distributed simulation. ACM Transactions on Modeling and Computer Simulation 26, 4 (February 2016), Article No. 22.
Gao J.; Wang Y.; Wang J.; Liang R. Adaptive optimization modeling of preconditioned conjugate gradient on multi-GPUs. ACM Transactions on Parallel Computing 3, 3 (October 2016), Article No. 16.
Goodfellow, I.; Bengio, Y.; and Courville, A. Deep learning. MIT Press, 2016.
Hachmon G.; Mamet N.; Sasson S.; Barkai T.; Hadar N.; Abu-Horowitz A.; Bachelet I. A non-Newtonian fluid robot. Artificial Life 22, 1 (February 2016), 1-22.
Hagiya M.; Aubert-Kato N.; Wang S.; Kobayashi S. Molecular computers for molecular robots as hybrid systems. Theoretical Computer Science 632 (June 2016), 4-20.
Han X.; Wong K.; Yu Y. 3D human model reconstruction from sparse uncalibrated views. IEEE Computer Graphics and Applications 36, 6 (November 2016), 46-56.
He, K.; Zhang, X.; Ren, S.; and Sun, J. Deep residual learning for image recognition. In Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), IEEE, 2016, 770-778.
Kaehler A.; Bradski G. Learning OpenCV 3: computer vision in C++ with the OpenCV library. O’Reilly Media, Inc.
Kartheek Medathati, N. V.; Neumann, H.; Masson, G. S.; and Kornprobst, P. Bio-inspired computer vision: towards a synergistic approach of artificial and biological vision. Computer Vision and Image Understanding 150 (Sept. 2016), 1-30.
Kim I.; Choi C.; Lee S. Improving discrimination ability of convolutional neural networks by hybrid learning. International Journal on Document Analysis and Recognition 19, 1 (March 2016), 1-9.
Lecocq P.; Dufay A.; Sourimant G.; Marvie J. Accurate analytic approximations for real-time specular area lighting. In Proceedings of the 20th ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D 2016), ACM, 2016, 113-120.
Liu, X.; Xie, N.; Tang, K.; and Jia, J. Lightweighting for Web3D visualization of large-scale BIM scenes in real-time. Graphical Models 88 (Nov. 2016), 40-56.
Maglietta R.; Amoroso N.; Boccardi M.; Bruno S.; Chincarini A.; Frisoni G.; Inglese P.; Redolfi A.; Tangaro S.; Tateo A.; Bellotti R. Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm. Pattern Analysis & Applications 19, 2 (May 2016), 579-591.
Mendes N.; and dos Santos A. A hypercube queuing model approach to the police units allocation problem. In Proc. of the 18th International Conference on Enterprise Information Systems (ICEIS 2016), SCITEPRESS, 2016, 70-81.
Mercado-Colmenero, J.-M.; Paramio, M.A.R.; Perez-Garcia, J.-M.; and Martin-Doñate, C. A new hybrid method for demoldability analysis of discrete geometries. Computer-Aided Design 80 (Nov. 2016), 43-60.
Mollajafari M.; Shahhoseini H. An efficient ACO-based algorithm for scheduling tasks onto dynamically reconfigurable hardware using TSP-likened construction graph. Applied Intelligence 45, 3 (October 2016), 695-712.
Müller V. (Ed.) Fundamental issues of artificial intelligence. Springer International Publishing.
Ortner T.; Sorger J.; Piringer H.; Hesina G.; Gröller E. Visual analytics and rendering for tunnel crack analysis. The Visual Computer 32, 6-8 (June 2016), 859-869.
Pereira, G.; Prada, R.; and Santos, P. A. Integrating social power into the decision-making of cognitive agents. Artificial Intelligence 241 (Dec. 2016), 1-44.
Pound M.; French A.; Fozard J.; Murchie E.; Pridmore T. A patch-based approach to 3D plant shoot phenotyping. Machine Vision and Applications 27, 5 (July 2016), 767-779.
