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INISTA 2017: Gdynia, Poland
- Piotr Jedrzejowicz, Tülay Yildirim, Ireneusz Czarnowski:

IEEE International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2017, Gdynia, Poland, July 3-5, 2017. IEEE 2017, ISBN 978-1-5090-5795-5 - Florin Leon

, Sabina-Adriana Floria
, Costin Badica
:
Evaluating the effect of voting methods on ensemble-based classification. 1-6 - Piotr Jedrzejowicz, Tulay Yildirim

, Ireneusz Czarnowski
:
Preface. 1 - A. Okay Akyuz, Mitat Uysal, Berna Atak Bulbul, M. Ozan Uysal:

Ensemble approach for time series analysis in demand forecasting: Ensemble learning. 7-12 - Tomasz Boinski

, Adam Chojnowski:
Towards facts extraction from text in Polish language. 13-17 - Agnieszka Wosiak

, Danuta Zakrzewska
:
Unsupervised feature selection using reversed correlation for improved medical diagnosis. 18-22 - Konstantinos Demertzis

, Lazaros S. Iliadis, Vardis-Dimitris Anezakis
:
A deep spiking machine-hearing system for the case of invasive fish species. 23-28 - Joanna Jedrzejowicz

, Jakub Neumann
, Piotr Synowczyk, Magdalena Zakrzewska:
Applying Map-Reduce to imbalanced data classification. 29-33 - Michal Maliszewski, Urszula Boryczka:

Basic clustering algorithms used for monitoring the processes of the ATM's OS. 34-39 - Jacek Grekow

:
Audio features dedicated to the detection of arousal and valence in music recordings. 40-44 - Michal Lagiewka, Marcin Korytkowski, Rafal Scherer

:
Distributed image retrieval with color and keypoint features. 45-50 - Bogdan Trawinski, Zbigniew Telec, Jacek Krasnoborski, Mateusz Piwowarczyk, Michal Talaga, Tadeusz Lasota, Edward Sawilow:

Comparison of expert algorithms with machine learning models for real estate appraisal. 51-54 - Ireneusz Czarnowski

, Piotr Jedrzejowicz:
Stacking and rotation-based technique for machine learning classification with data reduction. 55-60 - Janusz P. Paplinski

, Miroslaw Lazoryszczak
:
The stability analysis of Bat Algorithm. 61-66 - Muhammed Maruf Öztürk

:
Adapting code maintainability to bat-inspired test case prioritization. 67-72 - Kornel Warwas

, Szymon Tengler
:
A hybrid optimization method to improve driver's comfort. 73-78 - Agnieszka Lazarowska

:
Multi-criteria trajectory base path planning algorithm for a moving object in a dynamic environment. 79-83 - Raheleh Jafari

, Sina Razvarz
:
Solution of fuzzy differential equations using fuzzy Sumudu transforms. 84-89 - Ugur Güvenc

, Serhat Duman
, Yunus Hinislioglu
:
Chaotic Moth Swarm Algorithm. 90-95 - Mehr Umer Farooq, Akhlaque Ahmad, Abdul Hameed

:
Opposition-based initialization and a modified pattern for Inertia Weight (IW) in PSO. 96-101 - Mustafa Özgür Cingiz

, Göksel Biricik
, Banu Diri:
A combinatorial approach to construct core and generic gene co-expression networks of colon cancer. 102-106 - Mostefa Mohamed-Seghir

:
The fuzzy properties of the ship control in collision situations. 107-112 - Furkan Cakmak

, Erkan Uslu
, Mehmet Fatih Amasyali
, Sirma Yavuz
:
Thermal based exploration for search and rescue robots. 113-118 - Petru Cascaval

, Sabina-Adriana Floria
:
SDP algorithm for network reliability evaluation. 119-125 - Jacek Klimaszewski

, Michal Sklyar, Marcin Korzen
:
Learning ℓ1-penalized logistic regressions with smooth approximation. 126-130 - Adrianna Kozierkiewicz-Hetmanska

, Marcin Pietranik
:
Assessing the quality of a Consensus determined using a multi-level approach. 131-136 - Rafal Palak, Ngoc Thanh Nguyen:

Prediction markets as a vital part of collective intelligence. 137-142 - Bernadetta Maleszka

, Marcin Maleszka
:
Influence of social communication on content-based recommendation. 143-148 - Van Du Nguyen

, Ngoc Thanh Nguyen:
The impact of diversity on the quality of collective prediction. 149-154 - Kaouther Bouzouita, Wided Lejouad Chaari

, Moncef Tagina:
Evaluation of agents' management impact on performances in coalition-based cooperation. 155-162 - Ali Alameer

, Patrick Degenaar
, Kianoush Nazarpour:
Processing occlusions using elastic-net hierarchical MAX model of the visual cortex. 163-167 - Tomasz S. Zabkowski

, Krzysztof Gajowniczek
:
Grade Analysis for households segmentation based on energy usage patterns. 168-173 - Nihat Morova, Ekinhan Eriskin, Serdal Terzi, Sebnem Karahancer

, Sercan Serin, Mehmet Saltan
, Pinar Usta:
Modelling Marshall Stability of fiber reinforced asphalt mixtures with ANFIS. 174-179 - Hoang Nguyen:

Atanassov's intuitionistic fuzzy risk estimation of the ship system failures based on the expert judgments. 180-184 - Herbin Pawel, Miroslaw Pajor

:
Interactive 7-DOF motion controller of the operator arm (ExoArm 7-DOF). 185-188 - Cinzia Giannetti:

A framework for improving process robustness with quantification of uncertainties in Industry 4.0. 189-194 - Michal Przybylski, Dariusz Król

:
Mastering strategies in a board game of imperfect information for different search techniques. 195-200 - Siamak Dehghanpour, Akbar Esfahanipour

:
A robust genetic programming model for a dynamic portfolio insurance strategy. 201-206 - Karol Miadlicki

, Miroslaw Pajor
, Mateusz Sakow
:
Real-time ground filtration method for a loader crane environment monitoring system using sparse LIDAR data. 207-212 - Omar Sami Thiab, Lukasz Nogal

, Ryszard Kowalik
:
Adaptive phasor estimation technique during off-nominal frequency. 213-218 - Fuat Bakkal, Süleyman Eken, Nurullah Samed Savas, Ahmet Sayar

:
Modeling and querying trajectories using Neo4j spatial and TimeTree for carpool matching. 219-222 - Malgorzata Przybyla-Kasperek

:
Feature selection based on the rough set theory and dispersed system with dynamically generated disjoint clusters. 223-228 - Grzegorz Baron

:
On sequential selection of attributes to be discretized for authorship attribution. 229-234 - Agnieszka Nowak-Brzezinska

, Tomasz Rybotycki
:
Comparison of similarity measures in context of rules clustering. 235-240 - Jan Kozak

, Przemyslaw Juszczuk
:
Association ACDT as a tool for discovering the financial data rules. 241-246 - Marcin Derlatka

:
Human gait recognition based on ground reaction forces in case of sport shoes and high heels. 247-252 - Roman Siminski, Tomasz Xieski

:
Backward chaining inference as a database stored procedure - the experiments on real-world knowledge bases. 253-258 - Mare Koit:

Reasoning and communicative strategies in a model of argument-based negotiation. 259-264 - Marek Krótkiewicz

, Marcin Jodlowiec
, Wojciech Przemyslaw Hunek, Krystian Wojtkiewicz
:
Modeling of Unified Process Metamodel structure in Association-Oriented Database Metamodel: Flowing Resources and transformation. 265-270 - Jan Jakubik, Halina Kwasnicka

:
Music emotion analysis using semantic embedding recurrent neural networks. 271-276 - Merve Ayyuce Kizrak Sagun

, Bülent Bolat
:
A novel approach for people counting and tracking from crowd video. 277-281 - Tzung-Pei Hong

, Kun-Yi Lin, Chun-Wei Lin
, Bay Vo:
An incremental mining algorithm for erasable itemsets. 286-289 - Michal Ciesielczyk:

Using mutual information for feature selection in programmatic advertising. 290-295 - Thanh-Ngo Nguyen, Loan T. T. Nguyen