Pröllochs N.; Feuerriegel S.; Neumann D. Detecting negation scopes for financial news sentiment using reinforcement learning. In Proceedings of the 2016 49th Hawaii International Conference on System Sciences (HICSS 2016), IEEE Computer Society, 2016, 1164-1173.
Rodríguez M.; Agus M.; Bettio F.; Marton F.; Gobbetti E. Digital Mont’e Prama: exploring large collections of detailed 3D models of sculptures. Journal on Computing and Cultural Heritage 9, 4 (September 2016), Article No. 18.
Satyanarayan A.; Moritz D.; Wongsuphasawat K.; Heer J. Vega-Lite: a grammar of interactive graphics. IEEE Transactions on Visualization and Computer Graphics 23, 1 (January 2017), 341-350.
Sgurev V.; Yager R.; Kacprzyk J.; Jotsov V. Innovative issues in intelligent systems. Springer International Publishing.
Shokouhifar M.; Jalali A. Two-stage fuzzy inference system for symbolic simplification of analog circuits. Integration, the VLSI Journal 55 (September 2016), 281-292.
Silva F.; Duarte M.; Correia L.; Oliveira S.; Christensen A. Open issues in evolutionary robotics. Evolutionary Computation 24, 2 (August 2016), 205-236.
Skraba P.; Rosen P.; Wang B.; Chen G.; Bhatia H.; Pascucci V. Critical point cancellation in 3D vector fields: robustness and discussion. IEEE Transactions on Visualization and Computer Graphics 22, 6 (June 2016), 1683-1693.
Stahl, B. C.; and Coeckelbergh, M. Ethics of healthcare robotics: towards responsible research and innovation. Robotics and Autonomous Systems 86 (Dec. 2016), 152-161.
Stoffers M.; Schemmel D.; Soria Dustmann O.; Wehrle K. Automated memoization for parameter studies implemented in impure languages. In Proceedings of the 2016 Annual ACM Conference on SIGSIM Principles of Advanced Discrete Simulation (SIGSIM-PADS 2016), ACM, 2016, 221-232.
Sugiyama M. Introduction to statistical machine learning. Morgan Kaufmann Publishers Inc.
Tam G.; Kothari V.; Chen M. An analysis of machine- and human-analytics in classification. IEEE Transactions on Visualization and Computer Graphics 23, 1 (January 2017), 71-80.
Tippetts B.; Lee D.; Lillywhite K.; Archibald J. Review of stereo vision algorithms and their suitability for resource-limited systems. Journal of Real-Time Image Processing 11, 1 (January 2016), 5-25.
Wang G.; Wang C.; Du Q.; Li L.; Dong W. Distributed cooperative control of multiple nonholonomic mobile robots. Journal of Intelligent and Robotic Systems 83, 3-4 (September 2016), 525-541.
Wang W.; Chen G.; Chen H.; Dinh T.; Gao J.; Ooi B.; Tan K.; Wang S.; Zhang M. Deep learning at scale and at ease. ACM Transactions on Multimedia Computing, Communications, and Applications 12, 4s (September 2016), Article No. 69.
Wang W.; Yang X.; Ooi B.; Zhang D.; Zhuang Y. Effective deep learning-based multi-modal retrieval. The VLDB Journal: The International Journal on Very Large Data Bases 25, 1 (February 2016), 79-101.
Wei X.; Phung S.; Bouzerdoum A. Visual descriptors for scene categorization: experimental evaluation. Artificial Intelligence Review 45, 3 (March 2016), 333-368.
Xiong F.; Kam M.; Hrebien L.; Wang B.; Qi Y. Kernelized information-theoretic metric learning for cancer diagnosis using high-dimensional molecular profiling data. ACM Transactions on Knowledge Discovery from Data 10, 4 (May 2016), Article No. 38.
Yu, Q.; Yan, R.; Tang, H.; Tan, K.C.; and Li, H. A spiking neural network system for robust sequence recognition. IEEE Transactions on Neural Networks and Learning Systems 27, 3 (Mar. 2016), 621-635.