, Ngoc Thanh Nguyen
:
An improved algorithm for mining frequent Inter-transaction patterns. 296-301 - Mehmet Sarigul

, Mutlu Avci
:
Performance comparision of different momentum techniques on deep reinforcement learning. 302-306 - Zeynep Hilal Kilimci, Selim Akyokus

, Sevinç Ilhan Omurca
:
The evaluation of heterogeneous classifier ensembles for Turkish texts. 307-311 - Chi-I Hsu, Chaochang Chiu:

A hybrid Latent Dirichlet Allocation approach for topic classification. 312-315 - Günes Ekim, Nuri Ikizler, Ayten Atasoy

:
The effects of different wavelet degrees on epileptic seizure detection from EEG signals. 316-321 - Doru Rotovei, Viorel Negru:

A methodology for improving complex sales success in CRM Systems. 322-327 - Marcos Yuzuru O. Camada, Jés Jesus Fiais Cerqueira, Antonio Marcus N. Lima

:
Stereotyped gesture recognition: An analysis between HMM and SVM. 328-333 - Elaheh Ordoni, Ali Moeini, Kambiz Badie:

A new approach to recognize activities in smart environments based on cooperative game theory. 334-338 - Chaochang Chiu, Chia-Houng Shu:

Monthly car sales prediction using Internet Word-of-Mouth (eWOM). 345-348 - Gozde Ozsert Yigit, Buse Melis Özyildirim:

Comparison of convolutional neural network models for food image classification. 349-353 - Emmanuel Okafor

, Rik Smit, Lambert Schomaker
, Marco A. Wiering
:
Operational data augmentation in classifying single aerial images of animals. 354-360 - Onur Can Kurban

, Tulay Yildirim
, Ahmet Bilgic:
A multi-biometric recognition system based on deep features of face and gesture energy image. 361-364 - Shuya Isobe, Shuichi Arai

:
Deep convolutional encoder-decoder network with model uncertainty for semantic segmentation. 365-370 - Aysegül Uçar

:
Deep Convolutional Neural Networks for facial expression recognition. 371-375 - V. F. Emets, Jan Rogowski

:
Scattering of acoustical waves by a hard strip and outlier phenomenon. 376-378 - Lukasz Chomatek

, Agnieszka Duraj
:
Multiobjective genetic algorithm for outliers detection. 379-384 - Agnieszka Duraj

:
Outlier detection in medical data using linguistic summaries. 385-390 - Agnieszka Nowak-Brzezinska

:
Outlier mining in rule-based knowledge bases. 391-396 - Mateusz Smolinski

:
Resolving classical concurrency problems using adaptive conflictless scheduling. 397-402 - Kambiz Badie, Nasrin Asadi, Maryam Tayefeh Mahmoudi:

A new approach to zone identification based on considering features with high semantic richness. 443-448 - Kambiz Badie, Maryam Tayefeh Mahmoudi:

Compositional adaptation in case - based reasoning based on the semantic relations between the components in the cases. 449-454 - Emilia Nercissians

:
Under question cultural boundaries: A semiospheric perspective based on enabling aspects of mythical characters. 455-459 - Mohammadreza Mirsarraf, Hamidreza Shairi

, Abotorab Ahmadpanah:
Social semiotic aspects of instagram social network. 460-465 - Soheil Ghanbari, Hasan Heydari, Ali Moeini:

Ranking nodes by silentness. 466-471 - Grzegorz Kolaczek

, Jolanta Mizera-Pietraszko
:
Analysis of dynamic service oriented systems for security related problems detection. 472-477 - Marek Dudek

:
The analysis of the low-cost flexibility corridors. 478-483 - Iwona Kochanska

:
Testing the wide-sense stationarity of bandpass signals for underwater acoustic communications. 484-489 - Jolanta Mizera-Pietraszko

, Grzegorz Kolaczek
, Ricardo Rodríguez Jorge
:
Source-target mapping model of streaming data flow for machine translation. 490-494 - Sebastian Bala

, Tomasz Wasilczyk:
Secure integration of multiprotocol instant messenger. 495-500

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