J. Computer Applications
Alberdi A.; Aztiria A.; Basarab A. On the early diagnosis of Alzheimer’s disease from multimodal signals. Artificial Intelligence in Medicine 71 (July 2016), 1-29.
Hummel P.; Mcafee R. When does improved targeting increase revenue?. ACM Transactions on Economics and Computation 5, 1 (October 2016), Article No. 4.
Lewis, M. The undoing project: a friendship that changed our minds. W. W. Norton & Co., 2016.
Murnane E.; Abdullah S.; Matthews M.; Kay M.; Kientz J.; Choudhury T.; Gay G.; Cosley D. Mobile manifestations of alertness: connecting biological rhythms with patterns of smartphone app use. In Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2016), ACM, 2016, 465-477.
Romero, M.; Sánchez, M.; and Villalobos, J. Weaving business model patterns: understanding business models. In Proc. of the 18th International Conference on Enterprise Information Systems (ICEIS 2016), SCITEPRESS, 2016, 496-505.
Tang J.; Zhou S. A new approach for feature selection from microarray data based on mutual information. IEEE/ACM Transactions on Computational Biology and Bioinformatics 13, 6 (November 2016), 1004-1015.
K. Computing Milieux
Berghel H. The bogus science theorem (and the junk science wager). Computer 49, 4 (April 2016), 74-78.
Devendorf L.; De Kosnik A.; Mattingly K.; Ryokai K. Probing the potential of post-anthropocentric 3D printing. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (DIS 2016), ACM, 2016, 170-181.
Gangwal, N.; and Bansal, V. Application of decomposed theory of planned behavior for m-commerce adoption in India. In Proc. of the 18th International Conference on Enterprise Information Systems (ICEIS 2016), SCITEPRESS, 2016, 357-367.
Hamari, J.; Sjöklint, M.; and Ukkonen, A. The sharing economy: why people participate in collaborative consumption. Journal of the Association for Information Science and Technology 67, 9 (Sept. 2016), 2047-2059.
Hasan S.; King Z.; Hafiz M.; Sayagh M.; Adams B.; Hindle A. Energy profiles of Java collections classes. In Proceedings of the 38th International Conference on Software Engineering (ICSE 2016), ACM, 2016, 225-236.
Immonen A.; Ovaska E.; Kalaoja J.; Pakkala D. A service requirements engineering method for a digital service ecosystem. Service Oriented Computing and Applications 10, 2 (June 2016), 151-172.
Lucassen G.; Dalpiaz F.; Van Der Werf J.; Brinkkemper S. Improving agile requirements: the Quality User Story framework and tool. Requirements Engineering 21, 3 (September 2016), 383-403.
Marques, D.; Muslukhov, I.; Guerreiro, T.; Beznosov, K.; and Carriço, L. Snooping on mobile phones: prevalence and trends. In Proc. of the 12th Symposium on Usable Privacy and Security (SOUPS 2016), USENIX, 2016, 159-174.
Mouakket, S.; and Bettayeb, A. Factors affecting university instructors' continuance intention to use learning management systems: the Blackboard system case. In Proc. of the 18th International Conference on Enterprise Information Systems (ICEIS 2016), SCITEPRESS, 2016, 215-222.
O’Neil C. Weapons of math destruction: how big data increases inequality and threatens democracy. Crown Publishing Group.
Rello L.; Baeza-Yates R. The effect of font type on screen readability by people with dyslexia. ACM Transactions on Accessible Computing 8, 4 (March 2016), Article No. 15.
Shay R.; Komanduri S.; Durity A.; Huh P.; Mazurek M.; Segreti S.; Ur B.; Bauer L.; Christin N.; Cranor L. Designing password policies for strength and usability. ACM Transactions on Information and System Security 18, 4 (April 2016), Article No. 13.
Wójtowicz A.; Joachimiak K. Model for adaptable context-based biometric authentication for mobile devices. Personal and Ubiquitous Computing 20, 2 (April 2016), 195-207.